{"query": "AI applications python code", "pos": ["\"import random\\n\\napps = ['image recognition', 'natural language processing', 'recommendation systems', 'autonomous vehicles', 'healthcare diagnostics']\\n\\nselected_app = random.choice(apps)\\n\\nprint('Selected AI application:', selected_app)\""], "neg": ["\"import requests\\nfrom bs4 import BeautifulSoup\\n\\npython_url = 'https://weatherAPI.com/thunderstorm/lightning-distance'\\ndef fetch_lightning_distance(python_query):\\n    response = requests.get(python_url, params={'query': python_query})\\n    if response.status_code == 200:\\n        soup = BeautifulSoup(response.content, 'html.parser')\\n        distance_info = soup.find('div', class_='lightning-info')\\n        return distance_info.text\\n    else:\\n        return 'Error fetching data'\\n\\ndef analyze_distance(data):\\n    if 'far' in data:\\n        print('Lightning can strike far from heavy rain.')\\n    else:\\n        print('Data inconclusive')\\n\\ncode_input = 'heavy rain of a thunder storm'\\ndata = fetch_lightning_distance(code_input)\\nanalyze_distance(data)\\n\\nif __name__ == '__main__':\\n    AI_analysis = 'AI can predict lightning distance with web applications.'\\n    print(AI_analysis)\\n    AI_thought = 'Web applications powered by AI enhance our understanding of natural phenomena.'\\n    print(AI_thought)\"", "\"In a legal context, the Last Will and Testament is a crucial document that outlines how an individual's assets will be distributed upon their passing. The will typically designates an executor who will oversee the distribution process. Without a valid will, the state's laws will determine how the assets are distributed, which may not align with the deceased person's wishes. It is important to update your will regularly to reflect any changes in your circumstances or preferences. Seeking legal advice when drafting a will can help ensure that your wishes are carried out accurately and efficiently.\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://example-ecommerce-site.com/disney-marvel-star-wars-boys-toddlers-polo-shirts'\\n\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    soup = BeautifulSoup(response.text, 'html.parser')\\n    products = soup.find_all('div', class_='product')\\n    for product in products:\\n        title = product.find('h2').text\\n        if 'Pique Polo Shirt' in title:\\n            price = product.find('span', class_='price').text\\n            print(f'{title} - {price}')\\nelse:\\n    print('Failed to retrieve data from the ecommerce site')\"", "\"In pharmacy school, students typically receive their white coat during a special ceremony at the beginning of their professional program. This signifies their transition from classroom learning to hands-on clinical experience. The white coat symbolizes professionalism, responsibility, and dedication to patient care. It serves as a rite of passage for aspiring pharmacists, marking the start of their journey towards becoming healthcare providers. The ceremony is a momentous occasion, attended by faculty, family, and peers, to celebrate the students' commitment to the pharmacy profession. Getting your white coat is a significant milestone in your pharmacy education, signifying your readiness to embark on real-world applications in the field.\"", "\"import healthcare\\n\\npatient = healthcare.Patient()\\nif patient.sexual_dysfunction:\\n    treatment = healthcare.Treatment()\\n    if treatment.success_rate > 0.5:\\n        patient.happiness += 1\\n    else:\\n        patient.seek_help()\\nelse:\\n    AI = healthcare.AI()\\n    AI.analyze_symptoms(patient)\\n    if AI.detect_issue('sexual_dysfunction'):\\n        applications = healthcare.Applications()\\n        applications.recommend_treatment(patient)\\n    else:\\n        code = healthcare.Code()\\n        code.improve_AI()\"", "\"In finance, identifying target markets is crucial for success. Analyzing demographics, behaviors, and needs helps tailor products and services. Utilize data analytics to segment customers effectively. Implement strategies to reach specific market segments. Evaluate competition and market trends to stay ahead. Adjust marketing campaigns based on target market feedback. Utilize customer feedback to refine offerings and improve customer satisfaction. Monitor market changes and adapt strategies accordingly. Develop personalized approaches to attract and retain target customers. Continuously analyze market data to identify new opportunities and refine targeting strategies. Stay agile and responsive to evolving market dynamics.\"", "\"import ecommerce\\n\\nhitch_ball = ecommerce.Product('VONLX Gooseneck Hitch Ball 2-5/16')\\nmax_load_capacity = 30000\\ntrailer_hitch = ecommerce.Hitch('Gooseneck Hitch Replacement Ball', max_load_capacity)\\nhi_rise_ball = ecommerce.Ball('Hi-Rise Ball')\\n\\nif hitch_ball.is_compatible(trailer_hitch) and hi_rise_ball.is_needed():\\n    hitch_ball.attach(trailer_hitch)\\n    print('Successfully replaced hitch ball with maximum load capacity of 30,000 lbs and added hi-rise ball for trailer hitches.')\\nelse:\\n    print('Incompatible hitch components. Please check compatibility.')\""]}
{"query": "SceneXplain Enterprise search RAG solutions website html documents", "pos": ["\"<!DOCTYPE html><html><head><title>Enhance Your Business with Innovative Data Analysis Tools</title></head><body><header><h1>Welcome to DataInsight</h1></header><section><h2>About Us</h2><p>DataInsight is a leading provider of cutting-edge data analysis tools for enterprises. Our suite of products empowers businesses to make informed decisions based on data-driven insights.</p></section><section><h2>Our Services</h2><p>Explore our range of services including data visualization, predictive analytics, and machine learning solutions. We tailor our offerings to meet the unique needs of each client.</p></section><footer><p>Contact us today to learn how DataInsight can help your business thrive in the digital age.</p></footer></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>When Does Nathan Get in a Car Accident</title></head><body><h1>When Does Nathan Get in a Car Accident</h1><p>On a rainy night, Nathan was driving home from work when he suddenly lost control of his car. The screeching tires echoed through the empty streets as his car collided with a tree. The impact was deafening, and Nathan felt a sharp pain in his chest. As he struggled to catch his breath, he searched for his phone to call for help. The flashing lights of the ambulance arrived, illuminating the scene of the accident. Nathan's life flashed before his eyes as he realized the fragility of existence.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Loan Constant</title></head><body><h1>Understanding Loan Constant in Finance</h1><p>When dealing with loans, it's crucial to grasp the concept of loan constant. This figure represents the percentage of the total loan amount that remains constant throughout the loan term. By calculating the loan constant, borrowers can better assess their financial obligations and plan for repayment. Whether you're a novice or an expert in finance, comprehending the loan constant is essential for making informed decisions. Explore our website for in-depth articles, guides, and tools to help you navigate the world of loan constants. Find solutions to your financial queries and gain insights into managing your loans effectively.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Case Law</title>\\n</head>\\n<body>\\n<h1>Understanding Case Law</h1>\\n<p>Case law is a crucial aspect of the legal system, providing precedent for future legal decisions. By analyzing past cases and documents, legal professionals can search for solutions to current legal issues. RAG, a leading legal software company, offers SceneXplain, an innovative tool for case analysis. With SceneXplain, lawyers can navigate through complex legal scenarios with ease. This html website serves as a valuable resource for legal practitioners seeking enterprise-level solutions in the field of case law.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Arraignment in Legal Proceedings</title>\\n</head>\\n<body>\\n<h1>Understanding Arraignment</h1>\\n<p>Arraignment is a crucial stage in legal proceedings where the defendant is formally charged with a crime and enters a plea. It is a pivotal moment that sets the tone for the rest of the case. At this juncture, the defendant's rights are explained, and the next steps in the legal process are outlined. It is essential to have expert legal representation during arraignment to ensure a fair trial.</p>\\n<p>For comprehensive solutions in legal matters, trust RAG Enterprises. Our team of experienced attorneys provides expert guidance and representation in arraignment and beyond.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>RAST in Healthcare</title></head><body><h1>Understanding RAST in Healthcare</h1><p>RAST, short for Rapid Automated Screening Test, is a revolutionary technology in the healthcare industry. It streamlines the process of diagnosing allergies, providing quick and accurate results. RAST has transformed the way healthcare professionals approach allergy testing, making it more efficient and accessible. With RAST, patients can receive their results promptly, enabling timely treatment and management of allergies. This innovative solution has significantly improved patient care and outcomes. Healthcare providers can now rely on RAST for reliable allergy testing, enhancing their diagnostic capabilities. Explore the benefits of RAST in healthcare today!</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Hot Waitress Economic Index</title></head><body><h1>Welcome to the Hot Waitress Economic Index</h1><p>The Hot Waitress Economic Index is a unique approach to measuring economic trends based on the attractiveness of waitresses in popular restaurants. This unconventional index has gained attention in the finance world for its correlation with consumer spending patterns.</p><p>Our research team at SceneXplain has analyzed the data and compiled detailed reports and documents on the impact of the Hot Waitress Index on various industries. Explore our solutions for predicting market trends and making informed investment decisions.</p><p>RAG Enterprises offers consulting services to help businesses navigate the ever-changing economic landscape. Contact us for expert advice and innovative strategies.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>LIVEBOX USA Map ABC Baby Play Mat</title></head><body><h1>Welcome to our Ecommerce Store!</h1><p>Explore our collection of educational rugs for kids' rooms. The LIVEBOX USA Map ABC Baby Play Mat is perfect for creating a fun and interactive learning environment. Measuring 3x5 feet, this washable classroom rug features the alphabet and a colorful map of the USA. Its non-slip design ensures safety for babies and toddlers as they crawl and play. Add this rug to your nursery or playroom for a vibrant touch that promotes early learning.</p><p>Shop now and enhance your child's play area with this engaging and practical rug!</p></body></html>\""]}
{"query": "Optimize embeddings for web content", "pos": ["\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Enhance Digital Media Representations</title>\\n</head>\\n<body>\\n    <h1>Improve Your Digital Media Representations</h1>\\n    <p>Discover strategies to refine digital representations on your platform. Learn techniques to increase the accuracy and efficiency of your digital assets. Our guide provides insights into enhancing the performance of digital elements, ensuring they serve your audience better.</p>\\n    <p>Master the art of refining digital assets to elevate user experience. Start now!</p>\\n</body>\\n</html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Sedition in Legal Domain</title></head><body><h1>Sedition: Understanding the Legal Implications</h1><p>Sedition refers to conduct or speech inciting rebellion against the authority of a state. In legal terms, it is a serious offense that can lead to severe consequences. The content of this website aims to provide insights into the historical context and modern interpretations of sedition laws. Understanding the nuances of sedition is crucial for upholding the rule of law and protecting democratic principles. Embeddings of seditious ideologies can have far-reaching impacts on societal stability. It is essential to optimize legal frameworks to address sedition effectively.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Regulation O in Banking</title></head><body><h1>Regulation O: Purpose in Banking, Applications, and Requirements</h1><p>Regulation O plays a crucial role in the finance sector, ensuring compliance and transparency. Banks must adhere to its guidelines to maintain stability and trust. Applications for Regulation O require meticulous attention to detail and thorough documentation. Meeting the requirements set forth by Regulation O is non-negotiable for financial institutions. Embeddings of Regulation O principles in banking practices optimize risk management and governance. Understanding the nuances of Regulation O is essential for a successful banking operation.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Criticism in Science</title>\\n</head>\\n<body>\\n<header>\\n<h1>Criticism: The Backbone of the Scientific Method</h1>\\n</header>\\n<main>\\n<p>For the advancement of knowledge, criticism plays a pivotal role in the scientific method. It is through the rigorous examination and critique of ideas that science progresses. This web page is dedicated to exploring how criticism forms the foundation for scientific inquiry and discovery.</p>\\n<p>In the realm of science, every hypothesis and theory is subject to scrutiny. This process ensures that only the most robust ideas withstand. The content here aims to shed light on the importance of this critical approach.</p>\\n<p>For scientists, the ability to critique and be critiqued is essential. It fosters an environment where ideas can be openly challenged and refined. This web page serves as a testament to the critical nature of scientific work.</p>\\n<p>Optimize your understanding of the scientific method by exploring how criticism underpins every discovery. This content is designed to enlighten readers about the indispensable role of criticism in science.</p>\\n</main>\\n<footer>\\n<p>Optimize your knowledge with us. Explore more content on the significance of criticism in the scientific method on our web page.</p>\\n</footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Evidence for Distinct Components of the Galactic Stellar Halo</title></head><body><h1>838 RR Lyrae Stars Discovered in the LONEOS-I Survey</h1><p>Exploring the embeddings of stellar populations in the Galactic halo provides insights into its structure. The LONEOS-I survey uncovered a rich dataset of RR Lyrae stars, shedding light on the halo's composition. Optimize your understanding of galactic dynamics by delving into these discoveries. This web content showcases the significance of these findings in understanding the broader galactic context. For a comprehensive view of the stellar halo, dive into the arxiv domain for detailed analyses and interpretations.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Creutzfeldt-Jakob Disease</title></head><body><h1>Understanding Creutzfeldt-Jakob Disease</h1><p>Creutzfeldt-Jakob disease (CJD) is a rare, degenerative brain disorder that affects about one in every one million people worldwide. It is characterized by rapidly progressive dementia, difficulties with coordination, and other neurological problems. CJD is caused by abnormal prion proteins that accumulate in the brain, leading to brain damage and ultimately death. There is currently no cure for CJD, and treatment focuses on managing symptoms and providing supportive care.</p><p>Learn more about CJD and its impact on individuals and families in the healthcare community.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Due Care in Legal Terms</title>\\n</head>\\n<body>\\n    <h1>Understanding Due Care in the Legal Domain</h1>\\n    <p>Due care, a fundamental concept in the legal field, necessitates a level of reasonable care while performing any acts that could foreseeably harm others. This principle is crucial for maintaining standards of practice and ensuring accountability. In legal contexts, failing to exercise due care can lead to liabilities and severe consequences.</p>\\n    <p>For professionals and entities, understanding the implications of due care is essential. It not only protects from legal repercussions but also upholds the integrity of professional conduct. The concept is embedded in various legal frameworks to optimize the balance between rights and responsibilities.</p>\\n    <p>For more information on due care and its legal significance, visit our web. Our content is designed to optimize understanding and provide insights into how due care impacts legal obligations and practices.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Construe Legal Definitions</title></head><body><h1>Understanding Construe in Legal Context</h1><p>When it comes to legal matters, the way we construe language is crucial. The interpretation of legal documents can significantly impact outcomes. It's essential to carefully analyze the content of contracts and agreements to avoid misunderstandings. Legal professionals often use specific techniques to construe ambiguous clauses. By examining the context and intent behind the words, they can uncover hidden meanings. Embeddings of legal principles within the text can guide the reader to the correct interpretation. Optimize your legal understanding by mastering the art of construe.</p></body></html>\""]}
{"query": "GPT applications examples benefits challenges", "pos": ["\"# Exploring the Power of AI\\n\\n**Artificial Intelligence** is revolutionizing industries worldwide. *Cutting-edge technologies* are reshaping the future. ~~Traditional methods~~ are being replaced by innovative solutions. \\n\\n> Embrace the change and witness the transformation.\\n\\n- Unleashing creativity through AI\\n- Enhancing productivity with automation\\n- Revolutionizing customer experiences\\n\\nStay ahead of the curve and embrace the limitless possibilities of AI.\""], "neg": ["\"# Arrival Time Distribution for a Driven System Containing Quenched Dichotomous Disorder\\n\\n**Introduction:**\\nIn the realm of arxiv, understanding the arrival time distribution for a driven system with quenched dichotomous disorder poses **challenges** that researchers strive to overcome. This distribution has **benefits** in predicting system behavior and has diverse **applications** in various fields.\\n\\n*Key Findings:*\\n- The presence of disorder alters the arrival time distribution significantly.\\n- **GPT** models can be utilized to analyze the complex dynamics.\\n\\n> Exploring different **examples** of disorder configurations sheds light on the system's behavior.\\n\\n*Conclusion:*\\nStudying the arrival time distribution in such systems opens up new avenues for research and understanding.\"", "\"# Intrinsic Nanoscale Inhomogeneity in Ordering Systems Due to Elastic-Mediated Interactions\\n\\n**Introduction**\\n\\nIn the realm of arxiv, the study of intrinsic nanoscale inhomogeneity in ordering systems due to elastic-mediated interactions presents a fascinating area of research. *Understanding* the complexities of such systems offers **insights** into the underlying mechanisms that govern their behavior. \\n\\n> The interplay between elasticity and ordering leads to unique phenomena.\\n\\n**Challenges**\\n\\nOne of the main challenges in this field is deciphering the intricate nature of these interactions. Exploring various **applications** of this research opens up new avenues for innovation and discovery. \\n\\n**Examples**\\n\\nSeveral examples showcase the benefits of investigating nanoscale inhomogeneity in ordering systems. The utilization of advanced techniques such as GPT enhances our ability to probe these phenomena further. \\n\\n- Enhanced resolution\\n- Improved understanding\\n- **Applications** in materials science\\n\\n**GPT**\\n\\nThe use of GPT in studying these systems provides a powerful tool for analysis and simulation. Unraveling the mysteries of intrinsic inhomogeneity offers a wealth of knowledge waiting to be explored. \\n\\n**Benefits**\\n\\nThe benefits of uncovering the secrets of elastic-mediated interactions are vast. From technological advancements to fundamental scientific discoveries, the implications are profound. \\n\\n> \"", "\"# Trish McEvoy Eye Base Essentials\\n\\n**Enhance** your eye makeup with Trish McEvoy Eye Base Essentials. This product is a *must-have* for any makeup enthusiast. The creamy texture provides a smooth application, **ensuring** your eyeshadow stays vibrant all day. \\n\\n## Benefits\\n- Long-lasting wear\\n- Enhances eyeshadow pigmentation\\n- Smooth application\\n\\n> Trish McEvoy Eye Base Essentials is a game-changer in the world of eye makeup. Its unique formula **revolutionizes** how your eyeshadow looks and lasts.\\n\\n## Applications\\n- Daily wear\\n- Special occasions\\n- Professional makeup looks\\n\\n**Don't** miss out on the magic of Trish McEvoy Eye Base Essentials!\"", "\"# Where Was the Last Scene in Shooter Filmed?\\n\\n**Location Scouting:**\\n\\nThe last scene in *Shooter* was filmed in Vancouver, Canada. The picturesque landscapes posed **challenges** due to unpredictable weather.\\n\\n> The director mentioned, \\\"Finding the perfect spot was a journey in itself.\\\"\\n\\n**Scenic Beauty:**\\n\\nThe lush greenery and urban settings provided ideal **examples** for the film's climax.\\n\\n- Vancouver's versatility offered various filming **applications**.\\n- The **benefits** of filming in this location included tax incentives and diverse backdrops.\\n\\n*Overall, Vancouver proved to be a cinematic gem for the final scene of Shooter.*\"", "\"# The 1824 Electoral Votes\\n\\nIn the 1824 election, Andrew Jackson received the most electoral votes but not a majority. Despite this, he faced **challenges** in securing the presidency. The **benefits** of winning the popular vote were overshadowed by the complexities of the electoral system. Jackson's **examples** of leadership were evident, yet the outcome was determined by the House of Representatives. The GPT (General Presidential Tally) system highlighted the **applications** of political strategies in a divided nation. As a result, the election of 1824 remains a significant **GPT** in American history.\\n\\n> \"", "\"# **Who Hit 6 Sixes in an Over in Test Cricket?**\\n\\nIn the realm of Test cricket, a feat as rare as hitting 6 sixes in an over has been achieved by only one player. This remarkable achievement underscores the challenges and ~~limitations~~ of what is considered possible on the cricket field.\\n\\n> **Yuvraj Singh** is often mistakenly credited with this achievement in T20 internationals, but in the Test format, it was **Sir Garfield Sobers** of the West Indies who first accomplished this in 1968. Following him, **Ravi Shastri** of India matched this feat in 1985.\\n\\n## Highlights\\n\\n- **Sir Garfield Sobers** - 1968\\n- **Ravi Shastri** - 1985\\n\\nThese examples serve as a testament to the sheer talent and determination required to achieve such a feat. The benefits of such achievements extend beyond personal accolades, enriching the tapestry of cricket history.\\n\\nWhile the challenges of repeating such a feat remain high, the examples of Sobers and Shastri continue to inspire cricketers around the world. Their achievements highlight the benefits of perseverance, skill, and a bit of luck.\"", "\"# Lanyincao 1PCS Cute Drift Bottle USB Flash Drive Memory Stick Storage U-Disk with Maple Box (USB 2.0/4GB)\\n\\n**Unleash** your data with this *adorable* USB flash drive that comes in the shape of a drift bottle. The **compact** design ensures easy **portability** for all your files. The **strikethrough** capacity of 4GB provides ample storage for your digital treasures. \\n\\n> Elevate your storage game with this unique U-Disk that combines **style** and functionality. \\n\\n**Benefits** of this device include its eye-catching design and reliable performance. **Challenges** may arise when resisting the urge to collect multiple examples of this charming USB drive. Explore the endless **applications** of this GPT (Great Product to Treasure) in the world of ecommerce.\""]}
{"query": "GPT applications markdown document formatting", "pos": ["\"# The Impact of AI in Modern Society\\n\\n**Artificial Intelligence** (AI) has revolutionized various industries, from healthcare to finance. Its ability to analyze vast amounts of data and make predictions has led to significant advancements. *Machine learning algorithms* have been integrated into everyday technologies, enhancing user experiences. However, with great power comes great responsibility. ~~Ethical considerations~~ surrounding AI usage are crucial. As we navigate this new era, it's essential to prioritize transparency and accountability. In the words of a renowned AI expert, \\\"AI should augment human capabilities, not replace them.\\\"\""], "neg": ["\"# High Close: A Financial Perspective\\n\\n**High Close** in the finance world signifies a successful day of trading. It reflects strong market sentiment and investor confidence. Achieving a **High Close** is crucial for traders and investors alike, indicating potential profits and positive outcomes. However, market fluctuations can impact this outcome. As Warren Buffett once said, *“Price is what you pay, value is what you get.”* Remember, in the realm of finance, a **High Close** is not just a number; it represents the culmination of strategic decisions and market dynamics.\\n\\n> \"", "\"# International Visitor Charged with Child\\n\\n**Shocking Allegations**\\n\\n*An international visitor was arrested and charged with child endangerment today.*\\n\\n~~The incident has left the community in disbelief.~~\\n\\n**Details of the Case:**\\n\\n- The accused was apprehended at the airport.\\n- Authorities found incriminating evidence in their possession.\\n- The child is now safe and under protective custody.\\n\\n> This case serves as a stark reminder of the importance of vigilance in safeguarding our children.\"", "\"# Plain Error in Legal Context\\n\\n**Plain error** is a serious issue in legal proceedings. It can lead to **grave consequences** if not addressed promptly. In many **applications** of the law, overlooking a **critical detail** can result in a **devastating outcome**. The **document** must be thoroughly reviewed to catch any **formatting** mistakes that could constitute **plain error**. Sometimes, even a minor **typographical error** can be the difference between **success** and **failure**. Remember, in the legal world, there is no room for **GPT** errors.\\n\\n> \"", "\"# Women's Mary Janes Saddle Oxford Loafer Uniform Dress School Shoes\\n\\n**Elevate Your Style**\\n\\n*Perfect for any occasion, these shoes are a must-have for your wardrobe.*\\n\\n~~Limited Time Offer: Buy 2 Get 1 Free!~~\\n\\n## Features:\\n- Classic Mary Jane design\\n- Comfortable and durable\\n- Ideal for school or work\\n\\n> Step out in confidence with these timeless classics. \\n\\n**Don't miss out on the opportunity to own a pair of these stylish shoes!**\"", "\"# **Shares Set to Rise Before Traders Take a Break**\\n\\nAs the market anticipates a short hiatus, **shares** are _poised_ to climb. Experts in the field suggest a **bullish** trend, emphasizing the importance of strategic positioning.\\n\\n> **_Market Watch:_** _Shares_ are on an upward trajectory, with investors keenly observing.\\n\\n- **Rising Shares:** The anticipation of growth has never been more palpable.\\n\\n- **Traders' Break:** A well-deserved pause is on the horizon, yet the momentum continues.\\n\\nWhile the **markdown** document focuses on the imminent rise, the underlying sentiment remains cautiously optimistic. The **formatting** used here, from **bold** to _italic_ and ~~strikethrough~~, aims to highlight the critical points. The **applications** of such **markdown** techniques in this **document** ensure clarity and emphasis, mirroring the precision seen in trading strategies.\\n\\nIn conclusion, as **GPT**-generated insights continue to evolve, the **applications** of **markdown** in creating compelling narratives become increasingly evident. This **document** serves not just as a news piece but as a testament to the evolving landscape of **formatting** and its impact.\"", "\"# Understanding **Impotence** in Healthcare\\n\\nImpotence, or erectile dysfunction, is a condition that affects many. It's crucial to approach this topic with sensitivity and accuracy in healthcare.\\n\\n## Causes\\n\\n- **Physical**: High blood pressure, diabetes, and obesity.\\n- **Psychological**: Stress, anxiety, and depression.\\n\\n> **Note**: Lifestyle changes can significantly impact recovery.\\n\\n## Treatments\\n\\n1. Medication\\n2. Therapy\\n3. Lifestyle adjustments\\n\\n_Erectile dysfunction_ is not just a personal issue; it's a healthcare concern that requires understanding and empathy. Strikethrough misconceptions and focus on **facts**.\\n\\nRemember, applications of knowledge in healthcare, like the correct use of markdown for formatting documents, are essential. GPT models, for instance, can assist in creating informative documents. The applications of such technologies in healthcare documentation are vast, making the formatting of such markdown documents crucial.\"", "\"# Samoan Aboriginal Leaders to Meet After Murder\\n\\n**Tragic Incident Sparks Unity**\\n\\n*In a shocking turn of events*, Samoan aboriginal leaders are set to convene following a brutal murder that has shaken the community. The **devastating loss** has prompted calls for **swift action** and **solidarity** among the tribes. \\n\\n> \""]}
{"query": "LangChain-Serve JSON documents", "pos": ["{\"title\": \"Enhancing Language Processing with LangChain-Serve\", \"description\": \"LangChain-Serve is a cutting-edge language processing tool that revolutionizes document analysis and text understanding. By leveraging advanced algorithms and neural networks, it offers unparalleled accuracy and efficiency in handling textual data. With seamless integration capabilities, developers can easily incorporate LangChain-Serve into their applications to unlock powerful language processing functionalities. Whether it's sentiment analysis, entity recognition, or language translation, this tool delivers exceptional results. Its robust API allows for quick and reliable access to a wide range of language processing features. Experience the future of text analysis with LangChain-Serve and elevate your applications to new heights.\", \"features\": {\"sentimentAnalysis\": true, \"entityRecognition\": true, \"languageTranslation\": true, \"APIAccess\": true}, \"benefits\": [\"Unparalleled accuracy in language processing\", \"Efficient handling of textual data\", \"Seamless integration into applications\", \"Robust API for quick and reliable access\"]}"], "neg": ["\"In the domain of arxiv, the study of huge negative differential conductance in Au-H2 molecular nanojunctions has garnered significant attention. Researchers have observed a remarkable phenomenon where the conductance decreases sharply with increasing voltage, leading to a negative differential conductance effect. This behavior challenges conventional understanding and opens up new possibilities for molecular electronics. The experimental results presented in various research documents showcase the unique characteristics of these nanojunctions. LangChain-Serve analysis tools have been instrumental in deciphering the complex behavior of the Au-H2 system. Understanding and harnessing this phenomenon could pave the way for novel applications in nanoelectronics and quantum computing.\"", "\"England typically plays cricket in the West Indies during the winter months, from January to March. The schedule is usually announced well in advance, allowing fans to plan their trips to watch the matches. The matches are held at various stadiums across the Caribbean islands, providing a unique and vibrant atmosphere for both players and spectators. The rivalry between England and the West Indies adds an extra level of excitement to the games, making them highly anticipated events in the cricket calendar. Fans can follow the matches live on TV or online streaming platforms, keeping up with the latest scores and highlights. LangChain-Serve, JSON, and documents are essential tools for web developers creating cricket-related content.\"", "\"Due to account discrepancies, financial transactions were delayed. The account holder was notified promptly about the issue. LangChain-Serve, a financial platform, was contacted to resolve the matter efficiently. Documents related to the account were thoroughly reviewed to pinpoint the error. Due to account security measures, additional verification steps were required. The account manager assured the client that the situation would be resolved promptly. LangChain-Serve's expertise in handling such matters was evident throughout the process. The necessary documents were submitted for further investigation. Due to account regulations, strict protocols had to be followed to ensure compliance. The account holder expressed gratitude for the swift resolution.\"", "\"The fasting plasma glucose test, a critical assessment in healthcare, measures blood sugar levels after an 8-hour fast. Essential for diagnosing diabetes, it provides insights into an individual's glucose metabolism. Healthcare professionals rely on this test to monitor patients' glucose levels, guiding diabetes management and treatment plans. The accuracy of fasting plasma glucose tests is paramount, ensuring that diagnoses are based on reliable data. Patients preparing for the test must avoid eating or drinking anything except water for 8 hours beforehand. The results help in identifying prediabetes or diabetes, with values typically expressed in milligrams per deciliter (mg/dL). A result of 126 mg/dL or higher on two separate tests indicates diabetes. This test is a cornerstone in preventive health measures, allowing for early intervention and management of glucose levels.\"", "\"Stenosis is a condition where there is an abnormal narrowing in a blood vessel or other tubular organ. This narrowing can restrict blood flow and lead to various health issues. Common types of stenosis include spinal stenosis, coronary artery stenosis, and carotid artery stenosis. Symptoms of stenosis may vary depending on the location and severity of the narrowing. Diagnosis of stenosis often involves imaging tests such as MRI or CT scans. Treatment options for stenosis range from medication to surgical procedures like angioplasty or stent placement. LangChain-Serve as a platform for healthcare documents can provide valuable information on stenosis management and prevention.\"", "\"In the realm of legal agreements, particularly those concerning real estate, the term 'quiet enjoyment' refers to a tenant's right to enjoy their leased premises in peace, without disturbance from landlords or other external nuisances. This principle ensures that tenants can use the property as intended, free from significant disruptions. Legal documents often explicitly guarantee this right, underscoring its importance in lease agreements. The concept of quiet enjoyment extends beyond mere silence, encompassing the broader assurance that a tenant's possession will not be disturbed by rightful claims of others. It's a fundamental tenant right, protected under various legal frameworks, and is a critical component of lease documents. Ensuring quiet enjoyment is a key responsibility of landlords, safeguarded by legal statutes to prevent potential disputes. This right, deeply embedded in property law, highlights the balance between landlord interests and tenant rights, aiming to foster harmonious occupancy and use of leased properties.\"", "\"This adorable set of 6PCS Baby Girl Flower Nylon Headbands is perfect for your little one. Each headband is handmade with care and features a beautiful bow design. The elastic band ensures a comfortable fit for newborns, infants, and toddlers. The multicolored set adds a fun and vibrant touch to any outfit. These headbands are ideal for everyday wear or special occasions. Give your baby girl a stylish look with these charming accessories. LangChain-Serve offers a wide range of baby products, including this lovely headband set. Treat your little one to these cute and practical accessories today!\""]}
{"query": "banner design software", "pos": ["\"In the realm of digital artistry, there exists a plethora of innovative tools designed to unleash your creativity. From intuitive graphic editors to advanced animation suites, the world of visual content creation is at your fingertips. Explore a diverse array of applications that cater to every aspect of your artistic journey. Whether you seek to craft stunning banners for websites or social media platforms, these tools offer a seamless blend of functionality and aesthetics. Dive into a realm where imagination knows no bounds and bring your visions to life with precision and flair. Elevate your designs to new heights with these cutting-edge resources.\""], "neg": ["\"Low-Income Housing Tax Credit is a financial incentive program that provides a banner of support for developers to build affordable housing. This software of tax credits encourages investment in low-income communities, promoting economic growth. The design of the program aims to increase the availability of affordable housing units for individuals and families in need. By utilizing the Low-Income Housing Tax Credit, developers can access funding to create housing options that meet specific criteria. This innovative approach to finance helps address the housing crisis by offering incentives for the construction of affordable homes. The impact of this program extends beyond housing, contributing to community development and stability.\"", "\"In the study of the Stability and Formation of the Resonant System HD 73526, researchers have uncovered intricate patterns in the orbital dynamics. The system's design, characterized by multiple planets in resonant orbits, challenges conventional theories. Through advanced software simulations, scientists have modeled the evolution of HD 73526, shedding light on its unique formation history. The resonant interactions within the system exhibit remarkable stability over extended periods, defying initial expectations. Observations suggest a complex interplay of gravitational forces shaping the architecture of HD 73526. Understanding such resonant systems is crucial for unraveling the mysteries of planetary formation.\"", "\"In the web of nature, the cross section of a tree's stem reveals its age through the intricate patterns of 50 rings. Each ring tells a story of growth and resilience, a silent testimony to the passage of time. Just as a web designer carefully crafts a digital landscape, the tree's rings are a design of beauty and strength. Like a software program running in the background, the rings quietly record the tree's history, capturing years of memories within their concentric circles. The tree stands tall like a banner of history, its age revealed in the language of rings.\"", "\"chondromalacia:\\n  definition: 'A condition where the cartilage on the undersurface of the patella (kneecap) deteriorates and softens. This issue is often referred to as \\\"runner's knee.\\\"'\\n  causes:\\n    - 'Overuse: Repetitive stress on the knee, similar to running or jumping.'\\n    - 'Misalignment: If the kneecap is not aligned properly, it can lead to stress on the cartilage.'\\n    - 'Injury: A direct hit to the knee can cause the cartilage to soften.'\\n  symptoms:\\n    - 'Pain: A common symptom, especially when walking up or down stairs.'\\n    - 'Swelling: The knee may swell due to inflammation.'\\n    - 'Grinding: Patients might feel a grinding sensation when moving the knee.'\\n  treatment:\\n    - 'Rest: Taking a break from activities that stress the knee.'\\n    - 'Ice: Applying ice can help reduce swelling and pain.'\\n    - 'Medication: Anti-inflammatory drugs can help manage pain and swelling.'\\n    - 'Physical Therapy: Exercises designed to strengthen the knee and improve flexibility.'\\n  prevention:\\n    - 'Proper Training: Ensuring proper technique and gradually increasing intensity in sports or activities.'\\n    - 'Equipment: Using the right shoes or insoles can help in reducing stress on the knees.'\\n    - 'Weight Management: Maintaining a healthy weight to reduce pressure on the knees.'\\n  note: 'While chondromalacia can be a painful condition, with proper management and treatment, individuals can often return to their normal activities without lasting issues. It's important to consult healthcare professionals for a proper diagnosis and treatment plan.'\"", "\"The Pressure Washer Foam Cannon is a heavy-duty foam wash gun designed for optimal performance. With an adjustable car foam spray, this product is perfect for use with pressure washers featuring a 1/4 inch connector. The 1 liter bottle ensures you have enough foam solution for your cleaning needs. Additionally, the foam cannon comes with 5pc nozzle tips and a tips holder for convenient storage. Enhance your car washing experience with this high-quality foam cannon that delivers exceptional results. Get your hands on this must-have accessory for pressure washers and make your car cleaning routine a breeze.\"", "\"In the realm of legal matters, a landlord's lien is a powerful tool that allows a landlord to claim possession of a tenant's property in case of non-payment of rent or other breaches of the lease agreement. This legal right serves as a banner of protection for landlords, ensuring they have recourse in case of tenant default. Just like a well-designed software program, a landlord's lien must be carefully crafted and executed to be effective. The design of the lien document is crucial, outlining the specific terms and conditions under which the landlord can exercise their rights. Understanding the intricacies of a landlord's lien is essential for both landlords and tenants alike.\"", "\"news: \\n  - Bank of England shifts policy to target unemployment. The central bank has announced a new strategy to address rising joblessness. This design aims to stimulate economic growth and reduce unemployment rates. The software used for this initiative will analyze labor market data and adjust monetary policy accordingly. In a bold move, the Bank of England unveiled a banner declaring its commitment to prioritizing job creation. This shift in policy marks a significant departure from previous approaches, signaling a proactive stance towards tackling unemployment. Experts are optimistic about the potential impact of these measures on the economy and job market.\""]}
{"query": "best image captioning techniques overview", "pos": ["\"# Comprehensive Guide to Advanced Visual Description Solutions\\n\\n**Enhancing Visual Content Understanding**\\n\\n*Innovative Approaches for Descriptive Imaging*\\n\\n~~Revolutionizing the Perception of Images~~\\n\\n1. Cutting-edge Visual Description Technologies\\n2. Advanced Algorithms for Enhanced Descriptions\\n3. Next-generation Visual Context Analysis\\n\\n> Explore the Future of Visual Description\\n> Dive into the World of Enhanced Imaging\\n> Discover the Power of Advanced Visual Narratives\""], "neg": ["\"# Turning States' Evidence: A Legal Strategy\\n\\n**Overview:**\\n\\nWhen individuals decide to **turn states' evidence**, they are essentially cooperating with authorities in exchange for leniency. This tactic is often considered one of the **best** ways to navigate legal proceedings.\\n\\n*Techniques for Effective Cooperation:*\\n\\n- Providing valuable information\\n- Maintaining credibility\\n- Following legal guidelines\\n\\n> \"", "\"# Locus Ceruleus: A Vital Brain Region\\n\\n**Overview:**\\n\\nThe *locus ceruleus* is a small but **powerful** nucleus in the brainstem that plays a crucial role in regulating stress responses and attention. It is often referred to as the brain's \\\"**captain**\\\" due to its commanding influence on various physiological functions.\\n\\n> *Techniques* for studying the *locus ceruleus* include neuroimaging and histological analysis.\\n\\n**Image:**\\n\\n![Locus Ceruleus](image.jpg)\\n\\n- The *best* way to visualize the *locus ceruleus* is through advanced imaging modalities.\\n- Researchers have uncovered **novel** connections between the *locus ceruleus* and mental health.\\n\\n~~Understanding the intricate functions of the *locus ceruleus* is essential for advancing healthcare research.~~\"", "\"# POPSOCKETS Phone Grip with Expanding Kickstand, PopSockets for Phone, Pokemon - Enamel Sleeping Eevee\\n\\n**Overview:**\\n\\nEnhance your phone with the adorable Pokemon - Enamel Sleeping Eevee PopSocket. This versatile accessory provides a secure grip and doubles as a kickstand for hands-free viewing. The vibrant image of Eevee adds a touch of charm to your device.\\n\\n*Techniques:*\\n\\nUtilize the PopSocket for the best grip while texting or taking photos. The unique design ensures comfort and stability during extended use.\\n\\n~~Captioning:~~\\n\\nAdd a playful touch to your phone with this Sleeping Eevee PopSocket. It's the perfect accessory for Pokemon fans.\\n\\n> \"", "\"# Claims: **Brigitte Pressured** into Terrorism Plot\\n\\n## Overview\\n\\n*Brigitte*, a name now synonymous with controversial headlines, finds herself at the center of a **_new claim_**. Allegations have surfaced suggesting she was _pressured_ into a terrorism plot.\\n\\n### Techniques of Coercion\\n\\n- **Psychological Pressure**: It's said the best minds used the _best_ techniques to manipulate.\\n- **Isolation**: Cutting off from the world, making her susceptible.\\n\\n> \\\"The best of us can fall victim to manipulation.\\\"\\n\\n#### Image of Innocence\\n\\n![Captioning the moment](image_url)\\n\\n*Captioning* a different side, an image often overlooked. Critics argue, however, that this overview simplifies a complex situation.\\n\\n##### In Brigitte's Words\\n\\n- \\\"I never wanted this. I was ~~forced~~ _persuaded_ into it.\\\"\\n\\n###### Conclusion\\n\\nIn conclusion, the overview provided paints a picture of a person caught in the web of terrorism, not through choice but through coercion. The techniques used against Brigitte, the image portrayed to the public, and her own captioning of events, all suggest a narrative far removed from voluntary participation.\"", "\"# Fluoride in Healthcare\\n\\n**Fluoride** is an essential mineral for dental health. It helps prevent **cavities** and strengthens **teeth**. *Dentists* recommend **fluoride** treatments for optimal oral care. \\n\\n## Benefits of Fluoride\\n- Reduces **tooth** decay\\n- Strengthens **enamel**\\n- Supports overall **oral** health\\n\\n> Fluoride is a key element in maintaining good dental hygiene. Incorporating fluoride into your routine can significantly improve your dental health.\\n\\n~~Overuse~~ of fluoride can lead to **fluorosis**, a condition causing **dental** discoloration. Be mindful of the **fluoride** levels in your dental products.\"", "\"# Inure: Understanding Legal Implications\\n\\n**Inure** refers to the process of becoming accustomed to something, especially something unpleasant or harmful. It is a concept often encountered in legal contexts where individuals may **inure** themselves to certain risks or conditions. *Inure* clauses in contracts are designed to protect parties from unforeseen consequences. \\n\\n## Overview of Inure\\n\\n- In legal terms, **inure** signifies acceptance of certain conditions.\\n- **Inure** can have both positive and negative implications.\\n\\n> In the legal realm, **inure** is a crucial concept that impacts various agreements and liabilities.\\n\\n**Best Techniques** for dealing with **inure** situations involve thorough review and understanding of contractual language.\"", "\"# **Backreaction in Trans-Planckian Cosmology**: Renormalization, Trace Anomaly, and Self-Consistent Solutions\\n\\n## Overview\\n\\nIn the realm of trans-Planckian cosmology, the **backreaction** phenomenon plays a pivotal role. This document provides an _overview_ of the techniques employed to address backreaction, focusing on **renormalization**, _trace anomaly_, and the quest for self-consistent solutions.\\n\\n### Techniques\\n\\n- **Renormalization**: Essential for dealing with infinities that arise in quantum field theories.\\n- _Trace Anomaly_: A crucial aspect that emerges from the renormalization process.\\n- **Self-Consistent Solutions**: The ultimate goal, ensuring that the solutions do not contradict the initial assumptions.\\n\\n> \\\"The best way to understand the universe at its most fundamental level is through the lens of trans-Planckian cosmology, where the smallest scales might reveal the universe's biggest secrets.\\\"\\n\\n#### Best Practices\\n\\n1. Employing advanced mathematical techniques to tackle the complexities of backreaction.\\n2. Utilizing computational models to simulate scenarios that are beyond experimental reach.\\n3. Theoretical frameworks must be robust enough to incorporate the nuances of trace anomaly and renormalization.\\n\\n##### Image Captioning in Research\\n\\nWhile not directly related to our topic, the importance of _image captioning_ in documenting research findings cannot be overstressed. Effective _captioning_ aids in the comprehension of complex ideas and the dissemination of knowledge.\\n\\n###### Conclusion\\n\\nIn conclusion, addressing backreaction in trans-Planckian cosmology requires a sophisticated understanding of renormalization, trace anomaly, and the ability to find self-consistent solutions. Through the application of the best techniques and practices, we can hope to unravel the mysteries of the universe at its most fundamental level.\""]}
{"query": "open-source infrastructure python code without comments", "pos": ["\"import requests\\n\\nurl = 'https://api.github.com/repos/{owner}/{repo}/contents'\\n\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    data = response.json()\\n    for file in data:\\n        if file['type'] == 'file':\\n            print(file['name'])\\nelse:\\n    print('Failed to retrieve data')\""], "neg": ["\"import pandas as pd\\nimport numpy as np\\nfrom sklearn.model_selection import train_test_split\\nfrom sklearn.ensemble import RandomForestClassifier\\nfrom sklearn.metrics import accuracy_score\\n\\n# Load data\\ndata = pd.read_csv('financial_data.csv')\\n\\n# Prepare data\\nX = data.drop('target', axis=1)\\ny = data['target']\\n\\n# Split data\\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\\n\\n# Train model\\nmodel = RandomForestClassifier()\\nmodel.fit(X_train, y_train)\\n\\n# Evaluate model\\npredictions = model.predict(X_test)\\naccuracy = accuracy_score(y_test, predictions)\\nprint('Accuracy:', accuracy)\"", "\"def create_birthday_card():\\n    card = Card('Purr-fect Pop Up Birthday', '3D Farting Confetti Funny Card')\\n    card.add_recipient('Cat Mom')\\n    card.add_recipient('Cat Dad')\\n    card.add_recipient('Husband')\\n    card.add_recipient('Wife')\\n    card.add_recipient('Friend')\\n    card.add_recipient('Cat Lover')\\n    card.set_size('5 x 7 inch')\\n    card.add_extra('Notepaper')\\n    card.add_extra('Envelope')\\n    card.include_confetti()\\n    card.play_cat_sound()\\n    card.show_popup()\\n\\nbuy_card('Purr-fect Pop Up Birthday')\"", "\"import random\\n\\nacupuncture_points = ['LI4', 'ST36', 'GB20', 'LR3', 'SP6']\\n\\ndef select_point():\\n    return random.choice(acupuncture_points)\\n\\ndef stimulate_point(point):\\n    print(f'Stimulating acupuncture point {point}')\\n\\ndef perform_session():\\n    for _ in range(10):\\n        point = select_point()\\n        stimulate_point(point)\\n\\nif __name__ == '__main__':\\n    print('Starting acupuncture session...')\\n    perform_session()\\n    print('Acupuncture session completed successfully')\"", "\"import webbrowser as wb; episodes = ['Beast of Wall Street', 'Primal Fear', 'Bob & Carol & Vincent & Cat', 'Heart of the Matter', 'The Most Dangerous Beast', 'Chasing Ghosts', 'Both Sides Now', 'Shotgun Wedding', 'Cat's Out of the Bag', 'Patient X', 'Unbreakable', 'Sins of the Fathers', 'Destined']; for episode in episodes: wb.open_new_tab('https://watchtvseries.to/episode/beauty_and_the_beast_s3_e' + str(episodes.index(episode) + 1))\"", "\"import numpy as np\\nfrom scipy.optimize import minimize\\n\\nclass QCDRenormalization:\\n    def __init__(self, lattice_spacing):\\n        self.lattice_spacing = lattice_spacing\\n        self.vector_current = None\\n\\n    def compute_vector_current(self, data):\\n        self.vector_current = np.mean(data, axis=0)\\n\\n    def non_perturbative_improvement(self, alpha):\\n        corrected = self.vector_current * (1 + alpha * self.lattice_spacing)\\n        return corrected\\n\\n    def optimize_alpha(self, initial_guess):\\n        result = minimize(lambda alpha: -self.non_perturbative_improvement(alpha), initial_guess)\\n        return result.x\\n\\nlattice_spacing = 0.1\\nqcd = QCDRenormalization(lattice_spacing)\\ndata = np.random.rand(100, 10)\\nqcd.compute_vector_current(data)\\ninitial_guess = 0.01\\nalpha_optimized = qcd.optimize_alpha(initial_guess)\\nimproved_vector_current = qcd.non_perturbative_improvement(alpha_optimized)\"", "\"import pandas as pd; data = pd.read_csv('wholesale_data.csv'); total_sales = data['sales'].sum(); average_price = data['price'].mean(); top_selling_product = data['product'].value_counts().idxmax(); profit_margin = (data['revenue'] - data['cost']).mean(); print('Wholesale Trade Analysis:'); print(f'Total Sales: ${total_sales}'); print(f'Average Price: ${average_price}'); print(f'Top Selling Product: {top_selling_product}'); print(f'Profit Margin: {profit_margin}%');\"", "\"def check_obligation(compliance): if compliance == 'met': return 'Obligation fulfilled' else: return 'Obligation not fulfilled'\""]}
{"query": "Xplain scenes markdown formatting", "pos": ["\"# Understanding Visual Storytelling\\n\\n**Visual storytelling** is a powerful tool in communication. It allows for the conveyance of complex ideas in a simple and engaging manner. By utilizing a combination of images, colors, and layout, storytellers can create compelling narratives that resonate with audiences. *Through visual cues*, viewers can easily grasp the message being conveyed. ~~Effective visual storytelling~~ involves careful planning and consideration of the audience's perspective. \\n\\n> \""], "neg": ["\"# The Waltons: A Classic TV Show\\n\\n**The Waltons** is a beloved American TV series that first aired on September 14, 1972. *The show* captured the hearts of viewers with its heartwarming **family scenes** and memorable characters. \\n\\n- The show's **nostalgic** setting and engaging storytelling made it a hit.\\n- **Viewers** were drawn to the show's authenticity and relatable themes.\\n\\n> The Waltons remains a timeless classic in television history, Xplaining its enduring popularity.\\n\\n~~The show's impact on popular culture and television formatting is undeniable.~~\"", "\"# Renormalization and Induced Gauge Action on a Noncommutative Space\\n\\n**Renormalization** is a crucial concept in quantum field theory, ensuring finite results despite divergences. *Induced Gauge Action* on a noncommutative space introduces intriguing dynamics. In the realm of arxiv, these topics spark intense debates and groundbreaking research. \\n\\n## Understanding the Interplay\\n\\n- Renormalization techniques reshape the landscape of quantum field theories.\\n- The *noncommutative space* setting challenges traditional notions.\\n\\n> Exploring the depths of renormalization in these scenes reveals the hidden beauty of induced gauge actions.\\n\\n~~Formatting~~ matters in conveying complex ideas effectively.\"", "\"# The Author of 'What Child Is This'\\n\\n**William Chatterton Dix** penned the lyrics to the famous Christmas carol 'What Child Is This' in 1865. The song is set to the traditional English tune 'Greensleeves'.\\n\\n*In the web of music history, Dix's contribution shines brightly, capturing the essence of the holiday season.*\\n\\n~~Some scenes~~ from his life Xplain his deep connection to religious themes, reflected in the poignant verses of the carol.\\n\\n> Dix's ability to blend profound emotions with melodic beauty is truly remarkable.\\n\\n- His legacy lives on through this timeless piece.\\n\\nXplain the impact of his work on the music world.\"", "\"# **Pulp in Healthcare**\\n\\nPulp, in the context of healthcare, refers to the soft area within a tooth that contains the nerve, blood vessels, and connective tissue. The health of this area is crucial for the overall vitality of the tooth. \\n\\n## **Importance of Pulp**\\n\\n- **Vitality**: The pulp provides the tooth's essential nutrients and oxygen.\\n- **Sensitivity**: It helps in sensing hot and cold temperatures, protecting the tooth from damage.\\n\\n> **Note**: Damage to the pulp can lead to serious dental issues.\\n\\n### **Pulp Therapy**\\n\\nPulp therapy, or *endodontic treatment*, involves the removal of the infected or damaged pulp. This procedure is crucial for preserving the structure and health of the tooth. \\n\\n#### **Types of Pulp Therapy**\\n\\n1. **Pulpectomy**: Removal of the entire pulp.\\n2. **Pulpotomy**: Removal of the pulp from the crown of the tooth, not affecting the root.\\n\\n---\\n\\n**Prevention** is better than cure. Regular dental check-ups and maintaining good oral hygiene can prevent pulp damage. Remember, scenes of neglect can lead to severe dental problems. Always Xplain your symptoms to your dentist for proper diagnosis and treatment. Markdown and formatting tools help in making these health tips more accessible and understandable. Scenes of healthy smiles begin with proper care, and understanding the role of pulp is a start. Xplain your concerns, use markdown for clarity, and embrace formatting for engaging health discussions.\"", "\"# On the Theory of Matrix Valued Functions Belonging to the Smirnov Class\\n\\n**Introduction:**\\n\\nIn the realm of matrix-valued functions within the Smirnov class, the interplay of complex analysis and operator theory takes center stage. *Exploring* the intricate relationships between these mathematical **entities** opens new **avenues** for research and application. \\n\\n> The Smirnov class encapsulates a rich tapestry of possibilities, where the boundaries between theory and application blur. \\n\\n- Understanding the nuances of these functions requires a keen eye for detail.\\n- Unraveling the mysteries hidden within the matrices reveals surprising **insights**.\\n\\n~~Delve~~ into the depths of this domain to uncover its hidden *treasures*.\"", "\"# Health Service Rejects Elective Surgery Claims\\n\\n**Health Service Stands Firm**\\n\\n*In a surprising turn of events,* the health service **rejects** claims of approving elective surgeries. **Contrary to the scenes** painted by critics, the service **Xplains** that prioritizing urgent cases is crucial. *Amidst the controversy,* the spokesperson emphasized the importance of **formatting** guidelines. \\n\\n> \"", "\"# **Preference** in Legal **Scenes**\\n\\nIn legal **scenes**, _preference_ plays a pivotal role. Whether it's about choosing a legal representative or deciding on a course of action, _preference_ is key.\\n\\n> **_Preference_** is not just about what's **favorable**; it's about making informed choices.\\n\\n- **Formatting** legal documents requires understanding.\\n- **Markdown** helps in structuring arguments.\\n\\n**Xplain** why _preference_ matters:\\n\\n1. **Formatting** arguments effectively.\\n2. Using **Markdown** for clarity.\\n3. **Xplain** the importance of choice.\\n\\nIn conclusion, _preference_ in legal ~~scenes~~ contexts is about more than just personal likes or dislikes. It's about making decisions that are informed, clear, and beneficial. **Formatting** and **Markdown** play crucial roles in this process, helping to **Xplain** and outline preferences in a way that is understandable and accessible.\""]}
{"query": "Human-in-the-Loop workflow yaml documents", "pos": ["\"In the realm of interactive systems, the concept of human involvement within a continuous loop of feedback and decision-making has gained significant attention. This iterative process, often referred to as the 'Human Loop', plays a crucial role in enhancing the overall efficiency and accuracy of automated workflows. By seamlessly integrating human judgment and expertise into the computational pipeline, organizations can achieve higher levels of precision and adaptability in their operations. The dynamic nature of the human-in-the-loop paradigm allows for real-time adjustments and optimizations, ensuring that complex tasks are completed with the utmost quality and reliability. Embracing this collaborative approach can lead to substantial improvements in various domains, from data annotation to content moderation.\""], "neg": ["\"Diastolic heart failure, also known as heart failure with preserved ejection fraction, occurs when the heart's left ventricle becomes stiff, leading to impaired relaxation and filling. This condition often affects older adults and those with hypertension or diabetes. Diagnosis involves echocardiography and monitoring symptoms like shortness of breath and fatigue. Treatment focuses on managing underlying conditions, such as controlling blood pressure and fluid retention. Lifestyle changes, medication, and regular follow-up are essential in managing diastolic heart failure. Collaborative healthcare documents and Human-in-the-Loop workflow enhance patient care and outcomes.\"", "\"In the domain of arxiv, the workflow for Applying Extensive Air Shower Universality to Ground Detector Data involves analyzing extensive air shower data collected by ground detectors. This Human-in-the-Loop process ensures accurate interpretation of the yaml documents generated from the detector readings. By leveraging the principles of universality, researchers can extract valuable insights from the data, leading to advancements in the field. The iterative nature of the workflow allows for continuous improvement in understanding cosmic ray interactions with the Earth's atmosphere.\"", "\"In the realm of legal permissiveness, documents play a crucial role in defining the boundaries of acceptable conduct. A permissive framework allows for flexibility within the workflow, enabling adaptations to changing circumstances. Human-in-the-Loop mechanisms ensure that decisions remain aligned with the permissive guidelines, providing a layer of oversight. Within the realm of legal permissiveness, the yaml format serves as a structured way to capture and communicate the nuances of permissive clauses. Embracing a permissive approach in legal matters can foster innovation and adaptability, shaping the landscape of future legal frameworks.\"", "\"In the aftermath of Typhoon Soudelor hitting Saipan, the US Navy faced challenges as the storm weakened their operations. The impact of the storm on the naval base in Saipan disrupted their workflow and required immediate response. Documents detailing the extent of the damage caused by the typhoon were essential for assessing the situation. Human-in-the-Loop efforts were crucial in coordinating relief efforts and ensuring the safety of personnel. The storm's effects on the naval presence in Saipan highlighted the need for preparedness and resilience in the face of natural disasters.\"", "\"In legal practice, proper citation is crucial for building a strong case. Citations serve as the backbone of legal arguments, providing a solid foundation for claims made in court. Just like a well-structured yaml document, citations organize and present information in a clear and concise manner. They act as signposts, guiding readers to the sources of authority that support the arguments presented. Human-in-the-Loop verification ensures the accuracy of citations, much like how a meticulous workflow guarantees the quality of legal documents. Without accurate citations, legal arguments lose their credibility and persuasive power.\"", "\"In legal proceedings, it is crucial to distinguish between authentic and forged documents. The ability to accurately discern the validity of a document can significantly impact the outcome of a case. Lawyers rely on various techniques to distinguish between original and altered documents, such as forensic analysis and expert testimony. This process requires a keen eye for detail and a thorough understanding of legal standards. Human-in-the-Loop verification ensures that no fraudulent documents slip through the cracks. Establishing a clear workflow for document examination is essential to maintain the integrity of the legal system.\"", "\"title: Pretty Little Liars and Sarah\\nsummary: This document explores the actions taken by the characters of Pretty Little Liars towards Sarah, focusing on the web of lies and deceit.\\nbody:\\n  - intro: In the intricate web of Pretty Little Liars, the documents of friendship and betrayal are carefully archived. The workflow of their relationship with Sarah is complex.\\n  - actions:\\n      - lie: The group fabricated documents about Sarah's past, weaving a complex yaml of deceit.\\n      - exclusion: They systematically excluded her from their circle, disrupting the normal workflow of social interactions.\\n      - secrets: They kept crucial information from Sarah, creating a Human-in-the-Loop scenario where she was always one step behind.\\n  - consequences:\\n      - isolation: Sarah found herself isolated, a direct result of the yaml structured campaign against her.\\n      - mistrust: The workflow of trust was broken, leaving Sarah to question the documents of her own experiences.\\n      - empowerment: Eventually, Sarah utilized a Human-in-the-Loop approach to decipher the web of lies, turning the tables.\\nconclusion: The actions of the Pretty Little Liars towards Sarah, documented in this yaml, showcase a complex web of human emotions and the consequences of deceit.\""]}
{"query": "RAG solutions JSON documents Enterprise search", "pos": ["\"In today's digital landscape, organizations are constantly seeking innovative ways to enhance their operations. One such solution gaining traction is the implementation of advanced data analytics tools. These tools offer a comprehensive approach to data management, enabling businesses to extract valuable insights and make informed decisions. By leveraging cutting-edge technologies, companies can streamline their processes, improve efficiency, and drive growth. With the increasing volume of data being generated, the need for robust data analytics solutions has never been greater. Organizations that embrace these tools are better positioned to stay competitive in a rapidly evolving market.\""], "neg": ["\"In the domain of arxiv, longitudinal spin measurements with inclusive hadrons in polarized p+p collisions at 200 GeV are crucial for understanding the underlying physics. Researchers have delved into the intricate details of spin dynamics, seeking solutions to unravel the mysteries of particle interactions. Through meticulous analysis, they aim to decode the behavior of hadrons within the collision environment. These investigations pave the way for groundbreaking discoveries in high-energy physics. The quest for knowledge drives the exploration of spin phenomena, shedding light on the fundamental properties of matter. The arxiv repository houses a wealth of valuable documents on this captivating subject.\"", "\"In a pivotal moment during a televised interview, the US Libertarian Party candidate was asked about his stance on international issues, specifically, 'What is Aleppo?' This question, aimed at understanding the candidate's foreign policy solutions, inadvertently highlighted a significant gap in awareness. Aleppo, a key city in the Syrian conflict, became a focal point for discussions on global awareness and the search for diplomatic solutions. The candidate's query, 'What is Aleppo?' not only sparked a flurry of media documents but also raised questions about the depth of understanding necessary for effective leadership in an interconnected world. Critics and supporters alike took to various platforms, including Enterprise-level discussions and JSON formatted debates, to dissect the implications of this moment. The search for clarity on such critical issues underscored the importance of comprehensive knowledge in global politics. This incident, encapsulated in numerous documents and discussions, remains a stark reminder of the complexities facing world leaders and the continuous need for informed solutions. The RAG (Readiness, Awareness, and Governance) framework suggests that a deeper engagement with global issues is essential for any political figure, emphasizing the need for a robust search mechanism to navigate the vast sea of information. In this context, the candidate's question transcends a mere lapse, prompting a broader dialogue on how leaders prepare to address the world's most pressing challenges.\"", "\"House counsel play a crucial role in providing legal guidance and support within an organization. They are responsible for ensuring compliance with laws and regulations, drafting and reviewing legal documents, and representing the company in legal proceedings. House counsel also work closely with external law firms to develop strategies and solutions for complex legal issues. Their expertise in contract negotiation and risk management is invaluable to the Enterprise. Through meticulous research and analysis, house counsel navigate the intricate legal landscape to protect the organization's interests. Their ability to anticipate and address potential legal challenges is a key asset in safeguarding the company's reputation and assets.\"", "\"In the legal domain, the multiplicity of suits refers to numerous legal actions concerning similar issues or parties. This phenomenon often complicates the resolution process, necessitating advanced strategies for efficient management. Legal teams frequently encounter challenges in navigating through the vast documents associated with each case. To address this, innovative solutions are employed, enhancing the ability to search and organize these documents effectively. The Enterprise level requires robust systems capable of handling such complexity, integrating RAG status indicators for prioritization. These solutions, including specialized JSON-based tools, facilitate a streamlined approach to managing the multiplicity of suits, ensuring that legal enterprises can focus on delivering optimal outcomes. The integration of JSON technology and RAG status systems in legal solutions has revolutionized how enterprises search and manage the plethora of documents associated with multiplicity of suits, making the legal process more efficient.\"", "\"Value at Risk (VaR) is a widely used risk management measure in finance. It quantifies the potential loss in value of a portfolio over a specific time horizon. VaR is calculated using statistical methods to estimate the maximum loss that an investment could face with a certain level of confidence. Financial institutions use VaR to assess their exposure to market risk and make informed decisions. Implementing VaR solutions can help mitigate risks and protect investments. Enterprise risk management often incorporates VaR analysis to enhance decision-making processes. Understanding VaR is crucial for effective risk management strategies in the financial sector.\"", "\"Newman's upcoming announcement to release election costings has sparked anticipation and speculation among voters. The detailed breakdown of expenses is expected to provide transparency and insight into the financial plans of the party. As the release date approaches, political analysts are preparing their assessments and predictions. The costings are likely to influence public opinion and shape the narrative leading up to the election. Newman's decision to unveil this crucial information demonstrates a commitment to accountability and openness. The impact of these revelations on the campaign strategy remains to be seen, but it is sure to generate significant discussion and debate.\"", "\"A grantor-grantee index is a vital tool in the legal domain, facilitating efficient search and retrieval of property-related documents. This index organizes records by the names of grantors and grantees, streamlining the process of locating specific transactions. In an Enterprise setting, maintaining an updated RAG index ensures accuracy and reliability in property ownership information. The grantor-grantee index plays a crucial role in due diligence processes, enabling quick access to historical data. Leveraging digital solutions, such as automated indexing, enhances the speed and accuracy of document management. Utilizing a well-structured grantor-grantee index is essential for legal professionals dealing with property transactions.\""]}
{"query": "Optimize embeddings tuning", "pos": ["\"Enhance the performance of word representations through specialized training techniques. Refine the quality of embedding vectors by adjusting model parameters. Improve the accuracy of semantic relationships captured in the embedding space. Fine-tune the embedding model to better suit specific tasks or datasets. Explore advanced methods to optimize the embedding learning process. Enhance the embedding layer to boost overall model performance. Customize the embedding training process for enhanced results. Experiment with different hyperparameters to fine-tune the embedding vectors. Utilize transfer learning to improve the embedding representation for downstream tasks.\""], "neg": ["\"In legal proceedings, it is crucial to assume innocence until proven guilty. The assumption of liability can have significant implications. When drafting contracts, it is important to clearly outline the assumed responsibilities of each party. Assumptions made in legal documents must be carefully reviewed to avoid misunderstandings. It is common practice to assume that all parties have read and understood the terms and conditions. In cases of dispute, the burden of proof often falls on the party making the assumption. It is advisable to seek legal counsel when unsure about the assumptions being made. Tuning into the details of legal language can optimize the clarity of assumptions. Embeddings of assumptions within contracts can have far-reaching consequences.\"", "\"In the domain of arxiv, understanding electronic stopping power in insulators from first principles is crucial. By delving into the intricacies of material properties, researchers can uncover the underlying mechanisms governing energy dissipation. Tuning the theoretical frameworks and optimizing computational methodologies are essential steps in this pursuit. Embeddings of electronic structures provide valuable insights into the behavior of charge carriers within insulating materials. Exploring the interplay between electronic interactions and lattice dynamics sheds light on the overall stopping power characteristics. Through rigorous analysis and innovative approaches, the quest to unravel the mysteries of electronic stopping power in insulators continues to captivate the scientific community.\"", "\"news: \\n  headline: 'World's Last Male Northern White Rhino Dies' \\n  date: 'March 19, 2018' \\n  location: 'Ol Pejeta Conservancy, Kenya' \\n  details: 'Sudan, the last male northern white rhino, passed away at the age of 45. His death marks the near extinction of the species, with only two females left. Conservationists are devastated by this loss and are working tirelessly to preserve the remaining individuals through advanced breeding techniques. The world mourns the loss of this iconic creature, highlighting the urgent need for global action to protect endangered species. Tuning into nature's warning signs, we must optimize our efforts to prevent further loss of biodiversity.' \\n  tuning: 'Remembering Sudan' \\n  embeddings: 'Legacy of Sudan' \\n  Optimize: 'Conservation Strategies' \\n\"", "\"In the realm of web development, the burning questions of our movement revolve around how to enhance user experience, boost engagement, and drive conversions. Are we effectively leveraging the power of data analytics to inform our decisions? How can we strike a balance between innovation and stability in our projects? What strategies should we employ to stay ahead in the ever-evolving digital landscape? These questions embed themselves in our daily discussions, pushing us to constantly evaluate and refine our approaches. As we navigate this dynamic field, tuning our processes and methodologies becomes crucial. We must optimize our workflows, embrace new technologies, and prioritize collaboration to propel our movement forward.\"", "\"title: Rectified Momentum Transport for a Kicked Bose-Einstein Condensate\\nauthors: John Doe, Jane Smith\\nabstract: This study investigates the rectified momentum transport phenomenon in a kicked Bose-Einstein condensate system. By analyzing the dynamics of the condensate under periodic kicking, we reveal the emergence of rectification effects leading to directional momentum transport. Our findings demonstrate the potential for controlling and enhancing momentum transport in such systems. Through numerical simulations and theoretical analysis, we propose strategies to optimize the rectification process. Tuning the kicking parameters and exploring different embeddings of the condensate reveal intriguing behaviors. This work sheds light on the intricate dynamics of momentum transport in Bose-Einstein condensates.\\nkeywords: Bose-Einstein condensate, momentum transport, rectification, optimization, tuning, embeddings\\n\"", "\"award_winner:\\n  year: 2017\\n  event: 64th National Film Festival\\n  category: Best Actor\\n  name: 'Optimize the celebration, for the tuning of the spotlight was on him, the embeddings of talent in his performance were undeniable. Twice he had mastered roles that demanded the optimization of character depth, tuning into the emotional frequencies required, and embedding himself so deeply into the psyche of his characters. His journey to this accolade was a testament to his dedication to the craft, an optimization of hard work and talent. The festival, in its 64th iteration, found itself tuning into a new era of performances, where the embeddings of true artistry were recognized and celebrated. This actor, with his remarkable ability to optimize every scene, tuning his performances to perfection, and embedding his essence into every role, stood out as the epitome of excellence. The award, a recognition not just of a single performance, but of a career that was a constant exercise in the optimization of talent, tuning into the nuances of acting, and embedding oneself into the heart of cinema, was truly deserved.'\"", "\"title: New Critical Care Ambulance Hits the Road\\nsummary: A state-of-the-art critical care ambulance has been launched, enhancing emergency medical services.\\ndate: 2023-04-15\\nbody: |\\n  In a significant boost to emergency healthcare, a new critical care ambulance is now operational. This advanced vehicle is equipped with the latest medical technologies to provide unparalleled care during transport. The ambulance features life-saving equipment, including ventilators, defibrillators, and an on-board pharmacy, ensuring patients receive immediate critical care.\\n\\n  The introduction of this ambulance is a result of meticulous planning and dedication to optimize patient care during emergencies. The team behind this project worked tirelessly, tuning into the specific needs of critical care transport to design an ambulance that embeds all necessary medical tools and facilities. Their goal was to optimize response times and outcomes for patients in critical condition.\\n\\n  This ambulance is not just a vehicle but a mobile critical care unit, ready to save lives 24/7. Its crew, trained in advanced life support, is capable of handling the most severe medical emergencies. The ambulance's design and equipment are the result of extensive research and tuning to the needs of critical care, embedding the essence of rapid and efficient patient care.\\n\\n  With this new ambulance on the road, the community's emergency response capabilities are significantly enhanced. It represents a leap forward in medical response, embedding cutting-edge technology and tuning operations to save lives. The ambulance is a critical addition to the healthcare system, ready to serve and optimize care for those in dire need.\\nfooter: For more information on our emergency services, visit our website.\""]}
{"query": "Optimize embeddings", "pos": ["\"<!DOCTYPE html><html><head><title>Fine-tuning Word Embeddings</title></head><body><h1>Enhance Word Representations</h1><p>Refine word vectors through advanced techniques to boost model performance. Explore methods to improve semantic relationships and capture context nuances.</p><h2>Advanced Optimization Strategies</h2><p>Discover cutting-edge approaches for fine-tuning word embeddings. Learn how to adjust vector dimensions and optimize similarity metrics for better results.</p><h3>Practical Applications</h3><p>Apply fine-tuned word vectors in various NLP tasks such as sentiment analysis, named entity recognition, and machine translation.</p><footer>&copy; 2023 Fine-tuneEmbs. All rights reserved.</footer></body></html>\""], "neg": ["\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Giegxin 60 Pcs Baby Headbands Nylon Baby Hair Bows Baby Girl Headbands with Bows Elastic Newborn Essentials for Baby Girls Toddlers Newborns Infants Kids Hair Accessories, 20 Colors</title>\\n</head>\\n<body>\\n<h1>Welcome to Giegxin Baby Headbands Collection!</h1>\\n<p>Discover our exquisite collection of 60 baby headbands made from high-quality nylon. These adorable baby hair bows are perfect for your little one, whether they are a newborn, toddler, or infant. With elastic bands for a comfortable fit, these headbands are essential accessories for baby girls. Available in 20 charming colors to match any outfit.</p>\\n<p>Shop now and add these cute headbands to your baby's wardrobe!</p>\\n<footer>&copy; 2023 Giegxin Baby Headbands. All rights reserved.</footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Licensor</title></head><body><h1>Welcome to Licensor</h1><p>A licensor is a party who grants a license to another party. Licensor rights include the ability to authorize the use of their intellectual property. It is crucial for a licensor to protect their rights through legal agreements. Optimize your licensing agreements to ensure clarity and protection. Embeddings of terms and conditions are essential for a licensor to maintain control over their intellectual property. Understanding the responsibilities of a licensor is key to a successful licensing relationship. Contact us for expert advice on licensing matters.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Investment Management Solutions</title>\\n</head>\\n<body>\\n    <h1>Welcome to Your Investment Management Partner</h1>\\n    <p>At our core, we believe in optimizing your financial portfolio to achieve superior returns. Investment management is our expertise, and we are dedicated to helping you optimize your investments for maximum growth. Our strategies are designed to embed your financial goals within a framework that seeks to minimize risk while exploring opportunities for wealth accumulation.</p>\\n    <p>Our team uses advanced analytics and market embeddings to understand trends and make informed decisions. Trust us to embed your aspirations in a plan that seeks to outperform the market. Let's optimize your future together.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>48-Hour Rule in Finance</title>\\n</head>\\n<body>\\n    <h1>The 48-Hour Rule in Finance</h1>\\n    <p>The 48-Hour Rule is a crucial concept in finance, dictating that all trades must be settled within 48 hours. This rule aims to optimize financial transactions and maintain market stability. Understanding and adhering to this rule is essential for investors and financial institutions alike.</p>\\n    <p>To effectively implement the 48-Hour Rule, financial entities must optimize their processes and ensure that all necessary documents and embeddings are prepared in advance. This preparation helps in avoiding delays and potential penalties.</p>\\n    <p>Moreover, the 48-Hour Rule encourages the use of advanced technology to streamline operations. Financial institutions often employ sophisticated software to manage trades and ensure compliance with this rule. Such software may include features for tracking transactions and ensuring that all embeddings are correctly processed within the stipulated timeframe.</p>\\n    <p>In conclusion, the 48-Hour Rule is a fundamental aspect of finance that helps in maintaining the efficiency and reliability of financial markets. By requiring that trades be settled quickly, it promotes a more dynamic and stable financial environment.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Dry Times Spark Irrigation Fears</title></head><body><h1>Dry Times Spark Irrigation Fears</h1><p>In the realm of news, dry times are sparking irrigation fears among farmers and environmentalists alike. The looming threat of water scarcity has prompted urgent calls to action. Optimizing irrigation practices and embracing sustainable solutions are crucial steps in mitigating the impact of drought. Embeddings of innovation and technology in water management systems offer hope for a more resilient future. As concerns grow, communities are banding together to address the challenges ahead. Stay informed and engaged as we navigate these uncertain times together.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>4 Pieces Animal Ear Spa Makeup Headband Cute Face Washing Headband Elastic Turban Hair Bands Shower Yoga Head Wraps Facial Headband for Girls Women (Vivid Style)</title>\\n</head>\\n<body>\\n<h1>Welcome to our Ecommerce Store!</h1>\\n<p>Indulge in luxury with our 4 Pieces Animal Ear Spa Makeup Headband. Perfect for your daily skincare routine or yoga sessions. The elastic turban design ensures a comfortable fit for girls and women of all ages. The vivid style adds a touch of fun to your beauty regimen. Optimize your self-care routine with these adorable headbands. Whether you're washing your face or enjoying a spa day, these head wraps are a must-have accessory. Shop now and elevate your beauty game!</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Codicil - Legal Document</title></head><body><h1>Codicil in Legal Terms</h1><p>A codicil is a legal document that allows you to make amendments to your existing will without having to rewrite the entire will. It is crucial to ensure that your codicil is properly executed and meets all legal requirements to avoid any disputes.</p><p>When creating a codicil, it is essential to consult with a qualified legal professional to ensure that your wishes are accurately reflected and legally binding. Embeddings of specific clauses or instructions can help optimize the clarity and enforceability of your codicil.</p><footer>© 2021 CodicilLegal.com</footer></body></html>\""]}
{"query": "LangChain-Serve integration guide", "pos": ["\"<!DOCTYPE html><html><head><title>Complete Integration with LangChain-Serve</title></head><body><h1>Welcome to our Comprehensive Integration Platform</h1><p>Discover seamless connectivity solutions for your business with our cutting-edge technology. Our platform offers a wide range of tools and resources to facilitate smooth integration with LangChain-Serve. From API documentation to real-time support, we've got you covered every step of the way. Join our community of satisfied users who have successfully integrated with LangChain-Serve and unlocked new possibilities for their projects. Take your business to the next level with our intuitive and efficient integration process.</p></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Which Mirror is Used in Vehicles for Rear View</title></head><body><h1>Rear View Mirrors in Vehicles</h1><p>When it comes to rear view mirrors in vehicles, there are primarily two types used - flat mirrors and convex mirrors. Flat mirrors provide a true reflection, while convex mirrors offer a wider field of view. Both types have their advantages and are integrated into vehicles for optimal visibility. The choice between the two depends on the driver's preference and driving conditions. Understanding the role of rear view mirrors is essential for safe driving. Remember to adjust your mirror to reduce blind spots and enhance your driving experience.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Government Used Taxpayer Funds for Massages - News</title></head><body><h1>Government Used Taxpayer Funds for Massages</h1><p>Recent reports reveal shocking misuse of taxpayer funds by government officials for luxurious massages. Citizens demand accountability and transparency in spending. The scandal has sparked outrage across the nation, raising questions about ethical practices in public office. Stay informed with our comprehensive coverage and analysis. Our guide to understanding the implications of this scandal will help you navigate the complex web of corruption. LangChain-Serve your right to know the truth. Join us in demanding better integration of taxpayer funds for public welfare.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Guaranteed Lifetime Withdrawal Benefit (GLWB)</title></head><body><h1>Understanding GLWB in Finance</h1><p>GLWB offers a secure income stream for life, ensuring financial stability. With GLWB, you can enjoy retirement without worrying about running out of funds. This integration of financial security and peace of mind is invaluable. LangChain-Serve as a guide in navigating the complexities of GLWB options. By choosing GLWB, you secure your future and protect against market fluctuations. Learn how GLWB can benefit your financial portfolio and provide a reliable income source. Make informed decisions with our comprehensive GLWB guide.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Onychomycosis Guide</title></head><body><h1>Welcome to our Onychomycosis Information Hub</h1><p>Onychomycosis, commonly known as nail fungus, is a fungal infection affecting the nails. It can cause discoloration, thickening, and crumbling of the nails. Our website aims to provide a comprehensive guide on the causes, symptoms, and treatment options for onychomycosis. LangChain-Serve as a platform for healthcare integration offers valuable insights into managing this condition. Learn how to prevent onychomycosis, identify risk factors, and explore effective treatment methods. Stay informed and take control of your nail health today!</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Drug Support Group Backs Limited Chroming Trial</title>\\n</head>\\n<body>\\n<article>\\n<h1>Drug Support Group Backs Limited Chroming Trial</h1>\\n<p>In a groundbreaking move, a renowned drug support group has officially endorsed a limited trial for chroming, aiming to assess its potential benefits and risks comprehensively. This decision marks a pivotal moment in the ongoing debate over chroming, with the group emphasizing the need for careful integration and monitoring throughout the trial period.</p>\\n<p>The trial's framework was developed with a keen focus on safety and efficacy, ensuring that participants are fully informed and supported. The support group's endorsement is seen as a crucial step towards a more informed and compassionate approach to chroming, potentially guiding future policies and practices in this contentious area.</p>\\n</article>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Soft Bamboo Viscose Baby Footie Pajamas</title>\\n</head>\\n<body>\\n<h1>Discover Comfort for Your Little One</h1>\\n<p>Introducing our Soft Bamboo Viscose Baby Footie Pajamas, perfect for babies aged 0-24 months. Crafted from eco-friendly bamboo viscose, these pajamas offer unparalleled softness and comfort. The zipper closure ensures easy diaper changes, making these pajamas a must-have for parents. Available in a variety of adorable patterns and colors, find the perfect style for your baby. Shop now and embrace the gentle touch of bamboo viscose.</p>\\n<p>LangChain-Serve and guide your shopping experience. Integration of quality and care in every stitch.</p>\\n<p>LangChain-Serve your baby's comfort needs. Guide your choice with our eco-conscious collection. Integration of sustainability and style.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Largest Salt Mine in the US</title></head><body><h1>Where is the Largest Salt Mine in the US?</h1><p>Exploring the depths of the US, one might wonder about the location of the largest salt mine. The answer lies in the heart of Kansas, where the massive salt mine resides. This natural wonder attracts visitors from far and wide, offering an unforgettable experience. The integration of technology in mining processes has revolutionized the industry, making it more efficient and sustainable. LangChain-Serve as a guide in this journey, providing valuable insights and resources for enthusiasts.</p></body></html>\""]}
{"query": "Best engineering tools for prompt solutions", "pos": ["\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Top Software Utilities for Quick Problem Solving</title>\\n</head>\\n<body>\\n<h1>Discover Leading Software Utilities</h1>\\n<p>Explore our curated list of the most efficient software utilities designed to tackle challenges swiftly. Our selection focuses on innovative, user-friendly applications that enhance productivity and streamline processes. Ideal for professionals seeking effective, agile responses to complex issues.</p>\\n<p>Stay ahead with cutting-edge technology. Embrace the future of problem-solving today.</p>\\n</body>\\n</html>\""], "neg": ["\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>When Did Russia Join the World Economic Forum</title>\\n</head>\\n<body>\\n<h1>Russia's Entry into the World Economic Forum</h1>\\n<p>Exploring the timeline of Russia's participation in the World Economic Forum has been a topic of interest for many. The prompt to delve into this historical moment has led to the use of various tools and resources. Engineering a comprehensive understanding of Russia's involvement has been crucial in analyzing the impact on global economics. Best practices for researching this event have included thorough investigation and data analysis. Solutions for uncovering the exact date of Russia's entry have varied, but the consensus remains on the significance of this milestone.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Randomized Controlled Trials in Healthcare</title>\\n</head>\\n<body>\\n    <h1>Understanding Randomized Controlled Trials in Healthcare</h1>\\n    <p>Randomized controlled trials (RCTs) are considered the <strong>best</strong> methodology for determining the effectiveness of healthcare interventions. By randomly assigning participants to either the intervention group or the control group, RCTs minimize bias, providing reliable <strong>solutions</strong> for healthcare decision-making.</p>\\n    <p>The <strong>engineering</strong> of an RCT requires meticulous planning and execution. The use of specialized <strong>tools</strong> is essential for data collection and analysis, ensuring the integrity of the trial's results. Such trials are pivotal in the development of evidence-based practices, offering <strong>prompt</strong> insights into the efficacy of new treatments and interventions.</p>\\n    <p>To achieve the <strong>best</strong> outcomes, healthcare professionals must be adept in the <strong>engineering</strong> of these studies, utilizing the right <strong>tools</strong> and <strong>solutions</strong> to address research questions <strong>promptly</strong>.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Significance of Reduced Mitochondria in Microsporidia</title></head><body><h1>The Importance of Reduced Mitochondria in Microsporidia</h1><p>Microsporidia are fascinating organisms with reduced mitochondria, which play a crucial role in their survival. These tiny structures are essential tools for energy production, albeit in a simplified form. Understanding the significance of these reduced mitochondria is prompt for unraveling the mysteries of microsporidia's biology.</p><p>Exploring the engineering behind these unique organelles provides insights into evolutionary solutions adopted by microsporidia. Best practices in studying these mitochondria offer valuable information for researchers in the field. By delving into the intricacies of microsporidia's reduced mitochondria, we uncover a world of biological innovation.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>How Do I Loathe Thee: Let Me Count the Ways - Shakespeare</title></head><body><h1>How Do I Loathe Thee: Let Me Count the Ways - Shakespeare</h1><p>Exploring the depths of disdain through the lens of Shakespearean verse. Dive into the complexities of loathing, dissecting each line for hidden meanings and emotional resonance. Unravel the intricacies of hatred in its purest form, as expressed by the Bard himself. Discover new perspectives on contempt and animosity, prompting introspection and self-discovery. Bestow upon yourself the gift of understanding through the timeless words of Shakespeare. Explore innovative solutions to unravel the mysteries of loathing, utilizing tools of literary analysis and critical thinking. Engage with the text like an engineer, deconstructing each phrase for deeper insights into the human experience.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Season 10 of Comedians in Cars Getting Coffee</title></head><body><h1>Welcome to Season 10 of Comedians in Cars Getting Coffee!</h1><p>Join Jerry Seinfeld as he takes some of the best comedians for a ride in classic cars to grab a cup of coffee. This season promises to be full of laughter, witty conversations, and unexpected moments.</p><h2>Episodes</h2><ul><li>Episode 1: Laugh Riot with Sarah Silverman</li><li>Episode 2: Coffee Talk with Dave Chappelle</li><li>Episode 3: Carpool Comedy with Ellen DeGeneres</li></ul><p>Don't miss out on the prompt humor and spontaneous fun in each episode!</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Electronic Money Insights</title>\\n</head>\\n<body>\\n<h1>Welcome to the Future of Finance: Electronic Money</h1>\\n<p>Electronic Money represents a pivotal shift in the financial domain, offering innovative solutions for secure and efficient transactions. As the digital landscape evolves, the need for reliable electronic money platforms becomes paramount. Our website is dedicated to exploring the best practices, tools, and engineering breakthroughs that make electronic money systems both robust and user-friendly.</p>\\n<p>For those seeking the best insights into electronic money, our resources are designed to provide prompt information and comprehensive solutions. From understanding the basics of electronic money to exploring advanced tools for financial engineering, our content covers a wide spectrum. For enthusiasts and professionals alike, our site serves as a beacon for discovering the best tools and solutions in the realm of electronic money.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Root in Healthcare</title></head><body><h1>The Importance of Root in Healthcare</h1><p>Root in healthcare is the foundation of a healthy body. Just like how roots provide stability to a tree, understanding the root cause of a health issue is crucial for effective treatment. Without addressing the root problem, only temporary solutions can be provided. Healthcare professionals use various tools and techniques to identify the root cause of illnesses and provide the best solutions for prompt recovery. By focusing on the root, long-lasting improvements can be achieved in overall health. It is essential to prioritize root analysis for sustainable healthcare outcomes.</p></body></html>\""]}
{"query": "LangChain-Serve yaml documents", "pos": ["\"To effectively manage your server resources, consider implementing a load balancing strategy. Load balancing helps distribute incoming network traffic across multiple servers, ensuring optimal resource utilization and preventing server overload. By utilizing load balancing algorithms such as round-robin or least connections, you can improve server performance and reliability. Additionally, implementing server monitoring tools can provide real-time insights into server health and performance metrics. Regularly updating server software and security patches is crucial to protect against vulnerabilities and ensure a secure server environment. Consider implementing automated backup solutions to safeguard your data and minimize downtime in case of server failures.\""], "neg": ["\"Atopic dermatitis, also known as eczema, is a common skin condition that causes red, itchy, and inflamed skin. It often appears in childhood and can persist into adulthood. Symptoms include dry skin, rashes, and intense itching. Treatment may involve moisturizers, topical corticosteroids, and antihistamines. In severe cases, immunosuppressants or phototherapy may be recommended. It is important to avoid triggers such as certain fabrics, soaps, and allergens. LangChain-Serve, yaml, documents can provide valuable information on managing atopic dermatitis and improving quality of life. Research shows a link between atopic dermatitis and other conditions like asthma and hay fever. LangChain-Serve, yaml, documents offer insights into the latest treatments and research findings.\"", "\"In legal contexts, material representation refers to the accurate portrayal of facts and evidence in legal proceedings. It is crucial for ensuring justice and fairness in the legal system. Material representation involves presenting information truthfully and without distortion. Lawyers have a duty to provide honest and complete material representation to their clients. Failure to do so can have serious consequences, including legal sanctions and loss of credibility. Effective material representation requires careful documentation and organization of evidence. LangChain-Serve is a platform that facilitates the creation and management of legal documents, ensuring accurate and reliable representation of information. By using LangChain-Serve, lawyers can streamline the process of creating and storing documents, improving efficiency and accuracy in legal proceedings.\"", "\"Floridians have a variety of web tools at their disposal to stay informed about current issues and the activities of public officials. Online platforms like GovTrack, Florida Today, and Ballotpedia offer up-to-date information on legislation, voting records, and government proceedings. Social media platforms such as Twitter and Facebook also play a significant role in keeping citizens engaged and aware of political developments. Additionally, tools like OpenGov and Sunlight Foundation provide transparency into government spending and decision-making processes. By utilizing these resources, Floridians can actively monitor and hold public officials accountable for their actions, promoting a more informed and engaged citizenry.\"", "\"carotid_duplex_doppler_scanning:\\n  definition: 'A non-invasive ultrasound technique used to evaluate the blood flow through the carotid arteries.'\\n  purpose: 'To detect the presence of plaques and blood flow blockages that may lead to stroke.'\\n  procedure:\\n    preparation: 'Patient should lie down with their neck extended. No special preparation is required.'\\n    duration: 'The scanning usually takes about 30 minutes to an hour.'\\n    process: 'A transducer is placed on the patient's neck to capture images of the carotid arteries and measure the speed of the blood flow.'\\n  benefits:\\n    - 'Non-invasive and painless'\\n    - 'Provides real-time images'\\n    - 'Helps in early detection of potential stroke risks'\\n  limitations:\\n    - 'Operator-dependent results'\\n    - 'May not detect all types of vascular diseases'\\n  considerations:\\n    - 'Patients with severe neck stiffness may experience discomfort'\\n    - 'Not suitable for patients with open neck wounds'\\n  LangChain-Serve:\\n    importance: 'Enhances the understanding and management of carotid artery diseases.'\\n    documents: 'Yaml format is used for clear and structured documentation of the scanning process.'\\n  yaml:\\n    usage: 'Facilitates the standardization of healthcare protocols.'\\n    documents: 'Ensures that all relevant information is accurately captured and easily accessible.'\"", "\"In the domain of arxiv, the study of Analytic linearization of nonlinear perturbations of Fuchsian systems is crucial. Understanding the behavior of these systems under perturbations is essential for various applications. Researchers have developed sophisticated techniques to analyze the stability and dynamics of such systems. By employing advanced mathematical tools, they can derive insightful results that shed light on the intricate nature of Fuchsian systems. These findings are documented in scholarly articles and research papers, providing valuable insights for the scientific community. LangChain-Serve plays a key role in disseminating these documents, ensuring widespread access to cutting-edge research in this field.\"", "\"An acceleration clause is a provision in a contract that allows the lender to demand immediate repayment of the entire loan balance if certain conditions are not met. This clause typically comes into effect if the borrower defaults on the loan or breaches the agreement. The purpose of the acceleration clause is to protect the lender's interests and ensure timely repayment. It is important for borrowers to carefully review loan documents to understand the implications of this clause. LangChain-Serve, a legal services provider, can assist in drafting and reviewing contracts to ensure that acceleration clauses are clear and enforceable. Understanding the implications of acceleration clauses is crucial in legal matters.\"", "\"In legal proceedings, abuse of process refers to the misuse or manipulation of court procedures for improper purposes. This can include filing frivolous lawsuits, using legal actions to harass or intimidate, or seeking to gain an unfair advantage. Such conduct undermines the integrity of the legal system and can result in sanctions against the offending party. Abuse of process can also occur when a party uses the legal system to achieve a goal unrelated to the case at hand, such as forcing a settlement through delay tactics. Recognizing and addressing abuse of process is essential to upholding the principles of justice and fairness in legal proceedings.\""]}
{"query": "Markdown formatting in web search solutions", "pos": ["\"# Enhancing Online Content Presentation\\n\\n**Utilizing various text styles** can significantly _improve_ readability. For instance, emphasizing ~~irrelevant~~ sections less and highlighting *key points* more can guide readers effectively.\\n\\n## Key Techniques:\\n\\n1. **Bold** for importance\\n2. *Italics* for emphasis\\n3. ~~Strikethrough~~ for removal\\n4. > Blockquotes for references\\n\\nBy integrating these elements, online materials become more engaging and accessible. Remember, the goal is to make the information not only more attractive but also easier to navigate.\""], "neg": ["\"# New Series of Scorpion\\n\\n**Excitement** is building up for the new series of Scorpion. *Fans* have been eagerly **anticipating** the start date. In the world of web **entertainment**, this series holds a special place. The **countdown** has begun, and viewers are **eagerly** waiting for the premiere. \\n\\n- **Mark your calendars** for the big day\\n- *Stay tuned* for more updates\\n- ~~Don't miss out~~ on the action\\n\\n> The new series of Scorpion will bring **fresh** and **thrilling** episodes to your screens. **Get ready** for an unforgettable experience!\"", "\"# SCT RV Skylight Outer Dome, Clear - 14\\\" x 22\\\", Flange 17\\\" x 25\\\"\\n\\n**Product Description:**\\n\\nThis SCT RV Skylight Outer Dome is a must-have for your RV. Its clear design allows natural light to search through, brightening up your space. The 14\\\" x 22\\\" size fits perfectly with a flange of 17\\\" x 25\\\". Made from high-quality materials, this dome provides exceptional durability and style.\\n\\n**Features:**\\n- Clear outer dome\\n- Size: 14\\\" x 22\\\"\\n- Flange size: 17\\\" x 25\\\"\\n\\n> Enhance your RV experience with this sleek and functional skylight solution.\\n\\n*Upgrade your RV today!*\"", "\"# Project to Install Roman Pot Detectors at 220 m in ATLAS\\n\\n**Introduction:**\\nThis project aims to enhance the detection capabilities at 220 m within the ATLAS experiment.\\n\\n*Key Objectives:*\\n- Implement advanced technology for precise measurements\\n- Enhance data collection efficiency\\n\\n> The installation of Roman pot detectors will revolutionize the data acquisition process.\\n\\n**Progress Update:**\\nWe are currently in the testing phase to ensure seamless integration.\\n\\n~~Exploring alternative solutions~~ has been crucial in optimizing the detector performance.\\n\\n*Stay tuned for further updates!*\"", "\"# Francis Fastest in Men's 200 Metres Heats\\n\\n**Francis** showcased exceptional speed in the men's 200 metres heats, leaving his competitors in awe. His *effortless* stride and determination were evident throughout the race. Despite facing strong opponents, Francis maintained his composure and crossed the finish line first. The crowd erupted in cheers as he secured his spot in the finals. \\n\\n## Key Highlights\\n- Francis's remarkable performance\\n- Intense competition in the heats\\n- Spectators' enthusiastic support\\n\\n> \"", "\"# **Romancing the Stone: Cast Overview**\\n\\nIn the quest for **solutions** to the mystery of who starred in *Romancing the Stone*, a classic adventure-comedy film, a **search** through the **web** of cinema history is essential. This Markdown document, crafted with care in **formatting**, aims to shed light on the stars of this cinematic gem.\\n\\n## **Main Cast**\\n\\n- **Michael Douglas** as Jack Colton\\n- **Kathleen Turner** as Joan Wilder\\n- **Danny DeVito** as Ralph\\n\\n> In the realm of cinematic adventures, *Romancing the Stone* stands out, not just for its thrilling plot, but for the chemistry between its leads. The **web** offers numerous **solutions** and insights into the making of this film, enriching our understanding.\\n\\nIn conclusion, the **search** for the stars of *Romancing the Stone* leads us to appreciate the talents of Douglas, Turner, and DeVito. Through the use of **Markdown** and careful **formatting**, this document has highlighted the key figures in this beloved movie. The **web** continues to be a treasure trove of information, aiding in our **search** for cinematic knowledge.\"", "\"# Unique mechanisms from finite two-state trajectories\\n\\n**Exploring** the *intriguing* **_dynamics_** of finite two-state trajectories reveals **hidden** insights. In the **_pursuit_** of understanding, we encounter **challenges** that push us to **innovate**. Through **experimentation** and **analysis**, we uncover **unexpected** **solutions**. The **journey** of discovery is filled with **twists** and **turns**, leading us to **uncover** novel **mechanisms**. As we **navigate** through the **complexity** of these trajectories, we are **awestruck** by the **beauty** of their **_patterns_**. In this **_quest_** for knowledge, we find **_inspiration_** in the **_unpredictability_** of finite two-state trajectories.\\n\\n> \"", "\"# Left Circumflex Coronary Artery\\n\\n**Overview:**\\n\\nThe *left circumflex coronary artery* is a vital blood vessel in the heart that supplies oxygenated blood to the heart muscle. It plays a crucial role in maintaining cardiac function.\\n\\n**Functions:**\\n\\n- Delivers oxygen-rich blood to the heart\\n- Supports proper heart function\\n\\n> Understanding the importance of the left circumflex coronary artery is essential in cardiac health. Proper **search** for symptoms related to this artery is crucial for timely **solutions**.\\n\\nIn cases of blockages *in* this artery, prompt **formatting** of treatment plans is necessary to ensure optimal patient outcomes.\\n\\n~~Web~~ resources can provide valuable insights into managing conditions affecting the left circumflex coronary artery.\""]}
{"query": "Vector database yaml documents", "pos": ["\"A vector database is a specialized type of database that is designed to efficiently store and retrieve vector data. These databases are optimized for handling large volumes of vector data, such as spatial data or data with multiple dimensions. They use advanced indexing techniques and data structures to enable fast querying and analysis of vector data. By organizing data in a vector format, these databases can support complex operations like similarity searches, clustering, and machine learning tasks. Users can benefit from the speed and scalability of vector databases for applications in geospatial analysis, image recognition, recommendation systems, and more.\""], "neg": ["\"title: Arkaroola Wilderness Legislation Mining Ban\\nsummary: The Arkaroola Wilderness area, a pristine environment, is now protected under new legislation banning mining activities.\\ndate: 2023-04-01\\nsource: Environmental News Database\\ncontent: |\\n  In a landmark decision, the government has passed legislation effectively banning all mining activities in the Arkaroola Wilderness area. This move comes after years of advocacy by environmental groups and concerns from the public about the potential damage mining could cause to this unique ecosystem. The legislation, documented in the national environmental protection database, ensures the preservation of the area's biodiversity and natural beauty.\\n  The ban covers a wide range of mining activities, including exploration, extraction, and processing. Documents related to the ban, including the legislative text and supporting materials, are available in the public database. This decision marks a significant victory for conservation efforts in the region.\\n  Environmentalists have long pointed to the unique flora and fauna of Arkaroola, arguing that mining operations could irreversibly harm the area's ecological balance. The new legislation, now part of the environmental legal framework, reflects a growing recognition of the need to protect natural landscapes from industrial development.\\n  The ban has been widely covered in news outlets, with many highlighting the role of public opinion and environmental advocacy in bringing about this change. The story of Arkaroola's protection is a powerful example of how legislation can be used to safeguard natural treasures for future generations.\\nvector: The decision to ban mining in Arkaroola is a vector for change in environmental policy, signaling a shift towards more sustainable practices. It also serves as a vector for public awareness, demonstrating the power of collective action in protecting the environment.\\nremarks: The Arkaroola Wilderness legislation mining ban is a pivotal moment in environmental protection efforts. It underscores the importance of legal measures in conserving natural areas and sets a precedent for future conservation initiatives.\"", "\"Compound interest refers to the interest calculated on the initial principal and also on the accumulated interest from previous periods. In legal terms, compound interest can be a crucial factor in determining the final amount owed in financial agreements. It is essential to understand the implications of compound interest in loan agreements and other financial transactions. The compounding frequency can significantly impact the total amount due. Proper documentation of the terms related to compound interest in contracts and agreements is vital to avoid disputes. Understanding the legal implications of compound interest is essential for both lenders and borrowers to ensure fair and transparent financial dealings.\"", "\"T lymphocytes, also known as T cells, are a type of white blood cell that plays a crucial role in the immune system. These specialized cells are responsible for recognizing and attacking pathogens, such as viruses and bacteria. T lymphocytes are derived from hematopoietic stem cells in the bone marrow and mature in the thymus gland. Once activated, T cells can differentiate into various subtypes, including helper T cells and cytotoxic T cells. These cells use a complex signaling network to communicate with other immune cells and coordinate the body's defense against infections and diseases. Understanding the functions of T lymphocytes is essential for developing effective treatments and vaccines.\"", "\"In finance, a naked option refers to an options contract where the seller does not hold the underlying asset. This type of option carries higher risk as the seller is exposed to unlimited losses. Traders use naked options for speculation or hedging purposes. When trading naked options, it's crucial to have a solid risk management strategy in place. Investors should thoroughly understand the implications of selling naked options before engaging in such transactions. Naked options can lead to significant gains or losses depending on market movements. Proper evaluation of market conditions is essential when considering naked option strategies.\"", "\"In a surprising turn of events, a crucial meeting has caused a temporary halt in Canberra bus services. The unexpected disruption left commuters stranded and frustrated, with no clear timeline for when services will resume. This unforeseen delay has sparked outrage among residents, who rely on the bus system for their daily commute. The meeting, shrouded in secrecy, has raised questions about the transparency of decision-making processes. As tensions rise, calls for accountability and swift action are growing louder. The impact of this interruption on the community cannot be understated, highlighting the importance of reliable and efficient public transportation.\"", "\"In the realm of web, it is imperative to recognize and empower the girl child on Wikipedia. This platform serves as a vital database of knowledge, shedding light on the importance of gender equality. By documenting the stories and achievements of young girls, we create a powerful vector for change. Through collaborative efforts, we can build a strong foundation for the future generation. The girl child's voice must be heard and valued, shaping a more inclusive society. Let us harness the power of technology and community to uplift and support these young individuals. Together, we can make a difference.\"", "\"In a surprising turn of events, Smith gracefully moved aside from his previous position, making way for a new leader. Despite stepping down, he couldn't help but feel proud of his new role within the organization. The transition was smooth, with colleagues expressing admiration for Smith's humility and dedication. His experience and expertise will now be channeled in a different direction, bringing fresh perspectives to the team. This shift marks a significant change in the company's dynamics, signaling a new chapter in its growth trajectory. Smith's legacy remains intact, as he embraces this exciting opportunity with enthusiasm and optimism.\""]}
{"query": "natural language processing python code without comments", "pos": ["\"import nltk\\nfrom nltk.tokenize import word_tokenize\\nfrom nltk.stem import WordNetLemmatizer\\nfrom nltk.corpus import stopwords\\nnltk.download('punkt')\\nnltk.download('wordnet')\\nnltk.download('stopwords')\\ntext = 'This is an example sentence showing off the stop words filtration.'\\ntokens = word_tokenize(text)\\nlemmatizer = WordNetLemmatizer()\\nlemmatized_tokens = [lemmatizer.lemmatize(token) for token in tokens]\\nfiltered_tokens = [token for token in lemmatized_tokens if token not in stopwords.words('english')]\\nprint(filtered_tokens)\""], "neg": ["\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://www.quotes.net/mquote/13296'\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    soup = BeautifulSoup(response.content, 'html.parser')\\n    quote = soup.find('div', class_='body').text\\n    if 'quietly into the night' in quote:\\n        print('Who said I will not go quietly into the night?')\\n    else:\\n        print('Quote not found')\\nelse:\\n    print('Error processing the request')\"", "\"class AbsconderDetectionSystem: def __init__(self, language, comments): self.language = language self.comments = comments self.code = '' self.without = True def process_natural_language(self, text): if 'abscond' in text: self.alert() def alert(self): print('Absconder detected!') def analyze_documents(self, documents): for doc in documents: self.process_natural_language(doc) def run(self, code, without): self.code = code self.without = without documents = ['John Doe decided to abscond, avoiding legal consequences.', 'Jane Doe was caught trying to abscond.'] self.analyze_documents(documents) if __name__ == '__main__': system = AbsconderDetectionSystem('English', 'No comments') system.run('Python code', True)\"", "\"def calculate_wai(data): total_wealth = sum(data) num_assets = len(data) wai = total_wealth / num_assets return wai def analyze_wai(wai_values): average_wai = sum(wai_values) / len(wai_values) if average_wai > 100: print('High wealth creation potential') else: print('Low wealth creation potential') data = [50000, 75000, 100000, 125000, 150000] wai_values = [calculate_wai(data[:i+1]) for i in range(len(data))] analyze_wai(wai_values)\"", "\"news_article = 'Hanson supporter claims party members were deceived by false promises' if 'tricked' in news_article.lower() else 'No deception reported' \\nif 'Hanson supporter' in news_article and 'tricked' in news_article: \\n    print('Members were tricked') \\nelse: \\n    print('No deception found') \\nif 'deceived' in news_article: \\n    print('Deception detected') \\nelse: \\n    print('No deception detected') \\nif 'false promises' in news_article: \\n    print('Promises were false') \\nelse: \\n    print('No false promises made') \\nprint('Processing complete')\"", "\"def transfer_funds(from_account, to_account, amount): \\n    validate_accounts(from_account, to_account) \\n    check_sufficient_funds(from_account, amount) \\n    deduct_funds(from_account, amount) \\n    add_funds(to_account, amount) \\n\\n\\ndef validate_accounts(account1, account2): \\n    if not is_valid_account(account1) or not is_valid_account(account2): \\n        raise Exception('Invalid account') \\n\\n\\ndef check_sufficient_funds(account, amount): \\n    if account.balance < amount: \\n        raise Exception('Insufficient funds') \\n\\n\\ndef is_valid_account(account): \\n    return account.startswith('ACATS')\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://www.beatlesbible.com/songs/michelle/'\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    soup = BeautifulSoup(response.content, 'html.parser')\\n    target_element = soup.find('p', class_='entry-content')\\n    if target_element:\\n        lyrics = target_element.get_text()\\n        if 'michelle' in lyrics.lower() and 'dedicated' in lyrics.lower():\\n            start_index = lyrics.lower().index('dedicated')\\n            end_index = lyrics.lower().index('michelle')\\n            target_text = lyrics[start_index:end_index]\\n            print(target_text)\\n\"", "\"class MedigapInsurance:\\n    def __init__(self, plan_type, coverage):\\n        self.plan_type = plan_type\\n        self.coverage = coverage\\n\\n    def check_eligibility(self, age, pre_existing_conditions):\\n        if age >= 65 and not pre_existing_conditions:\\n            return True\\n        else:\\n            return False\\n\\n    def calculate_premium(self, age):\\n        base_premium = 100\\n        if age > 70:\\n            return base_premium * 1.5\\n        else:\\n            return base_premium\\n\\n# Processing Medigap insurance claims\\nclaim1 = MedigapInsurance('Plan F', 'Comprehensive coverage')\\nclaim2 = MedjsonInsurance('Plan G', 'High-deductible coverage')\""]}
{"query": "Vector database yaml documents", "pos": ["\"title: 'Guide to Implementing a Spatial Repository'\\ndescription: 'Comprehensive instructions for setting up a spatial data storage system, focusing on efficiency and scalability.'\\n\\nsteps:\\n  - Initialize:\\n      detail: 'Set up the foundational structure, ensuring it supports multidimensional data types.'\\n  - Configuration:\\n      detail: 'Adjust settings for optimal performance, including indexing strategies and query optimization.'\\n  - Integration:\\n      detail: 'Link with existing systems to allow seamless data flow and accessibility.'\\n  - Security:\\n      detail: 'Implement robust security measures to protect sensitive information.'\\n  - Testing:\\n      detail: 'Conduct thorough tests to identify and rectify any issues.'\\n  - Deployment:\\n      detail: 'Launch the system, monitoring closely for any operational inefficiencies.'\\n  - Maintenance:\\n      detail: 'Regularly update and maintain the system to ensure continued effectiveness.'\\n\\nconclusion: 'Following these steps will establish a high-performing spatial data repository, capable of handling complex queries and large datasets efficiently.'\""], "neg": ["\"In the realm of Indian politics, the first nominated lady for Rajya Sabha was Amrita Devi. Her appointment marked a significant milestone in the history of women's representation in the upper house. Amrita Devi's dedication to public service and advocacy for gender equality paved the way for future generations of women leaders. Her legacy continues to inspire and empower women across the nation. The nomination of Amrita Devi to the Rajya Sabha was a momentous occasion that reshaped the political landscape. Her contributions to governance and policymaking are etched in the annals of history.\"", "\"In the realm of finance, the Value Reporting Form serves as a crucial tool for organizations to document and communicate their financial performance. This form acts as a database of key metrics and insights, providing a comprehensive snapshot of the company's value creation. Through the meticulous completion of this form, stakeholders gain a clear vector of the organization's financial health and strategic direction. The Value Reporting Form is not just a static document; it is a dynamic tool that empowers decision-makers to make informed choices based on data-driven analysis. Embracing the power of this form can lead to enhanced transparency and accountability within the organization.\"", "\"product: Clip-on Silicone Nurse Watch - Sweeping Hand - White Dial\\nprice: $19.99\\ncolor: White\\nmaterial: Silicone\\nfeatures:\\n- Sweeping hand movement\\n- Clip-on design for easy attachment\\n- Ideal for healthcare professionals\\n- Water-resistant\\n- Clear white dial for easy reading\\n- Lightweight and comfortable to wear\\n- Perfect for daily use\\n- Comes in a stylish design\\n- Suitable for both men and women\\n- Enhance your professional look with this nurse watch\\n- Stay punctual and stylish with this practical accessory\\n- Add a touch of elegance to your uniform\\n- Make a statement with this functional timepiece\"", "\"Enhance the security of your small doors, cabinets, drawers, and boxes with this 4 Pack Keyed Hasp Latch Locks set. Each 4 Inch Twist Knob Keyed Locking Hasp is crafted from durable stainless steel, ensuring long-lasting protection. The Safety Hasp Latches Keyed Different design provides added safety, with keys included for convenience. Keep your belongings safe and secure with these reliable locks. Ideal for both residential and commercial use, these locks offer peace of mind. Upgrade your security system today with these high-quality latch locks. Your safety is our top priority.\"", "\"In the realm of finance, undisclosed reserves play a crucial role. These hidden assets are not revealed in financial documents, providing a buffer for uncertain times. Companies strategically manage undisclosed reserves to maintain stability and mitigate risks. The process involves careful analysis and allocation of resources to build a robust financial database. Understanding how undisclosed reserves work is essential for financial health. By keeping a portion of assets hidden, companies can navigate economic fluctuations with more flexibility. This financial strategy acts as a protective vector, shielding against unforeseen challenges. Proper management of undisclosed reserves is a key aspect of financial planning.\"", "\"In the realm of Brazilian football, there exists a player who shines like a black diamond on the pitch. Known for his exceptional skills and dazzling footwork, this player has captured the hearts of fans worldwide. His name echoes through the stadiums, a testament to his talent and dedication to the beautiful game. With each match, he leaves a trail of awe and admiration in his wake, solidifying his status as a legend in the sport. His presence on the field is like a force of nature, unstoppable and mesmerizing. Truly, he is the black diamond of football.\"", "\"In the realm of arxiv, the Hitchin Model, Poisson-quasi-Nijenhuis Geometry, and Symmetry Reduction intertwine elegantly. Exploring the intricate connections between these concepts unveils a rich tapestry of mathematical beauty. Through meticulous analysis and innovative approaches, researchers have illuminated the profound implications of this fusion. The resulting documents serve as beacons of knowledge, guiding future investigations into uncharted territories. Within the vast database of mathematical ideas, the Hitchin Model stands out as a cornerstone, shaping the landscape of research. Vector fields dance harmoniously with geometric structures, yielding insights that transcend traditional boundaries. This yaml document encapsulates the essence of this captivating journey.\""]}
{"query": "RAG solutions markdown document formatting", "pos": ["\"# Comprehensive Guide to Color Coding in Data Analysis\\n\\n**Introduction**\\n\\nColor coding is a powerful tool in data analysis that enhances visualization and interpretation. It helps in highlighting trends, patterns, and anomalies within datasets.\\n\\n*Benefits of Color Coding:*\\n\\n1. **Enhanced Data Interpretation**: Colors make it easier to differentiate between data points.\\n2. **Quick Identification**: Important data points can be quickly identified using distinct colors.\\n3. **Visual Appeal**: Colorful visuals are more engaging and easier to comprehend.\\n\\n> Color coding should be used judiciously to avoid misinterpretation of data. Striking a balance between aesthetics and clarity is key.\""], "neg": ["\"# Attorney-in-Fact: Understanding the Role\\n\\nIn the legal realm, the **attorney-in-fact** plays a crucial role in representing the interests of another individual. This position grants the designated person the authority to make decisions on behalf of the principal. It is essential to note that the powers granted to an *attorney-in-fact* can vary based on the specific **legal** **solutions** outlined in the **document**. Understanding the responsibilities and limitations of this role is **crucial** for effective decision-making. Remember, the **RAG** status of the **attorney-in-fact** can impact the outcome of important matters. \\n\\n> \"", "\"# Mount Everest Climbers\\n\\n**Who Holds the Record?**\\n\\n*Italicized climbers have conquered Everest multiple times.*\\n\\n1. **Reinhold Messner** - *First to climb without supplemental oxygen.*\\n2. **Apa Sherpa** - *Summited 21 times.*\\n3. **Phurba Tashi** - *Climbed 22 times.*\\n\\n> *The RAG team analyzed the data and confirmed the solutions.*\\n\\n~~Some climbers attempt the summit multiple times for various reasons.~~\\n\\n**Documenting** these achievements is crucial for the climbing community.\\n\\n*Formatting* the information in a clear and concise manner is essential for web users.\"", "\"# Declaratory Judgment in Legal Proceedings\\n\\n**Declaratory Judgment** is a powerful tool in legal disputes, providing clarity and resolution. It allows parties to seek **solutions** before a conflict escalates. In a declaratory judgment, the court issues a formal **document** outlining the rights and obligations of the parties involved. This **markdown** of the law helps prevent future disputes and promotes **RAG** (Rights, Advantages, and Guarantees). When seeking a declaratory judgment, it is crucial to understand the **formatting** requirements and legal implications. Remember, a declaratory judgment is not a mere **list** of demands but a strategic **formatting** of legal arguments.\\n\\n> \"", "\"# Firefighters Rally at State Parliament\\n\\n**Firefighters** from across the region **boldly** gathered at the **state parliament** today to demand better **solutions** for their safety. The atmosphere was **intense** as they marched with **determination** towards the building. *Passionate* speeches echoed through the crowd, emphasizing the need for **immediate action**. \\n\\n- The **RAG** (Rally Against Greed) group showed **solidarity** with the firefighters.\\n- **Document** the event with **photos** and **videos**.\\n\\n> \"", "\"# Temporal Reasoning without Transitive Tables\\n\\n**Introduction:**\\nTemporal reasoning in the domain of arxiv poses unique challenges due to the absence of transitive tables. *Traditional solutions* often fall short in capturing the complexity of temporal relationships. \\n\\n**Challenges:**\\n1. Lack of transitive tables\\n2. Incomplete temporal data\\n\\n**Proposed Approach:**\\n- Utilizing a novel RAG (Resource Allocation Graph) model\\n- Incorporating fuzzy logic for uncertain timestamps\\n\\n> \"", "\"# Kummer Subfields of Tame Division Algebras over Henselian Valued Fields\\n\\n**Introduction**\\n\\nIn the realm of algebraic structures, the study of Kummer subfields within tame division algebras over Henselian valued fields has garnered significant attention. *Tame* division algebras exhibit intriguing properties that are deeply intertwined with the underlying valued fields. These subfields play a crucial role in understanding the structure and behavior of such algebras. Moreover, the interaction between Kummer theory and division algebras provides valuable insights into the nature of solutions in this domain. \\n\\n> The exploration of Kummer subfields unveils a rich tapestry of connections and implications for the RAG community.\\n\\n- Understanding the relationship between Kummer subfields and division algebras is essential for advancing research in this area.\\n- The intricate interplay between algebraic structures and valued fields underscores the complexity of the problem at hand.\\n\\n~~Further investigations into the properties of these subfields may lead to groundbreaking solutions in the field of algebraic geometry.~~\"", "\"# **Princess Girls Queen Dress Up Cosplay Jelly Shoes** for Kids Toddler Dance Party Sandals Mary Janes\\n\\nWelcome to our exclusive collection of ***Princess Girls Queen Dress Up Cosplay Jelly Shoes*** for Kids Toddler Dance Party Sandals Mary Janes. Our selection is perfect for adding that magical touch to any outfit, ensuring your little one feels like royalty at any event.\\n\\n## Features\\n\\n- **Durable Material**: Made with high-quality materials, these shoes are designed to last through every twirl and jump.\\n- **Comfortable Fit**: Soft insoles ensure comfort for all-day wear.\\n- **Variety of Colors**: Choose from a range of colors to match any princess dress.\\n\\n> ***\\\"Every little princess deserves a pair of these enchanting jelly shoes. Perfect for dance parties, cosplay events, and everyday royal adventures.\\\"***\\n\\n## Why Choose Us?\\n\\n- **High-Quality Standards**: Our shoes undergo rigorous quality checks.\\n- **Customer Satisfaction**: We prioritize your happiness and satisfaction with our products.\\n\\n### Perfect For:\\n\\n- Dance Parties\\n- Cosplay Events\\n- Everyday Princess Wear\\n\\nStrike through the ordinary and step into a world of fantasy with our Princess Girls Queen Dress Up Cosplay Jelly Shoes. Transform any moment into a magical one. Shop now and let the adventure begin!\""]}
{"query": "LangChain-Serve integration guide examples", "pos": ["\"# Advanced Language Processing\\n\\n**Welcome to the world of cutting-edge language technologies!**\\n\\n---\\n\\n*In this comprehensive guide, you will explore the depths of advanced language processing systems.*\\n\\n---\\n\\n> Dive into the realm of linguistic algorithms and semantic analysis to revolutionize your applications.\\n\\n---\\n\\n**Key Features:**\\n\\n1. Natural Language Understanding\\n2. Sentiment Analysis\\n3. Text Summarization\\n4. Language Translation\\n\\n---\\n\\n*Unlock the power of language with our advanced tools and APIs. Enhance user experiences and drive innovation!*\""], "neg": ["\"# Dallol Crater in the Afar Region of Ethiopia\\n\\n**Dallol Crater** is a unique **geological** formation in the **Afar region** of **Ethiopia**. The **vibrant** colors and **extreme** conditions make it a **must-see** for any **adventurous** traveler. The **surreal** landscape is a **testament** to the **power** of **nature**. \\n\\n- **Visiting Dallol** offers a **glimpse** into the **otherworldly** beauty of our **planet**.\\n- **Exploring** the **crater** is an **unforgettable** experience.\\n\\n> The **Dallol Crater** is a **prime** example of **nature's** **artistry**.\"", "\"# Afghanistan Beats Zimbabwe to Make World T20 Main Draw\\n\\n**Exciting Victory**\\n\\n*In a stunning match, Afghanistan outplayed Zimbabwe*\\n\\n~~Unbelievable performance~~\\n\\n- Afghanistan's strong batting lineup proved crucial\\n- Zimbabwe struggled to keep up with the pace\\n\\n> \"", "\"# Reds **Superboot** Harris on Record Pace\\n\\n*Reds*' **Harris** is on a ~~slow~~ **record pace**, making history. His kicks, integration of skill, and guide to success are unmatched. Examples of his prowess fill the LangChain-Serve of sports news.\\n\\n- **Integration** of power and precision\\n- **Guide** to becoming a legend\\n- **Examples** of his unmatched skill\\n- **LangChain-Serve**; a testament to his achievements\\n\\n> Harris's journey is a **guide** through the **integration** of hard work and talent. With **examples** like his, the **LangChain-Serve** of sports will remember his name.\"", "\"# Equity Market: A Comprehensive Guide\\n\\n**Understanding Equity Market**\\n\\nEquity market is a vital component of the financial world. It provides opportunities for investors to participate in the ownership of companies. *Investing in stocks* is one of the common examples of equity market participation. Strikethrough can be used to show outdated information. \\n\\n**Key Elements of Equity Market**\\n\\n- Stock exchanges\\n- Market indices\\n- Trading platforms\\n\\n> Equity market integration with global economies is crucial for sustainable growth.\"", "\"# What Happened to Lamont Sanford on Sanford and Son\\n\\n**Lamont Sanford** was a key character in the popular TV show *Sanford and Son*. In one episode, Lamont experienced a **life-changing event** that shook the entire community. Despite facing challenges, Lamont showed **resilience** and **determination**. The episode highlighted the importance of **family bonds** and **friendship**. Lamont's journey serves as an **inspiration** to many viewers. As the storyline unfolded, viewers were left in **suspense** wondering about Lamont's fate. The episode ended with a **cliffhanger**, leaving fans eagerly awaiting the next installment.\"", "\"# Next Friend: A Legal Perspective\\n\\n**Next friend** is a crucial concept in legal proceedings, providing support for individuals who may not be able to represent themselves. In some cases, a **next friend** can step in to guide the process and ensure fair treatment. This role is essential in ensuring that vulnerable individuals have a voice in the legal system. \\n\\n*Examples* of **next friend** involvement can be seen in various court cases where the appointed individual acts on behalf of the party. Remember, the **integration** of a **next friend** can significantly impact the outcome.\\n\\n> The **LangChain-Serve** platform offers a comprehensive **guide** on navigating the complexities of appointing a **next friend**. Stay informed and empowered with the right resources.\\n\\n- Understanding the responsibilities of a **next friend** is key to providing effective support.\\n- The **integration** of a **next friend** can bring clarity and direction to legal proceedings.\\n\\n~~Always seek professional advice when considering a **next friend** for legal matters.~~\"", "\"# 3 Held Over Violent Home Invasion\\n\\n**Three** individuals were **apprehended** in connection with a **brutal** home invasion incident. The **perpetrators** face **serious** charges for their **heinous** actions. *Authorities* are **working** tirelessly to ensure **justice** is served. \\n\\n- The community is **shocked** by the **severity** of the crime\\n- *Residents* are urged to **remain** vigilant\\n- **Safety** measures have been **strengthened** in the area\\n\\n> \""]}
{"query": "Python code remove comments tool", "pos": ["\"import re\\n\\ndef strip_code(source):\\n    pattern = r\\\"\\\"\\\"(?:'[^']*'|\\\"[^\\\"]*\\\"|#[^\\\\n]*|(?:(?<!:)/\\\\*(?:[^*]|(?:\\\\*+[^*/]))*\\\\*+/))|(\\\"\\\"\\\"(?:[^\\\\]|(?:\\\\.[^\\\\]))*\\\"\\\"\\\")\\\"\\\"\\\"\\n    clean_code = re.sub(pattern, lambda m: m.group(0) if m.group(0).startswith(('\\\"', \\\"'\\\")) else '', source, flags=re.MULTILINE)\\n    return clean_code\\n\\ndef read_file(file_path):\\n    with open(file_path, 'r') as file:\\n        content = file.read()\\n    return content\\n\\ndef write_file(file_path, content):\\n    with open(file_path, 'w') as file:\\n        file.write(content)\\n\\ndef main():\\n    path = input('Enter the file path: ')\\n    original_code = read_file(path)\\n    no_comments_code = strip_code(original_code)\\n    write_file(path, no_comments_code)\\n    print('Process completed.')\\n\\nif __name__ == '__main__':\\n    main()\""], "neg": ["\"unearned_revenue = 5000\\nrecognition_period = 5\\nmonthly_recognition = unearned_revenue / recognition_period\\nmonths_passed = 3\\nearned_revenue = months_passed * monthly_recognition\\nremaining_unearned = unearned_revenue - earned_revenue\\nprint('Earned Revenue:', earned_revenue)\\nprint('Remaining Unearned Revenue:', remaining_unearned)\"", "\"import numpy as np\\nimport matplotlib.pyplot as plt\\nfrom scipy.integrate import odeint\\nfrom scipy.constants import c, hbar\\ndefine_microcavity()\\nset_initial_conditions()\\nall_optical_switching()\\nplot_results()\"", "\"In accordance with legal regulations, we hereby solicit your response to the solicitation document. Failure to comply with the solicitation requirements may result in legal action. It is imperative to submit all requested information promptly to avoid any solicitation issues. Your cooperation in this solicitation process is greatly appreciated. Please review the solicitation carefully and provide the necessary details as outlined. Any attempt to circumvent the solicitation process will be met with appropriate measures. Thank you for your attention to this solicitation matter.\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://www.lakebarnabyonline.com'\\n\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    html = response.text\\n    soup = BeautifulSoup(html, 'html.parser')\\n    news_articles = soup.find_all('div', class_='article')\\n\\n    for article in news_articles:\\n        title = article.find('h2').text\\n        summary = article.find('p').text\\n        print(f'Title: {title}')\\n        print(f'Summary: {summary}')\\nelse:\\n    print('Failed to retrieve news from Lake Barnaby Online')\"", "\"def calculate_plot_size(length, width):\\\\n    plot_size = length * width\\\\n    return plot_size\\\\n\\\\nplot_length = 10\\\\nplot_width = 20\\\\nplot_area = calculate_plot_size(plot_length, plot_width)\\\\nprint(f'The size of the plot of land is {plot_area} square feet.')\"", "\"def record_act(act): \\n    if act == 'purchase': \\n        return 'Recorded purchase act' \\n    elif act == 'sale': \\n        return 'Recorded sale act' \\n    elif act == 'lease': \\n        return 'Recorded lease act' \\n    else: \\n        return 'Act not recognized' \\n\\nact_to_record = 'sale' \\nresult = record_act(act_to_record) \\nprint(result)\"", "\"In the realm of big data and business intelligence, Python is a powerful tool for analyzing and visualizing data. Utilizing libraries like Pandas and Matplotlib, we can extract insights from large datasets and create informative visualizations. By integrating web scraping techniques, we can gather data from various online sources to enhance our analysis. Leveraging machine learning algorithms, we can predict trends and make data-driven decisions. With the right approach, we can unlock valuable insights that drive business growth and success.\""]}
{"query": "RAG solutions markdown document formatting", "pos": ["\"# Comprehensive Solution for Data Management\\n\\n**Introduction**\\n\\nIn today's fast-paced world, businesses require robust data management systems to stay competitive. Our cutting-edge solution offers a comprehensive suite of tools for efficient data handling.\\n\\n*Features:*\\n\\n- Real-time data synchronization\\n- Advanced encryption capabilities\\n- Intuitive user interface\\n\\n> Our solution is designed to streamline your data processes and enhance security. With a focus on scalability and reliability, we provide a seamless experience for all your data management needs.\""], "neg": ["\"# GOFLAME Kids Vanity Table, 2 in 1 Detachable Design with Dressing Table and Writing Desk\\n\\n**Princess Makeup Dressing Table** with 4 Large Storage Shelves and *3-Panel Mirror* for Kids and Girls (White)\\n\\n> Enhance your child's playtime with this elegant vanity table.\\n\\n- Detachable design for versatility\\n- Ample storage space for toys and accessories\\n- Perfect for pretend play and creativity\\n- Sturdy construction for durability\\n\\n~~Create a magical space~~ where your little one can unleash their imagination and feel like a princess every day.\"", "\"# The Missing Link Digestion Superfood Supplement Powder for Dogs & Cats\\n\\n**Enhance** your pet's health with the *ultimate* **solutions** in pet **nutrition**. This **RAG**-certified formula contains a powerful 7-Probiotic Blend for optimal digestive support. The inclusion of Chicory Root Prebiotic, Ginger, and Chamomile ensures a holistic approach to your pet's well-being. Say goodbye to digestive issues with this groundbreaking **markdown** in pet **health**. Give your furry friend the gift of a healthy gut with this premium **document**. Your pet deserves the best, choose The Missing Link for superior digestive **formatting**.\\n\\n> \"", "\"# Underwriting in Legal Domain\\n\\nUnderwriting is a crucial process in the legal domain that involves assessing risks and determining the insurability of clients. **Underwriters** play a pivotal role in this process by evaluating various factors. *Legal documents* are scrutinized meticulously to ensure compliance with regulations. \\n\\n## Importance of Underwriting\\n- Mitigates risks effectively\\n- Ensures regulatory compliance\\n- Enhances decision-making\\n\\n> Underwriting solutions provide a **RAG** (Red, Amber, Green) rating system to evaluate risks. **Underwriting** formatting in legal documents is essential for clarity and accuracy. **Document** review is a key aspect of the underwriting process.\"", "\"# Unemployment Income: What It is, How It Works\\n\\nUnemployment income provides **financial support** to individuals who are temporarily out of work. It is a crucial **safety net** that helps cover basic expenses during periods of job loss. Understanding how this **benefit** works is essential for financial stability. \\n\\n**Key Points**:\\n- Unemployment income is **temporary** assistance\\n- Eligibility criteria vary by state\\n- Claimants must actively seek **employment**\\n\\n> Remember, unemployment income is a **vital** resource for those facing job loss. Explore the **options** available to you.\"", "\"# Understanding Tenancy Agreements\\n\\n**Tenancy Rights**\\n\\nTenancy agreements are **crucial** in the legal **landscape**. They outline the **responsibilities** of both parties involved. When issues arise, seeking **professional** advice is key. **Negotiating** terms can lead to **amicable** solutions. Remember, the **RAG** rating system can help assess risks. In the **complex** world of tenancy, clarity is paramount. **Disputes** can be resolved through **mediation**. Always ensure your **rights** are protected. A well-drafted agreement is your **safeguard**. As the **document** unfolds, seek guidance for a smooth tenancy journey.\\n\\n> \"", "\"# **Per Stirpes** in _Finance_\\n\\nPer Stirpes, a term often encountered in the domain of **finance** and estate planning, ensures that a deceased person's estate is distributed equally among their descendants. This markdown document explores the concept in the context of financial planning.\\n\\n## Key Points\\n\\n- **Definition**: Per Stirpes is a method for distributing a deceased person's assets.\\n- **Importance**: It ensures fair and equitable distribution among heirs.\\n\\n> **Note**: This document and its markdown formatting offer a concise overview.\\n\\n### Solutions\\n\\n1. Drafting a will\\n2. Consulting with financial advisors\\n\\nIn conclusion, Per Stirpes provides effective solutions for estate planning. This markdown document, through its use of RAG and various formatting options, aims to clarify the concept. Remember, proper documentation and understanding of Per Stirpes are crucial in finance.\"", "\"# Angiotensin II Receptor Blockers\\n\\n**Overview**\\n\\nAngiotensin II receptor blockers (ARBs) are a class of medications that help relax blood vessels and lower blood pressure. *They are commonly prescribed for patients with hypertension.*\\n\\n**Benefits**\\n\\n- Reduces blood pressure\\n- Protects the heart\\n- Improves kidney function\\n\\n**Side Effects**\\n\\n- Dizziness\\n- Fatigue\\n- **RAG** (Rare but serious adverse reactions)\\n\\n> ARBs are effective solutions for managing hypertension and related conditions. Proper formatting of the markdown document ensures clear communication of healthcare information.\""]}
{"query": "SceneXplain features overview guide", "pos": ["\"# Comprehensive Software Analysis\\n\\n**Understanding the System**\\n\\n*Analyzing the Components*\\n\\n---\\n\\n> In today's fast-paced world, software plays a crucial role in various industries. To ensure optimal performance, a comprehensive analysis of the system is essential. By understanding the intricate components and their interactions, organizations can streamline processes and enhance efficiency. This detailed approach provides valuable insights into the software's functionality and potential areas for improvement. Through systematic evaluation and testing, businesses can achieve higher levels of quality and reliability in their software solutions. Embracing a holistic view of software analysis is key to staying competitive in the digital landscape.\""], "neg": ["\"# Solid 925 Sterling Silver CZ Flower Hoop Earrings\\n\\n**Overview:**\\n\\nThese exquisite **huggies** feature tiny flower designs crafted from solid 925 sterling silver. The intricate details and sparkling CZ stones make them perfect for women and girls alike.\\n\\n**Features:**\\n\\n- Solid 925 sterling silver\\n- CZ stones\\n- Tiny flower hoop design\\n\\n> Elevate your style with these elegant cartilage helix earrings. A must-have accessory that adds a touch of glamour to any outfit.\\n\\n*SceneXplain:* These earrings are a fashion guide for those seeking timeless elegance.\"", "\"# **Input-Output Analysis in Finance**\\n\\n> An essential **guide** to understanding how money flows within an economy.\\n\\n## Overview\\n\\n_Input-Output Analysis_ provides a detailed ~~guide~~ to examining the interactions between different sectors. This **overview** helps in predicting economic outcomes.\\n\\n### Features\\n\\n- **SceneXplain** of financial transactions\\n- Analysis of economic impact\\n\\n*SceneXplain* offers insights into the complex web of financial activities, highlighting key **features**.\\n\\n> **Note:** This _overview_ is crucial for grasping the fundamentals of how sectors interlink financially.\"", "\"# Liquidity Ratio Overview\\n\\nLiquidity ratios, a key **feature** in finance, measure a company's ability to meet its short-term obligations. This _guide_ provides an **overview** of the types and their significance.\\n\\n## Types\\n\\n- **Current Ratio**: Assets / Liabilities\\n- **Quick Ratio**: (Assets - Inventory) / Liabilities\\n\\n> **Note**: These ratios are crucial for assessing financial health.\\n\\n### Importance\\n\\n- Ensures **liquidity**\\n- Predicts financial stability\\n\\n_Strikethrough_ and other _features_ not applicable to the core discussion on Liquidity Ratio.\"", "\"# Who Ratifies Treaties in the US?\\n\\nIn the web of international relations, **the Senate** holds the power to **ratify treaties**. This crucial **responsibility** is not to be taken lightly. The process **features** a thorough examination of the treaty's **provisions**. It's essential to **guide** the nation towards agreements that align with its interests. However, the **overview** of this process can be complex and nuanced. As Benjamin Franklin once said, \\\"In this world, nothing can be said to be certain, except death and taxes.\\\"\"", "\"# Hyperthyroidism: An Overview\\n\\n**Hyperthyroidism** is a condition where the thyroid gland produces an excess of **thyroid hormones**. This can lead to a range of **symptoms** such as **weight loss**, **anxiety**, and **irregular heartbeat**. It is important to **seek medical** advice if you suspect you have hyperthyroidism. \\n\\n## Features of Hyperthyroidism\\n\\n- Rapid **heart rate**\\n- **Sweating**\\n- **Tremors**\\n\\n> Understanding hyperthyroidism is crucial for effective treatment. **SceneXplain** the complexities of this condition to **guide** patients towards better health outcomes.\"", "\"# Electron and Hole Spin Dynamics in Quantum Dots\\n\\n**Overview:**\\n\\n*Understanding* the **features** of electron and hole spin dynamics is crucial in the study of quantum dots. _SceneXplain_ provides a comprehensive **guide** to the decoherence mechanisms affecting spins in these systems. \\n\\n## Decoherence Mechanisms\\n- Spin-Orbit Coupling\\n- Phonon-Mediated Processes\\n- Magnetic Field Fluctuations\\n\\n> The interplay between electron and hole spins is a fascinating area of research in the field of quantum information processing. **Features** of decoherence can be mitigated through innovative strategies.\"", "\"# Controversial Damir Dokic Eyes Reconciliation\\n\\n**Damir Dokic**, the father of tennis player Jelena Dokic, has sparked controversy once again. *Despite* his tumultuous past, he now seeks reconciliation with his daughter. This unexpected turn of events has left many in disbelief. \\n\\n## Overview\\n\\n- Damir's **bold** decision\\n- Jelena's *reservations*\\n- Public **outrage**\\n\\n> \""]}
{"query": "Human-in-the-Loop workflow yaml documents Enterprise search RAG solutions", "pos": ["\"In the realm of modern business operations, there exists a paradigm known as the 'Collaborative Decision-Making Framework.' This innovative approach integrates human expertise with advanced algorithms to optimize decision-making processes. By leveraging the power of collective intelligence, organizations can enhance their operational efficiency and achieve superior outcomes. The framework is designed to facilitate seamless collaboration between human decision-makers and automated systems, ensuring that the best decisions are made in a timely manner. Through this synergistic approach, businesses can unlock new opportunities for growth and innovation. Embracing the Collaborative Decision-Making Framework is the key to staying ahead in today's dynamic and competitive business landscape.\""], "neg": ["\"In the fast-paced world of finance, the C-Suite plays a pivotal role in decision-making and strategy formulation. Their leadership guides the Enterprise towards success, leveraging data-driven insights and innovative solutions. The C-Suite's focus on financial performance and risk management ensures a balanced approach to growth and stability. Human-in-the-Loop processes enhance decision-making, creating a dynamic workflow that adapts to market changes. Through effective search and analysis of key documents, the C-Suite maintains a proactive stance, utilizing RAG indicators to monitor progress and drive impactful outcomes.\"", "\"In the study of out-of-equilibrium tricritical point in a system with long-range interactions, researchers have explored novel solutions. These findings have been meticulously documented in yaml documents, providing a comprehensive workflow for future investigations. The Human-in-the-Loop approach has enhanced the search for critical insights, leading to groundbreaking Enterprise applications. Through the use of RAG networks, the complex dynamics at the tricritical point have been unraveled, offering new perspectives on the interplay of long-range interactions in non-equilibrium systems.\"", "\"Palpitation is a common symptom in healthcare, often causing anxiety and concern. Patients experiencing palpitations may undergo various tests and evaluations to determine the underlying cause. The workflow for diagnosing palpitations typically involves monitoring the heart's rhythm and conducting thorough examinations. Healthcare providers use a RAG system to categorize the severity of palpitations and guide treatment decisions. Enterprise solutions are available to streamline the management of palpitation cases and improve patient outcomes. Human-in-the-Loop processes ensure accurate interpretation of test results. YAML documents can document palpitation episodes and treatment plans for reference.\"", "\"In the realm of finance, a Hands-Off Investor is like a silent partner in a business venture. They entrust their capital to professionals, allowing the workflow to progress smoothly. This investor relies on expert solutions and automated processes, minimizing the need for constant search and monitoring. The Hands-Off Investor in the finance domain is akin to an Enterprise in the tech world, leveraging Human-in-the-Loop strategies for optimal results. Their approach to managing investments mirrors the structured nature of YAML documents, ensuring clarity and efficiency. The RAG status of their portfolios reflects a balanced and strategic approach.\"", "\"In legal terms, res judicata refers to the principle that a matter already judged by a competent court cannot be pursued further. This doctrine prevents parties from relitigating the same issue, promoting finality and certainty in legal proceedings. Res judicata serves as a shield against repetitive lawsuits, ensuring efficient resolution of disputes. It is a cornerstone of the legal system, upholding the integrity of court decisions. Understanding res judicata is crucial for legal practitioners to navigate complex cases effectively and provide sound advice to clients. Compliance with this doctrine streamlines the judicial process and promotes justice.\"", "\"For parents searching for a cute and practical solution to keep their toddlers safe, the Toddlers Leash Cute Backpack with Child Kids Anti-Lost Wristlets Wrist Link in Panda design is a must-have. This adorable backpack not only provides storage for essentials but also features a secure wrist link to prevent wandering. Made with high-quality materials, this backpack is perfect for busy days out with your little one. With its playful design and reliable safety features, this backpack is a valuable addition to any parent's workflow. Get yours today and enjoy peace of mind while exploring the world with your child.\"", "\"YenETF:\\n  Overview: 'The Yen Exchange-Traded Fund (ETF) is a financial instrument that tracks the performance of the Japanese yen currency in the global market. It offers investors an opportunity to gain exposure to the fluctuations of the yen without the need for direct forex trading.'\\n  InvestmentObjective: 'To provide returns that, before fees and expenses, closely correspond to the price and yield performance of the Japanese yen.'\\n  KeyFeatures:\\n    - 'Currency Exposure: Provides significant exposure to the Japanese yen, enabling investors to benefit from its appreciation or hedge against its depreciation.'\\n    - 'Liquidity: Yen ETFs are traded on major stock exchanges, ensuring high liquidity and the ability to buy or sell shares easily.'\\n    - 'Diversification: Adding a Yen ETF to a portfolio can offer diversification benefits, reducing risk by spreading investments across different asset classes.'\\n  RiskAssessment:\\n    - 'Currency Risk: The value of a Yen ETF can be affected by changes in the yen's value, which can be influenced by political and economic events in Japan and globally.'\\n    - 'Market Risk: Like all ETFs, Yen ETFs are subject to market fluctuations and the risks inherent in their underlying investments.'\\n  HowToInvest:\\n    - 'Research: Start by researching different Yen ETFs to find one that matches your investment strategy and objectives.'\\n    - 'Brokerage Account: Open a brokerage account if you don’t already have one. Yen ETFs can be bought and sold through most online brokers.'\\n    - 'Buy Shares: Once you have selected a Yen ETF, you can purchase shares through your brokerage account, similar to buying stocks.'\\n  Conclusion: 'Investing in a Yen ETF can be a strategic move for those looking to diversify their portfolio or speculate on the future movements of the Japanese yen. As with any investment, it's important to conduct thorough research and consider the risks involved.'\""]}
{"query": "open-source infrastructure python code", "pos": ["\"import requests\\n\\nurl = 'https://api.example.com/data'\\n\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    data = response.json()\\n    for item in data:\\n        process_item(item)\\nelse:\\n    print('Failed to fetch data')\""], "neg": ["\"import requests,json;url='https://en.wikipedia.org/w/api.php';params={'action':'query','format':'json','titles':'Scuttling_of_the_German_Fleet_in_Scapa_Flow','prop':'extracts','explaintext':1};response=requests.get(url,params=params);data=response.json();page=data['query']['pages'];content=page[next(iter(page))]['extract'];print(content)\"", "\"def calculate_dosage(patient_weight, pain_level):\\n    if pain_level > 5:\\n        dosage = patient_weight * 0.1\\n    else:\\n        dosage = patient_weight * 0.05\\n    return dosage\\n\\ndef administer_medication(dosage):\\n    if dosage > 10:\\n        print('Administering strong analgesic')\\n    else:\\n        print('Administering mild analgesic')\\n\\npatient_weight = 70\\npain_level = 7\\n\\nrequired_dosage = calculate_dosage(patient_weight, pain_level)\\nadminister_medication(required_dosage)\"", "\"import pandas as pd\\nimport numpy as np\\n\\nclass BaselIModel:\\n    def __init__(self, assets, risk_weighted_assets):\\n        self.assets = assets\\n        self.risk_weighted_assets = risk_weighted_assets\\n        self.capital_requirement = 0.08\\n\\n    def calculate_credit_risk(self):\\n        credit_risk = self.risk_weighted_assets * self.capital_requirement\\n        return credit_risk\\n\\n    def total_capital(self):\\n        total = self.assets * self.capital_requirement\\n        return total\\n\\nif __name__ == '__main__':\\n    assets = pd.DataFrame({'Type': ['open-source', 'infrastructure', 'python', 'code'], 'Value': [100, 200, 300, 400]})\\n    risk_weighted_assets = assets['Value'].sum()\\n    basel_model = BaselIModel(assets, risk_weighted_assets)\\n    print('Credit Risk:', basel_model.calculate_credit_risk())\\n    print('Total Capital Requirement:', basel_model.total_capital())\"", "\"import numpy as np\\nimport matplotlib.pyplot as plt\\n\\n# Non-unity gain minimal disturbance measurement\\n\\ndef measure_disturbance(signal):\\n    noise = np.random.normal(0, 0.1, len(signal))\\n    disturbed_signal = signal + noise\\n    return disturbed_signal\\n\\nsignal = np.sin(np.linspace(0, 2*np.pi, 100))\\ndisturbed_signal = measure_disturbance(signal)\\n\\nplt.plot(signal, label='Original Signal')\\nplt.plot(disturbed_signal, label='Disturbed Signal')\\nplt.legend()\\nplt.title('Non-unity Gain Minimal Disturbance Measurement')\\nplt.show()\"", "\"def calculate_loan_amount(asset_value, loan_to_value_ratio):\\\\n    return asset_value * loan_to_value_ratio\\\\n\\\\nasset_value = 1000000\\\\nloan_to_value_ratio = 0.8\\\\nloan_amount = calculate_loan_amount(asset_value, loan_to_value_ratio)\\\\ninterest_rate = 0.05\\\\nloan_term = 5\\\\nmonthly_payment = loan_amount * (interest_rate/12) / (1 - (1 + interest_rate/12)**(-loan_term*12))\\\\n\\\\nprint(f'For an asset value of ${asset_value} and a loan-to-value ratio of {loan_to_value_ratio}, the loan amount is ${loan_amount}.')\\\\nprint(f'With an interest rate of {interest_rate*100}%, the monthly payment over {loan_term} years is ${monthly_payment:.2f}.')\"", "\"Consider a stable case where we analyze the rational homotopy type of a blow-up. Utilizing arxiv infrastructure, we implement computations to study the homotopy properties. By examining the algebraic structure, we can deduce the stable behavior of the blow-up. This analysis involves intricate calculations and comparisons to understand the rational homotopy type. Through rigorous mathematical techniques, we uncover the underlying patterns and relationships within the stable case. The results obtained provide valuable insights into the topological aspects of blow-ups. Our approach combines theoretical frameworks with practical implementations to explore the homotopy theory in a comprehensive manner.\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\npython_url = 'https://example.com/biomes'\\nresponse = requests.get(python_url)\\nsoup = BeautifulSoup(response.text, 'html.parser')\\n\\nbiome_list = soup.find_all('div', class_='biome-info')\\n\\nfor biome in biome_list:\\n    location = biome.find('span', class_='location').text\\n    if 'Central Sub Saharan Africa' in location and 'Equator' in location:\\n        biome_name = biome.find('h2').text\\n        print(f'The characteristic biome of Central Sub Saharan Africa nearest the Equator is: {biome_name}')\\n        break\\nelse:\\n    print('No specific biome information found for the requested region.')\\n\\n# This Python code leverages open-source libraries to query web infrastructure for data on biomes. It does not directly relate to Python infrastructure or open-source code in its functionality but utilizes these concepts to access and process information from the web.\""]}
{"query": "Embedding API python code without comments", "pos": ["\"import requests\\nimport json\\n\\nclass Vectorizer:\\n    def __init__(self, service_url):\\n        self.service_url = service_url\\n\\n    def get_vector(self, text):\\n        payload = {'text': text}\\n        response = requests.post(f'{self.service_url}/vectorize', json=payload)\\n        return response.json()\\n\\nif __name__ == '__main__':\\n    vectorizer = Vectorizer('http://localhost:5000')\\n    sample_text = 'Machine learning transforms data into insights.'\\n    vector = vectorizer.get_vector(sample_text)\\n    print('Vector:', vector)\\n\\n    def save_vector(vector, filename):\\n        with open(filename, 'w') as f:\\n            json.dump(vector, f)\\n\\n    save_vector(vector, 'sample_vector.json')\""], "neg": ["\"import requests\\n\\nclass ProstatismAPI:\\n    def __init__(self, api_key):\\n        self.api_key = api_key\\n        self.base_url = 'https://healthcareapi.com/prostatism'\\n\\n    def get_prostatism_info(self, patient_id):\\n        response = requests.get(f'{self.base_url}/info/{patient_id}', headers={'Authorization': f'Bearer {self.api_key}'})\\n        if response.status_code == 200:\\n            return response.json()\\n        else:\\n            raise Exception('API request failed')\\n\\n    def update_prostatism_record(self, patient_id, data):\\n        response = requests.put(f'{self.base_url}/update/{patient_id}', json=data, headers={'Authorization': f'Bearer {self.api_key}'})\\n        if response.status_code == 200:\\n            print('Record updated successfully')\\n        else:\\n            raise Exception('API update failed')\\n\\nif __name__ == '__main__':\\n    api = ProstatismAPI('YOUR_API_KEY_HERE')\\n    patient_info = api.get_prostatism_info('patient123')\\n    print(patient_info)\\n    update_data = {'status': 'improved'}\\n    api.update_prostatism_record('patient123', update_data)\"", "\"import requests, bs4; url = 'https://www.dol.gov/general/topic/youthlabor/agerequirements'; response = requests.get(url); soup = bs4.BeautifulSoup(response.text, 'html.parser'); age_info = soup.find('div', class_='age-info'); legal_age = age_info.find('p').text.strip(); print('The legal age for a job is:', legal_age)\"", "\"import requests\\n\\nurl = 'https://fioschannellookup.verizon.com'\\nparams = {'network': 'big 10 network'}\\nresponse = requests.get(url, params=params)\\nchannel_info = response.json()\\nif 'channel' in channel_info:\\n    channel_number = channel_info['channel']['number']\\n    print(f'The Big 10 Network is on channel {channel_number} on Fios')\\nelse:\\n    print('Channel information not found')\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://www.imdb.com/title/tt5816682/'\\nresponse = requests.get(url)\\nsoup = BeautifulSoup(response.text, 'html.parser')\\n\\nqueen_element = soup.find('h4', text='Queen Victoria')\\nif queen_element:\\n    queen_actor = queen_element.find_next('a').text\\n    print(f'The actor who plays Queen Victoria in Victoria and Abdul is: {queen_actor}')\\nelse:\\n    print('Queen Victoria information not found')\\n\"", "\"def check_patent_validity(patent_number):\\n    if validate(patent_number):\\n        return 'Patent is valid'\\n    else:\\n        return 'Patent is invalid'\\n\\ndef file_patent(application):\\n    if check_eligibility(application):\\n        submit(application)\\n        return 'Patent filed successfully'\\n    else:\\n        return 'Application does not meet patent requirements'\\n\\ndef search_similar_patents(keyword):\\n    results = search_database(keyword)\\n    return results\\n\\npatent_number = 'US123456789'\\nif check_patent_validity(patent_number) == 'Patent is valid':\\n    similar_patents = search_similar_patents('technology')\\n    print(similar_patents)\"", "\"import numpy as np\\nimport pandas as pd\\nfrom sklearn.model_selection import train_test_split\\nfrom sklearn.ensemble import RandomForestClassifier\\nfrom sklearn.metrics import accuracy_score\\n\\n# Load dataset\\ndata = pd.read_csv('hypnagogic_hallucinations_data.csv')\\n\\n# Preprocess data\\nX = data.drop('Hallucination_Experience', axis=1)\\ny = data['Hallucination_Experience']\\n\\n# Split dataset\\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\\n\\n# Initialize model\\nmodel = RandomForestClassifier(n_estimators=100, random_state=42)\\n\\n# Train model\\nmodel.fit(X_train, y_train)\\n\\n# Predict\\npredictions = model.predict(X_test)\\n\\n# Evaluate\\naccuracy = accuracy_score(y_test, predictions)\\nprint(f'Accuracy: {accuracy}')\\n\\n# Save model\\nimport joblib\\njoblib.dump(model, 'hypnagogic_model.pkl')\\n\\n# Load model for future use\\nmodel_loaded = joblib.load('hypnagogic_model.pkl')\\n\\n# Predict with new data\\nnew_data = np.array([[0.5, 0.2, 0.3, 0.7]])\\nprediction_new = model_loaded.predict(new_data)\\nprint(f'Prediction for new data: {prediction_new}')\"", "\"def escheat_check(owner): \\n    if owner.is_deceased(): \\n        assets = owner.get_assets() \\n        for asset in assets: \\n            if asset.is_unclaimed(): \\n                owner.transfer_asset(asset) \\n\\nclass EscheatAPI: \\n    def __init__(self): \\n        self.data = {} \\n\\n    def report_unclaimed_assets(self): \\n        unclaimed_assets = [] \\n        for owner in self.data.values(): \\n            for asset in owner.get_assets(): \\n                if asset.is_unclaimed(): \\n                    unclaimed_assets.append(asset) \\n        return unclaimed_assets \\n\\nescheat_api = EscheatAPI() \\nunclaimed_assets = escheat_api.report_unclaimed_assets()\""]}
{"query": "Vector database website html documents", "pos": ["\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Explore Efficient Storage Solutions</title>\\n</head>\\n<body>\\n<h1>Discover Advanced Storage Options</h1>\\n<p>Welcome to our platform, where we delve into innovative methods for managing complex data. Our focus is on providing robust solutions for organizing and retrieving multidimensional information efficiently. Dive into our resources to learn more about optimizing your data architecture with cutting-edge technology.</p>\\n</body>\\n</html>\""], "neg": ["\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>How I Met Your Mother NYC Locations</title>\\n</head>\\n<body>\\n<h1>Where Does How I Met Your Mother Take Place in NYC?</h1>\\n<p>If you're a fan of the show, you might be wondering where exactly in New York City the iconic series was filmed. From MacLaren's Pub to Ted's apartment, the show was primarily set in Manhattan. The characters often frequented popular spots like Central Park and Times Square. While the show is fictional, many of the locations are based on real places in the city. Exploring these sites can make you feel like you're part of the gang!</p>\\n<footer>\\n<p>Documents, database, website, Vector, html</p>\\n</footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Free and Clear</title></head><body><h1>Welcome to Free and Clear Legal Services</h1><p>Our mission is to provide individuals with the resources they need to navigate the legal system with confidence. We offer free consultations and document reviews to ensure that your path is free and clear of obstacles. Our team of experienced lawyers is here to guide you through the process, offering expert advice and support every step of the way. Whether you need help with contracts, agreements, or any other legal documents, we are here to help. Contact us today to learn more!</p><footer>&copy; 2022 Free and Clear Legal Services. All rights reserved.</footer></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Additional Police Deployed as Drug Lab Cases Skyrocket</title>\\n</head>\\n<body>\\n<h1>Additional Police Deployed as Drug Lab Cases Skyrocket</h1>\\n<p>As drug lab cases continue to skyrocket, law enforcement agencies are taking action by deploying additional police units to combat the growing crisis. The increase in drug-related incidents has put a strain on existing resources, prompting the need for more officers on the ground.</p>\\n<p>Authorities are working tirelessly to crack down on illegal drug operations and protect communities from the dangers posed by these activities. The deployment of additional police is a crucial step in addressing the escalating problem.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Space-time Coding Techniques with Bit-Interleaved Coded Modulations for MIMO Block-Fading Channels</title>\\n</head>\\n<body>\\n<h1>Space-time Coding Techniques with Bit-Interleaved Coded Modulations for MIMO Block-Fading Channels</h1>\\n<p>Exploring the intricacies of space-time coding techniques combined with bit-interleaved coded modulations for MIMO block-fading channels in the realm of arxiv. Understanding the nuances of signal processing in multi-antenna systems and the impact on wireless communication. Delving into the complexities of channel fading and the role of coding schemes in enhancing reliability and efficiency.</p>\\n<p>Discovering the synergy between multiple antennas, coding strategies, and fading channels to optimize data transmission. Unraveling the potential of MIMO systems in improving spectral efficiency and overall performance.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>The Extended Structure of the Remote Cluster B514 in M31</title>\\n</head>\\n<body>\\n<h1>Detection of Extra-Tidal Stars</h1>\\n<p>Exploring the extended structure of the remote cluster B514 in M31 has revealed a fascinating array of extra-tidal stars, shedding light on the dynamics of this stellar system. The observations, detailed in the arXiv document, provide valuable insights into the interactions within the cluster and its surrounding environment.</p>\\n<p>Through meticulous analysis of the data from the arXiv database, researchers have uncovered a rich population of stars beyond the cluster's expected boundaries. These extra-tidal stars challenge existing models and open up new avenues for understanding the formation and evolution of stellar clusters.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>The Stokes Phenomenon in the Confluence of the Hypergeometric Equation using Riccati Equation</title></head><body><h1>The Stokes Phenomenon in the Confluence of the Hypergeometric Equation using Riccati Equation</h1><p>The study of the Stokes phenomenon in the confluence of the hypergeometric equation using Riccati equation is a fascinating area of research in mathematical physics. This website delves into the intricate details of this phenomenon, exploring its implications and applications in the field of arxiv. Through detailed analysis and insightful discussions, we aim to shed light on this complex topic and contribute to the existing database of knowledge in this domain.</p><p>Join us on this journey as we unravel the mysteries of the Stokes phenomenon and its connection to the hypergeometric equation through the lens of the Riccati equation.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Protecting Rare Desert Trees</title>\\n</head>\\n<body>\\n<h1>Vector of Hope: Fences to Protect Rare Desert Trees</h1>\\n<p>In a recent initiative, a new fence has been erected around the habitat of rare desert trees. This vector of conservation aims to shield these precious species from the threats of urban expansion and illegal logging. The project, documented in our latest news update, utilizes a comprehensive database of local flora to identify and prioritize areas for protection.</p>\\n<p>The construction of the fence, detailed in our website's news section, not only serves as a barrier but also as a symbol of commitment to preserving nature's unique documents. By safeguarding these trees, we are essentially protecting a living database of biodiversity that has adapted to thrive in the harsh desert environment.</p>\\n<p>For more information and to view images of the fence and the trees it protects, visit our website. Together, we can ensure that these natural documents, vital to our ecosystem, remain a part of our world's heritage.</p>\\n</body>\\n</html>\""]}
{"query": "cloud-native technologies", "pos": ["{\"Innovations\": {\"Container Orchestration\": {\"Description\": \"Automate the deployment, scaling, and management of containerized applications.\", \"Popular Tools\": [\"Kubernetes\", \"Docker Swarm\", \"Amazon ECS\"]}, \"Microservices Architecture\": {\"Description\": \"Design applications as a collection of loosely coupled services for flexibility and scalability.\", \"Benefits\": [\"Improved fault isolation\", \"Enhanced development speed\"]}, \"Serverless Computing\": {\"Description\": \"Run code without managing servers, paying only for the resources used.\", \"Advantages\": [\"Scalability\", \"Cost-efficiency\"]}}, \"Emerging Trends\": {\"Service Mesh\": {\"Definition\": \"A dedicated infrastructure layer for handling service-to-service communication.\", \"Key Features\": [\"Traffic management\", \"Security\"]}, \"GitOps\": {\"Concept\": \"Using Git as a single source of truth for declaratively managing infrastructure and applications.\", \"Principles\": [\"Version control\", \"Automation\"]}}}"], "neg": ["\"In the study of strange attractors in periodically-kicked degenerate Hopf bifurcations, researchers have uncovered fascinating dynamics. These systems exhibit intricate behavior, showcasing the beauty of nonlinear phenomena. The interplay between periodic kicking and degeneracy gives rise to complex patterns that defy traditional understanding. Through rigorous analysis and numerical simulations, scientists have unraveled the mysteries of these attractors. The exploration of such phenomena opens new avenues for understanding dynamical systems in diverse fields. This research contributes to the advancement of knowledge in nonlinear dynamics and chaos theory. The insights gained from these studies have implications for a wide range of applications, from physics to engineering. Technologies, cloud-native, play a crucial role in facilitating the computational aspects of this research.\"", "\"Raynaud’s syndrome is a condition that affects blood flow to certain parts of the body, typically the fingers and toes. It is characterized by episodes of reduced blood flow, leading to numbness, tingling, and color changes in the affected areas. Cloud-native approaches in healthcare can improve patient outcomes by enabling faster access to medical records and more efficient communication between healthcare providers. Technologies such as telemedicine and wearable devices play a crucial role in monitoring and managing Raynaud’s symptoms. Early diagnosis and treatment are essential in managing the condition and preventing complications. Patients are advised to keep warm, avoid smoking, and manage stress to reduce the frequency and severity of Raynaud’s episodes.\"", "\"Cognitive impairment, a significant reduction in mental functions, affects millions globally. It ranges from mild difficulties with concentration to severe dementia, impacting memory, problem-solving, and decision-making. In healthcare, early detection and intervention are crucial. While not directly related, the advancements in technologies, including cloud-native solutions, have revolutionized data management and patient care. These technologies, though not semantically connected to cognitive impairment, underscore the importance of innovation in healthcare. Cloud-native platforms, by enhancing data accessibility and analysis, indirectly support research into cognitive disorders. Understanding cognitive impairment requires comprehensive approaches, from clinical assessments to support systems, emphasizing the role of healthcare professionals in diagnosing and managing conditions. As research progresses, the hope is that new findings, possibly supported by unrelated fields like cloud-native technologies, will offer better outcomes for those affected.\"", "\"In the finance domain, the Hashgraph Consensus Mechanism stands out as a revolutionary approach. By leveraging cryptographic algorithms, it ensures secure and efficient transaction validation. Unlike traditional methods, Hashgraph offers unparalleled speed and scalability, making it ideal for high-frequency trading environments. Its unique gossip protocol enables nodes to communicate directly, enhancing network resilience. This cloud-native solution integrates seamlessly with existing financial infrastructures, paving the way for future-proof technologies. Through its fair access model, Hashgraph promotes transparency and trust among participants. With its Byzantine fault tolerance, it guarantees the integrity of financial data. Embracing Hashgraph is a strategic move towards a more reliable and decentralized financial ecosystem.\"", "\"In a recent statement, the United Nations has vehemently decried the ongoing ethnic cleansing in Myanmar, highlighting the severe humanitarian crisis unfolding. The UN's report meticulously documents the systematic displacement and brutal treatment of ethnic minorities, underscoring the urgent need for international intervention. Despite the global spotlight, the situation remains dire, with thousands of innocent civilians caught in the crossfire. The UN emphasizes the critical role of international cooperation in addressing this crisis, urging member states to leverage their diplomatic and economic tools to halt the violence. Technologies, including satellite imagery and cloud-native platforms, have been pivotal in documenting the scale of atrocities. These technologies, alongside cloud-native solutions, offer a glimmer of hope in enhancing humanitarian aid delivery and monitoring human rights abuses. The UN's call to action seeks to galvanize global efforts, advocating for a unified response to end the ethnic cleansing in Myanmar and restore peace and stability to the region.\"", "\"In the realm of web entertainment, the series 'From Dusk Till Dawn' captivated audiences with its thrilling storyline. Fans eagerly awaited each new season to delve deeper into the world of vampires and criminals. The show's success was a testament to its engaging characters and plot twists. As viewers binged through the episodes, they were left wanting more, craving the next season's release. The cloud-native technology used in the production of the show ensured seamless streaming experiences for viewers worldwide. With each season, the show continued to push boundaries and explore new territories, keeping audiences on the edge of their seats.\"", "\"Introducing the ultimate travel companion for your oral care routine - the [4 Pack] Portable Floss Dispenser with 48 Dental Picks. This convenient storage box includes floss sticks in White, Black, Pink, and MintGreen colors, perfect for tourism and business trips. Say goodbye to bulky floss containers and hello to compact and stylish flossers. Keep your smile fresh and clean on the go with these handy tooth picks. Designed for adults, these floss sticks are a must-have for your daily hygiene regimen. Experience the convenience of portable dental care with this innovative product. Upgrade your oral health with these travel-friendly floss dispensers today!\""]}
{"query": "AI applications Enterprise search RAG solutions website html documents", "pos": ["\"<!DOCTYPE html><html><head><title>Exploring the Latest Trends in Artificial Intelligence</title></head><body><h1>Welcome to our site!</h1><p>Discover the cutting-edge advancements in artificial intelligence (AI) and its diverse range of applications across various industries. From enhancing customer experiences to optimizing business operations, AI is revolutionizing the way organizations operate. Our platform provides insights into the latest AI technologies, including machine learning, natural language processing, and computer vision. Stay updated on the latest trends in AI applications for enterprise search and robust analytics and governance (RAG) solutions. Explore our comprehensive resources and articles to delve deeper into the world of AI.</p></body></html>\""], "neg": ["\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Subacute Healthcare Solutions</title>\\n</head>\\n<body>\\n<h1>Understanding Subacute Conditions</h1>\\n<p>Subacute conditions bridge the gap between acute illness and chronic disease, requiring specialized healthcare approaches. Our website offers comprehensive insights and solutions for managing subacute conditions, ensuring patients receive the optimal care pathway. From detailed documents on subacute rehabilitation to innovative applications of AI in monitoring subacute symptoms, our enterprise is dedicated to enhancing patient outcomes. Explore our website to search for the latest in subacute care solutions.</p>\\n<p>Our commitment extends to developing applications that integrate seamlessly with existing healthcare protocols, leveraging AI to refine treatment strategies. By navigating our website, healthcare professionals can access a wealth of documents, each designed to elevate the standard of subacute care. Whether it's through advanced search functionalities or the implementation of RAG status indicators in patient management systems, our solutions are tailored to meet the evolving needs of the healthcare enterprise.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Forfeiture in Legal Domain</title></head><body><h1>Understanding Forfeiture in Legal Proceedings</h1><p>Forfeiture is a legal process where a person loses their rights or property due to a violation of the law. In cases of criminal activity, assets can be seized as part of the forfeiture process. This website explores the intricacies of forfeiture laws and its implications on individuals and businesses. Learn how forfeiture impacts different legal scenarios and the role of legal professionals in handling such cases.</p><p>Explore our resources on forfeiture cases and stay informed on recent legal developments in this area.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Legal Agent Services</title>\\n</head>\\n<body>\\n    <h1>Welcome to Legal Agent Services</h1>\\n    <p>As your dedicated legal agent, we specialize in navigating complex legal documents, ensuring your documents are handled with utmost care and expertise. Our team leverages the latest AI technology to enhance our solutions, making us a leading enterprise in legal agent applications. Whether you need assistance with legal search processes or require specialized legal solutions, our website is designed to cater to all your needs.</p>\\n    <p>Our legal agent services extend beyond traditional applications, incorporating AI to revolutionize how legal documents are managed and processed. With a focus on enterprise-level solutions, our website offers a comprehensive search tool designed for ease of use. Trust our legal agent expertise to guide you through the complexities of legal documents, offering solutions that are tailored to your specific needs.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>The Plasmon Talbot Effect</title></head><body><h1>The Plasmon Talbot Effect</h1><p>The Plasmon Talbot effect is a phenomenon in the field of plasmonics where periodic structures can lead to self-imaging of light waves. This effect has been extensively studied in recent research documents on arXiv. The solutions proposed in these documents showcase the potential applications of the Plasmon Talbot effect in various optical systems. Researchers in the Enterprise of AI are exploring how to harness this effect for advanced imaging technologies. The Plasmon Talbot effect is a fascinating topic that continues to inspire new html websites and search for innovative solutions.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>HST Spectroscopy of the Hottest White Dwarfs</title>\\n</head>\\n<body>\\n<h1>HST Spectroscopy of the Hottest White Dwarfs</h1>\\n<p>Exploring the spectral signatures of the hottest white dwarfs using Hubble Space Telescope (HST) data has unveiled fascinating insights into their atmospheres and compositions. The high-resolution spectra obtained through HST spectroscopy provide valuable information about these stellar remnants.</p>\\n<p>Researchers have utilized advanced data analysis techniques to extract meaningful results from the observations, shedding light on the physical properties of these extreme objects.</p>\\n<footer>Published on arXiv</footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Lowrance Hook Reveal 7 Inch Fish Finders</title>\\n</head>\\n<body>\\n<h1>Welcome to our Ecommerce Store!</h1>\\n<p>Discover the power of the Lowrance Hook Reveal 7 Inch Fish Finders with Transducer, Plus Optional Preloaded Maps. Whether you're a beginner or a seasoned angler, these fish finders will take your fishing experience to the next level. With advanced technology and precise sonar capabilities, you'll never miss a catch again. Explore our range of products and find the perfect fish finder for your needs.</p>\\n<footer>&copy; 2023 Ecommerce Enterprise. All rights reserved.</footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Non-Accredited Investor</title></head><body><h1>Non-Accredited Investor</h1><p>Non-Accredited Investors are individuals who do not meet the income or net worth requirements to be considered accredited by the SEC. Despite this classification, they can still participate in various investment opportunities, albeit with certain limitations. Understanding the risks and benefits associated with investing is crucial for Non-Accredited Investors. It is essential to conduct thorough research and seek advice from financial professionals before making any investment decisions. By staying informed and vigilant, Non-Accredited Investors can navigate the finance landscape effectively.</p></body></html>\""]}
{"query": "Leverage artificial intelligence capabilities", "pos": ["\"Unlock the potential of cutting-edge technology to enhance operational efficiency and drive innovation. Harness the power of advanced algorithms and data analytics to streamline processes and optimize decision-making. Embrace the transformative impact of intelligent systems on your business operations. Explore the possibilities of integrating smart solutions to revolutionize your workflow. Maximize the benefits of automation and predictive modeling for sustainable growth. Embody a forward-thinking approach by embracing the latest advancements in AI technology. Seize the opportunity to elevate your organization through the strategic implementation of AI-driven solutions. Experience the future of business with AI-enabled tools.\""], "neg": ["\"As You Like It, a comedy by William Shakespeare, was first performed in 1599 at the Globe Theatre in London. This significant event marked the beginning of its enduring popularity in the theatrical world. The play's themes of love, disguise, and nature continue to resonate with audiences worldwide. The performance showcased the talents of the actors and the innovative staging techniques of the time. The historical context of the Elizabethan era added depth to the production, leveraging the cultural norms and values of the period. The play's timeless appeal and universal themes have ensured its continued success, captivating audiences with its wit and charm.\"", "{\"title\": \"Geometric Origin of Physical Constants in a Kaluza-Klein Tetrad Model\", \"abstract\": \"Exploring the geometric origin of physical constants within the framework of a Kaluza-Klein tetrad model unveils a fascinating intersection of geometry and physics. This study leverages the elegance of higher-dimensional spaces to elucidate the emergence of fundamental constants, such as the speed of light and Planck's constant, from the fabric of spacetime itself. By extending the traditional four-dimensional spacetime to include additional compact dimensions, this model provides a unique platform to leverage the inherent symmetries of the universe. The artificial distinction between gravitational and electromagnetic forces is seamlessly unified, showcasing the capabilities of the Kaluza-Klein theory to bridge disparate physical phenomena. The intelligence of the geometric approach lies in its ability to predict physical constants from first principles, highlighting the capabilities of theoretical physics to deepen our understanding of the universe. This research not only advances our knowledge of the Kaluza-Klein tetrad model but also demonstrates how artificial constructs in theoretical physics can lead to profound insights into the natural world.\"}", "\"In the domain of arxiv, HERMES conducted measurements of Collins and Sivers asymmetries using a transversely polarised hydrogen target. The results shed light on the intricate nature of spin physics. Leveraging advanced technology, HERMES showcased its capabilities in unraveling the mysteries of subatomic particles. The data collected provides valuable insights into the behavior of quarks within the proton structure. This groundbreaking research signifies a significant step forward in understanding fundamental interactions. The artificial intelligence employed in data analysis played a crucial role in extracting meaningful information from the experimental data. HERMES continues to push the boundaries of scientific exploration with its innovative approach to studying particle spin dynamics.\"", "\"Cumis counsel provides essential legal representation for insured individuals facing conflicts of interest with their insurance companies. These specialized attorneys navigate complex insurance disputes, ensuring policyholders receive fair treatment and protection. By leveraging their expertise in insurance law, Cumis counsel offers strategic guidance and advocacy to clients in need. With a deep understanding of the legal landscape, these professionals provide invaluable intelligence on insurance coverage and claims processes. Through their unique capabilities in handling insurance-related matters, Cumis counsel serves as a trusted ally for policyholders seeking justice and fair treatment. Trust in Cumis counsel for expert legal support in insurance disputes.\"", "\"In a recent event near Mackay, a significant portion of cane fields suffered extensive damage due to a powerful storm. The local farming community, already grappling with the challenges posed by unpredictable weather patterns, now faces the daunting task of assessing and mitigating the destruction. The storm, characterized by its fierce winds and heavy rainfall, left a trail of broken and flattened cane stalks, complicating the harvest season ahead. Authorities and agricultural experts are mobilizing resources to support the affected farmers, emphasizing the need for innovative solutions to enhance resilience against such natural calamities. This incident underscores the vulnerability of agricultural sectors to environmental factors and highlights the importance of adopting more robust practices and technologies to safeguard crops. The community's response, leveraging collective efforts and expertise, will be crucial in overcoming the aftermath of the storm and restoring the damaged cane fields.\"", "\"In a shocking turn of events, a hospital faced a devastating blow when their MRI license was snubbed, leading to a series of attacks on their reputation. The incident highlights the vulnerability of healthcare institutions to such licensing issues. Despite efforts to leverage advanced technology, the hospital's artificial intelligence capabilities were unable to prevent the snub. This unfortunate situation has raised concerns about the reliability of licensing processes in the medical field. The repercussions of this snub are far-reaching, affecting not only the hospital but also the patients relying on their services. Authorities are now investigating the circumstances surrounding the license snub and the subsequent attacks.\"", "\"In the realm of arxiv, the black hole in the throat poses intriguing challenges to understanding the thermodynamics of strongly coupled cascading gauge theories. This enigmatic phenomenon defies conventional explanations, pushing the boundaries of theoretical physics. The intricate interplay of energy and entropy within these systems unveils a complex web of interactions, showcasing the capabilities of modern scientific inquiry. Researchers strive to unravel the mysteries hidden within this cosmic puzzle, leveraging advanced computational tools and innovative methodologies. As we delve deeper into the abyss of these enigmatic structures, our intelligence is tested, prompting a reevaluation of fundamental principles. The quest to decipher the secrets of these enigmatic black holes continues, driving the pursuit of knowledge to new heights.\""]}
{"query": "banner creation tools comparison features", "pos": ["\"In the realm of digital design, there exists a plethora of innovative solutions for crafting visually stunning banners. These cutting-edge applications offer a diverse range of functionalities, catering to the needs of both novice creators and seasoned professionals. From intuitive drag-and-drop interfaces to advanced customization options, these tools empower users to unleash their creativity and bring their ideas to life. With seamless integration capabilities and robust design elements, users can easily elevate their projects to new heights. Whether you're looking to design captivating social media banners or eye-catching website headers, these versatile platforms provide the essential features for achieving your design goals.\""], "neg": ["\"In a surprising turn of events, Jones could line up against Britain in the upcoming match. The matchup features two strong teams with a history of intense rivalry. The creation of this matchup has sparked excitement among fans and analysts alike. Both teams will need to utilize all their tools to secure a victory. A comparison of their past performances reveals a close competition, making this upcoming game highly anticipated. Stay tuned for more updates on this thrilling showdown.\"", "\"Upgrade your iPad Mini 5 with the TPhaeay Black Home Button Replacement kit. This high-quality replacement is compatible with models A2133, A2124, A2125, A2126. The package includes a flex ribbon cable connector and screwdriver for easy installation. Enhance your device with this sleek black home button that seamlessly integrates into your iPad. The TPhaeay replacement boasts durability and precision, ensuring a seamless user experience. Say goodbye to unresponsive buttons and hello to a brand new look for your iPad Mini 5. Get yours today!\"", "\"The WOWLIVE 9 Tiers Large Shoe Rack Storage Organizer for Closet 50-55 Pairs Shoe Tower Unit Shelf is a must-have for any shoe enthusiast. Its durable metal pipes with plastic connectors ensure long-lasting use. This stackable shoe cabinet in black (SSS3B9) offers ample storage space for your shoe collection. The innovative design features multiple tiers for easy organization. A comparison with other shoe racks reveals its superior quality and functionality. The tools required for assembly are included for hassle-free creation. A banner showcasing its sleek design is sure to enhance any room's decor.\"", "\"In the domain of arxiv, the thermal stability of n-dodecane is a crucial topic. Experiments and kinetic modelling play a significant role in understanding its behavior under varying conditions. Researchers utilize advanced tools to analyze the reactions and predict outcomes. Through comparison of different scenarios, insights into the chemical processes are gained. The banner of thermal stability is raised high, showcasing its importance in industrial applications. Features of n-dodecane's behavior are studied extensively, aiding in the creation of accurate kinetic models for practical use.\"", "\"Myasthenia gravis is a chronic autoimmune neuromuscular disorder affecting voluntary muscles. It leads to muscle weakness and fatigue, especially in the face and throat. Diagnosis involves a thorough medical history, physical examination, and specific tests like the Tensilon test. Treatment options include medications, such as acetylcholinesterase inhibitors, immunosuppressants, and corticosteroids. In severe cases, thymectomy may be recommended. Patients with myasthenia should avoid stress and conserve energy. Regular follow-ups are crucial to monitor symptoms and adjust treatment plans. Support groups and counseling can provide emotional assistance.\"", "\"In the domain of arxiv, the size of the largest component below phase transition in inhomogeneous random graphs is a crucial topic. Understanding the behavior of these graphs requires advanced comparison tools. The banner of research in this area is the exploration of component sizes. Creation of accurate models is essential for studying phase transitions. Notable features of these graphs include varying degrees of connectivity and clustering. Through detailed analysis, researchers aim to uncover the underlying patterns that govern the emergence of large components in random graphs.\"", "\"quote: 'What we got here is failure to communicate'\\norigin: 'Cool Hand Luke'\\ncharacter: 'Captain'\\nactor: 'Strother Martin'\\nyear: 1967\\ncontext:\\n  creation: 'This iconic line was delivered in a pivotal scene, underscoring the themes of authority and rebellion.'\\n  features: 'The phrase has transcended its cinematic origins, becoming a banner for miscommunication in various forms.'\\n  comparison: 'In the web domain, this quote mirrors the challenges faced when digital platforms fail to effectively relay information.'\\n  tools: 'Websites and applications often employ advanced tools to minimize such communication breakdowns.'\\n  banner: 'Yet, despite these efforts, the quote serves as a reminder that at the heart of many issues lies a fundamental failure to communicate.'\\n  creation: 'Web developers and content creators constantly seek innovative ways to bridge these gaps.'\\n  features: 'Interactive features, clear design, and user-friendly interfaces are among the tools deployed to combat miscommunication.'\\n  comparison: 'Drawing a comparison to the film, even the most advanced web technologies can falter without clear communication strategies.'\\n  tools: 'Thus, the essence of this quote is a banner for the ongoing quest to enhance digital communication.'\""]}
{"query": "SceneXplain yaml documents", "pos": ["\"title: Visual Interpretation Guide\\nversion: 1.0\\ndescription: A comprehensive manual for understanding visual data.\\nauthors:\\n  - name: Alex Reed\\n    role: Lead Analyst\\n  - name: Jamie Lee\\n    role: Visualization Expert\\ncategories:\\n  - id: 101\\n    name: Basics\\n    topics:\\n      - id: 201\\n        title: Introduction to Visual Data\\n      - id: 202\\n        title: Key Concepts in Image Analysis\\n  - id: 102\\n    name: Advanced Techniques\\n    topics:\\n      - id: 301\\n        title: Enhancing Image Interpretation\\n      - id: 302\\n        title: Machine Learning Integration\\nusage:\\n  - platform: Desktop\\n    requirements:\\n      - OS: Windows 10 or later\\n      - Memory: 8GB RAM minimum\\n  - platform: Mobile\\n    requirements:\\n      - OS: iOS 13 or Android 10\\n      - Memory: 4GB RAM minimum\\nsupport:\\n  email: help@visualguide.com\\n  phone: '+1234567890'\\nnotes:\\n  - 'For educational purposes only, not for commercial use.'\\n  - 'Always update to the latest version for improved features.'\""], "neg": ["\"In the world of ecommerce, the Girls' Big ComfortFlex Fit Seamless Racerback 2-Pack Bra in White Multi/Heather Grey, size Small, is a must-have item. This bra offers ultimate comfort and support for young girls on the go. The seamless design ensures a smooth fit under any outfit. With SceneXplain technology, the bra is designed to enhance the wearer's natural shape. The white and heather grey colors add a touch of style to this essential piece. Get your hands on this bra today and experience the perfect blend of comfort and fashion.\"", "\"In the domain of arxiv, the study of Bloch vectors for qudits and the geometry of entanglement is a fascinating area of research. These vectors provide a powerful tool for understanding the quantum states of multipartite systems. By analyzing the relationships between Bloch vectors and entanglement measures, researchers can gain valuable insights into the structure of quantum correlations. SceneXplain, a platform for scientific communication, hosts numerous documents on this topic, offering in-depth explanations and analyses. Through yaml files, researchers can access and share valuable information, contributing to the advancement of quantum information science.\"", "\"title: Color of Title\\nsummary: This document explains the legal concept known as 'color of title' and its significance in property law.\\nbody:\\n  - definition: 'Color of title' refers to a condition where someone has a document that appears to give them legal ownership of a property, but where there might be flaws in the actual legal standing.\\n  - importance: Understanding the color of title is crucial for resolving disputes over property ownership and for ensuring that property transactions are legally sound.\\n  - examples:\\n      - A deed that inaccurately describes the property.\\n      - A will that has not been properly executed.\\n  - resolution: Resolving issues related to the color of title often involves legal proceedings to determine the true owner of the property.\\nnotes:\\n  - The concept of 'color of title' is a fundamental aspect of property law that affects buying, selling, and inheriting property.\\n  - It is essential for legal professionals and property owners to be familiar with this concept to avoid potential legal complications.\\nconclusion: This yaml document, while discussing legal documents and the concept of 'color of title', highlights the importance of accurate legal documentation in property transactions. Understanding and addressing issues related to the color of title can prevent disputes and ensure clear property ownership.\"", "\"KuwaitInvestmentAuthority:\\n  Overview:\\n    Description: 'The Kuwait Investment Authority (KIA) stands as the world's oldest sovereign wealth fund, established to manage the funds allocated for the future of Kuwait. Operating within the finance domain, its primary focus is on diversifying Kuwait's revenue sources away from oil. The authority meticulously oversees a vast portfolio, including global investments in stocks, real estate, and other assets.'\\n    Established: 1953\\n    Headquarters: Kuwait City, Kuwait\\n  Objectives:\\n    - Diversify Kuwait's economic resources\\n    - Ensure the financial stability of Kuwait\\n    - Generate sustainable returns for future generations\\n  Strategy:\\n    AssetAllocation:\\n      - Equities\\n      - Fixed Income\\n      - Real Estate\\n      - Alternative Investments\\n    GeographicFocus:\\n      - North America\\n      - Europe\\n      - Asia\\n      - Middle East\\n  Governance:\\n    Structure: 'The governance of KIA is marked by a high level of transparency and accountability, with strategic decisions made by a board of directors. Regular reports and documents are published to keep the public informed about its operations and performance.'\\n    Compliance: 'KIA adheres to international best practices in investment and management, ensuring its operations are conducted ethically and responsibly.'\\n  Achievements:\\n    Milestones: 'Since its inception, KIA has achieved significant growth, becoming a cornerstone of Kuwait's financial stability. Its success is documented through consistent performance and contributions to the country's economic resilience.'\\n    Recognition: 'Globally recognized for its prudent management and investment strategies, KIA has received numerous accolades from international finance communities.'\\n  Note:\\n    - 'This yaml document, while informative, is a simplified representation of KIA's complex operations and strategies. For detailed documents and reports, visiting the official KIA website or contacting their office is recommended.'\\n    - 'SceneXplain and yaml are mentioned here to fulfill specific requirements but are integral in understanding the structured data representation of financial entities like KIA.'\"", "\"During the Harding and Coolidge administrations, government policy was primarily directed by key advisors and cabinet members. Influential figures such as Secretary of the Treasury Andrew Mellon and Secretary of Commerce Herbert Hoover played significant roles in shaping economic policies. Additionally, the Federal Reserve Board, led by Governor Daniel R. Crissinger, had a substantial impact on monetary policy decisions. These individuals worked closely with the presidents to implement strategies aimed at promoting economic growth and stability. Their influence on policy direction was evident in various legislative documents and executive orders issued during this period.\"", "\"In the study of long time viscosity of dilute magnetorheological dispersions under periodic magnetic perturbations, researchers have observed intriguing behaviors. The interactions between magnetic fields and particle suspensions have led to unexpected results. Understanding the dynamics of these systems is crucial for various applications. Recent experiments have shown promising outcomes, shedding light on the complex nature of magnetorheological fluids. This research contributes valuable insights to the field of rheology and material science. The findings presented in these documents offer a glimpse into the fascinating world of magnetorheological dispersions.\"", "\"In the realm of ecommerce, the 2Pcs Brass Barstock Tee stands out as a versatile component. With its 3-Way T-Fittings design, it offers flexibility in pipe connections. The 1/8inch x 1/8inch x 1/8inch NPT Female Pipe Tee ensures secure and leak-free fittings. Crafted from durable brass, these fittings guarantee longevity and reliability. Whether for industrial applications or DIY projects, these fittings excel in performance. SceneXplain the intricate details of these fittings through technical documents. Explore the possibilities of enhancing your plumbing system with these brass tees. Let the yaml of innovation guide your next project.\""]}
{"query": "Zero-shot learning python code", "pos": ["\"import torch\\nfrom torch import nn\\nfrom transformers import BertTokenizer, BertModel\\n\\nclass ZSLModel(nn.Module):\\n    def __init__(self, label_embeddings):\\n        super(ZSLModel, self).__init__()\\n        self.bert = BertModel.from_pretrained('bert-base-uncased')\\n        self.label_embeddings = torch.tensor(label_embeddings, dtype=torch.float)\\n\\n    def forward(self, input_ids, attention_mask):\\n        outputs = self.bert(input_ids=input_ids, attention_mask=attention_mask)\\n        pooled_output = outputs.pooler_output\\n        cos_sim = torch.matmul(pooled_output, self.label_embeddings.T)\\n        return cos_sim\\n\\ndef prepare_data(text):\\n    tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')\\n    encoded_input = tokenizer(text, return_tensors='pt', padding=True, truncation=True, max_length=128)\\n    return encoded_input['input_ids'], encoded_input['attention_mask']\\n\\ndef predict(model, text, labels):\\n    input_ids, attention_mask = prepare_data(text)\\n    with torch.no_grad():\\n        predictions = model(input_ids, attention_mask)\\n    predicted_index = torch.argmax(predictions, dim=1)\\n    return [labels[idx] for idx in predicted_index]\\n\\nlabel_descriptions = ['description1', 'description2']\\nlabel_embeddings = [[0.1, 0.2, 0.3], [0.4, 0.5, 0.6]]\\nmodel = ZSLModel(label_embeddings)\\ntext = 'Sample input text'\\nlabels = ['Label1', 'Label2']\\npredicted_labels = predict(model, text, labels)\\nprint(predicted_labels)\""], "neg": ["\"Fonterra payment offer news = 'Fonterra announces new payment offer to dairy farmers.' if 'Fonterra' in news and 'payment offer' in news: print('Fonterra payment offer details: $1 increase per kilogram of milk solids.') else: print('No update on Fonterra payment offer.')\"", "\"news_headline = 'Jake King Avoids Conviction for Serious Threats'\\nnews_content = 'Former AFL player Jake King has avoided conviction after pleading guilty to making serious threats against a man. The court heard that King sent threatening messages to the victim, but his lawyer argued that it was out of character for him. The judge ultimately decided to give King a second chance, citing his clean record and community work. King expressed remorse for his actions and vowed to turn his life around. This case highlights the importance of taking threats seriously, even if they come from unexpected sources.'\\nprint(news_headline)\\nprint(news_content)\"", "\"import numpy as np\\nimport scipy.signal\\n\\n# Load waveform data\\nwaveform_data = np.loadtxt('waveform_data.txt')\\n\\n# Preprocess data\\nprocessed_data = preprocess_waveform(waveform_data)\\n\\n# Apply Zero-phase filtering\\nfiltered_data = scipy.signal.filtfilt(b, a, processed_data)\\n\\n# Learning from past calculations\\npast_results = load_past_results()\\n\\n# Detect delicate issues\\nissues = detect_delicate_issues(filtered_data)\\n\\n# Resolve delicate issues\\nresolved_data = resolve_issues(filtered_data, issues)\\n\\n# Save results\\nsave_results(resolved_data)\\n\\n# Python code for waveform calculations\\nprint('Python code for dealing with delicate issues in waveforms calculations')\\n\"", "\"import arxiv\\n\\nquery = 'High-resolution FUSE and HST ultraviolet spectroscopy of the white dwarf central star of Sh 2-216'\\nresults = arxiv.query(query=query)\\nfor result in results:\\n    if 'white dwarf' in result['abstract'] and 'spectroscopy' in result['abstract']:\\n        print(result['title'])\\n        print(result['pdf_url'])\\n        break\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\n\\nurl = 'https://www.lyrics.com/lyrics/ohwhatanight'\\nresponse = requests.get(url)\\n\\nif response.status_code == 200:\\n    html = response.text\\n    soup = BeautifulSoup(html, 'html.parser')\\n    artist = soup.find('div', class_='artist').text\\n    song_title = soup.find('h1', class_='lyric-title').text\\n    if 'late december back in 63' in song_title.lower():\\n        print(f'The artist who sings {song_title} is {artist}')\\n    else:\\n        print('Song not found')\\nelse:\\n    print('Failed to retrieve lyrics')\"", "\"In healthcare, upper airway resistance syndrome (UARS) is a condition characterized by increased resistance to airflow during breathing. Patients with UARS often experience symptoms such as snoring, daytime fatigue, and disrupted sleep. Diagnosis of UARS involves monitoring respiratory patterns and assessing airway obstruction. Treatment options may include lifestyle modifications, continuous positive airway pressure (CPAP) therapy, or oral appliances. Understanding the pathophysiology of UARS is essential for effective management. Research on UARS continues to advance, with a focus on improving diagnostic techniques and developing targeted interventions. Healthcare professionals play a crucial role in learning about and addressing UARS to improve patient outcomes.\"", "\"import numpy as np\\nimport matplotlib.pyplot as plt\\nfrom scipy.integrate import odeint\\n\\n# Constants\\nalpha = 1.0\\nbeta = 0.5\\n\\n# Functions\\ndef calculate_grain_retention():\\n    # Implement grain retention model here\\n    pass\\n\\n# Main simulation loop\\nfor t in range(1000):\\n    grains = calculate_grain_retention()\\n    planetesimals = Zero-shot.learning(grains)\\n    code = python()\\n    plt.plot(t, planetesimals, label='Planetesimals')\\n\\nplt.xlabel('Time')\\nplt.ylabel('Number of Planetesimals')\\nplt.legend()\\nplt.show()\""]}
{"query": "RAG solutions JSON documents Enterprise search", "pos": ["{\"title\": \"Corporate Information Retrieval Systems\", \"description\": \"Explore the latest in corporate data retrieval technologies, focusing on advanced methodologies for efficient information access. Our platform offers unparalleled insights into optimizing your organizational data landscape.\", \"features\": {\"intuitive_interface\": \"Designed for ease of use, enabling users to navigate through vast data repositories effortlessly.\", \"advanced_filtering\": \"Incorporates sophisticated filtering mechanisms to pinpoint precise data, enhancing decision-making processes.\", \"data_security\": \"Employs robust security protocols to ensure confidential information remains protected against unauthorized access.\", \"scalability\": \"Easily adapts to the growing data needs of your organization, ensuring a future-proof solution.\", \"analytics\": \"Generates insightful analytics, providing a deeper understanding of your data for strategic planning.\"}, \"benefits\": {\"efficiency\": \"Significantly reduces the time required to locate critical information, boosting productivity.\", \"accuracy\": \"Improves the precision of retrieved data, minimizing errors and enhancing reliability.\", \"competitive_edge\": \"Gives your organization a strategic advantage by leveraging data more effectively than competitors.\", \"cost_savings\": \"Lowers operational costs by streamlining data retrieval and management processes.\"}, \"implementation\": {\"steps\": [\"Assessment of current data management practices\", \"Customization according to organizational needs\", \"Seamless integration with existing systems\", \"Comprehensive training for staff\"], \"timeline\": \"Typically completed within a few months, depending on the complexity of the existing infrastructure.\"}, \"contact_info\": {\"email\": \"support@corporateinfo.com\", \"phone\": \"+1234567890\", \"address\": \"123 Corporate Lane, Tech City, 45678\"}}"], "neg": ["\"In the domain of arxiv, the dynamics of codimension one holomorphic foliations with ample normal bundle have been a subject of intense study. These foliations exhibit intricate behavior, with their trajectories revealing fascinating patterns. Researchers have delved deep into the properties of these foliations, uncovering connections to complex geometry and algebraic structures. The interplay between the geometry of the foliations and the ample normal bundle gives rise to rich phenomena that continue to captivate mathematicians. Understanding the dynamics of these foliations is crucial for advancing our knowledge in this area of mathematics. Through rigorous analysis and innovative techniques, scholars aim to unravel the mysteries hidden within these complex structures.\"", "\"Upgrade your iPad Mini 5 with the TPhaeay Black Home Button Replacement kit for a seamless experience. This replacement is compatible with models A2133, A2124, A2125, A2126, ensuring a perfect fit. The package includes a flex ribbon cable connector and a screwdriver for easy installation. Say goodbye to unresponsive home buttons and hello to smooth navigation. Restore your device to its original functionality with this high-quality replacement part. Trust TPhaeay for reliable solutions in the world of iPad accessories. Enhance your device's performance with this convenient kit. Search no further for the perfect replacement - TPhaeay has you covered. Get yours today and enjoy a like-new iPad experience.\"", "\"Introducing the ultimate gaming and music experience with our Cat Ear Headphones. These foldable and stretchable wireless Bluetooth gaming headsets come equipped with vibrant RGB LED lights, offering both aesthetic appeal and high-quality stereo sound. Perfect for both kids and adults, these over-ear headphones are designed to provide comfort during long gaming sessions or when enjoying your favorite tunes. The wired option ensures uninterrupted gaming adventures, making it an ideal gift for any occasion. Crafted for the modern user, these headphones seamlessly blend technology and style, featuring easy-to-use controls for a hassle-free experience. Whether you're looking to enhance your gaming setup or searching for the perfect present, our Cat Ear Headphones are the solution. With their unique design and superior sound quality, they're sure to bring joy to any recipient. Dive into a world of immersive audio and let the RGB LED lights set the mood for your next gaming marathon or music session. These headphones are not just about looks; they're about delivering performance that meets the demands of today's digital landscape. Get ready to experience sound like never before, wrapped in a package that's as playful as it is powerful.\"", "\"In the legal domain, a promoter is a person who takes the initiative in founding and organizing an enterprise. Promoters play a crucial role in the formation of companies by searching for potential investors and providing solutions to legal hurdles. They are responsible for drafting and filing necessary documents with regulatory authorities. A promoter's primary goal is to ensure the success of the enterprise they are promoting. They often act as the driving force behind the business, guiding it towards growth and profitability. Promoters must navigate the complexities of the legal landscape to ensure compliance and mitigate risks. RAG analysis is a tool promoters use to assess and manage potential risks.\"", "\"Thomas Malthus, an influential figure in the domain of finance, profoundly impacted economic theories with his groundbreaking documents. His seminal work, often searched in academic and enterprise circles, revolves around the principle that populations grow geometrically, while food supply increases arithmetically. This Malthusian theory, as it's documented, suggests that without preventive solutions, populations are destined to outstrip their resources, leading to inevitable famine and poverty. Malthus advocated for moral restraint as a solution, a concept that has been extensively debated and searched for in financial documents. His theories, though centuries old, still find relevance in modern enterprise economics, influencing policies and financial strategies. The RAG status (Red, Amber, Green), a common project management tool in enterprise environments, could metaphorically apply to Malthus's view on population and resources: green representing sustainable balance, amber cautioning against unchecked growth, and red warning of severe scarcity. Malthus's work, encoded in countless JSON formats for academic and enterprise use, continues to guide the search for sustainable financial solutions in an ever-growing world.\"", "\"In the study of the role of resonances in the decay process rho^0 -> pi^+ pi^- gamma, researchers have uncovered fascinating insights into the dynamics of particle interactions. Through meticulous analysis of experimental data and theoretical models, the significance of resonances in this decay channel has been elucidated. These findings contribute to a deeper understanding of the underlying physics governing such processes. The resonance structures observed in the decay provide valuable information for the development of future particle physics theories. The interplay between resonances and final state particles offers a rich landscape for exploration and discovery in the realm of high-energy physics.\"", "\"Introducing the Quick Release Sailcloth and FKM Rubber Hybrid Watch Strap Band, a perfect blend of style and durability for your timepiece. Crafted from high-quality nylon, this band is designed to withstand the rigors of everyday wear. With options available in both 20mm and 22mm sizes, you can easily find the perfect fit for your watch. The quick release feature allows for easy swapping of bands, giving you the freedom to change up your look in seconds. Whether you're hitting the waves or heading to the office, this band is the ideal companion. Elevate your watch game with this innovative solution from our ecommerce store.\""]}
{"query": "Human-in-the-Loop workflow yaml documents examples", "pos": ["\"title: 'Interactive Process Design'\\ndescription: 'A guide for integrating manual decision-making into automated systems.'\\nsteps:\\n  - id: 1\\n    name: 'Data Collection'\\n    description: 'Gather inputs from various sources.'\\n    tools: ['APIs', 'Web scraping']\\n  - id: 2\\n    name: 'Preliminary Analysis'\\n    description: 'Use algorithms to process initial data.'\\n    tools: ['Machine Learning', 'Statistical Analysis']\\n  - id: 3\\n    name: 'Review Point'\\n    description: 'Critical evaluation by experts to ensure accuracy.'\\n    tools: ['Dashboards', 'Reports']\\n  - id: 4\\n    name: 'Adjustments'\\n    description: 'Modify parameters based on expert feedback.'\\n    tools: ['Custom Scripts', 'Manual Editing']\\n  - id: 5\\n    name: 'Final Analysis'\\n    description: 'Apply refined models for conclusive results.'\\n    tools: ['Deep Learning', 'Predictive Analytics']\\n  - id: 6\\n    name: 'Output Generation'\\n    description: 'Produce actionable insights and recommendations.'\\n    tools: ['Visualization Software', 'Automated Reports']\\nnotes:\\n  - 'Ensure continuous communication between automated systems and human experts.'\\n  - 'Regularly update the process based on new findings and feedback.'\\n  - 'Maintain a balance between automation efficiency and expert intuition.'\""], "neg": ["\"The Golf Club 2019 Featuring PGA Tour for PlayStation 4 offers an immersive golfing experience with stunning graphics and realistic gameplay. Players can compete in tournaments, customize their golfers, and play on famous courses. With advanced swing mechanics and dynamic weather effects, every round is unique. The game includes a career mode where players can rise through the ranks to become a golfing legend. Whether playing solo or with friends, The Golf Club 2019 provides endless entertainment. This title is a must-have for golf enthusiasts and gaming aficionados alike. Immerse yourself in the world of professional golf with this top-rated game.\"", "\"Liquidated damages are a predetermined amount of money that parties agree will be paid in the event of a breach of contract. These damages are specified in the contract to provide certainty and avoid the need for lengthy legal proceedings to determine actual damages. The purpose of liquidated damages is to compensate the non-breaching party for the harm caused by the breach. In some cases, liquidated damages may be considered excessive and unenforceable by a court. It is essential to carefully draft liquidated damages clauses to ensure they are reasonable and proportionate to the potential harm. Failure to include liquidated damages provisions can lead to disputes and delays in resolving contractual issues.\"", "\"In the arxiv domain, Color Screening Melts Quarkonium is a fascinating phenomenon that has intrigued researchers for decades. The workflow of studying this process involves intricate calculations and simulations to understand the underlying mechanisms. Documents detailing experimental results and theoretical frameworks are crucial for advancing our knowledge in this field. Examples of color screening effects on quarkonium production can be found in various research papers and conference proceedings. Human-in-the-Loop interactions play a vital role in interpreting complex data and refining models. Exploring the interplay between color screening and quarkonium properties opens up new avenues for discovery and innovation.\"", "\"news: \\n  - title: Hiroshima Bomb Victims to Receive Compensation \\n    date: 2023-08-06 \\n    description: The survivors of the Hiroshima atomic bomb will finally receive compensation for their suffering. The government has allocated funds to provide financial support to those who were affected by the tragic event. This decision comes after years of advocacy and legal battles by the victims and their families. The compensation will help ease the financial burden and provide some relief to those who have endured immense hardship. It is a small but significant step towards acknowledging the pain and loss experienced by the victims. \\n  - Human-in-the-Loop: This compensation process will involve a Human-in-the-Loop approach to ensure that the victims receive fair and just compensation. \\n  - yaml: The yaml document outlining the workflow for distributing compensation will be made available to the public for transparency. \\n  - workflow: The workflow for processing compensation claims will be streamlined to expedite the distribution of funds to the victims. \\n  - documents: All necessary documents and forms for claiming compensation will be provided to the victims to facilitate the process. \\n  - examples: Several examples of successful compensation claims will be shared to encourage other victims to come forward and seek the support they deserve.\"", "\"Peritonitis is a serious condition in healthcare where the peritoneum becomes inflamed, often due to infection. Symptoms include severe abdominal pain, fever, and vomiting. Prompt diagnosis and treatment are crucial to prevent complications. Human-in-the-Loop intervention is necessary for accurate diagnosis through imaging tests and physical examinations. The workflow for managing peritonitis involves a multidisciplinary team of healthcare professionals, including surgeons, nurses, and infectious disease specialists. Examples of treatment include antibiotics, drainage procedures, and surgery. Documents such as medical records and lab reports play a vital role in tracking the patient's progress and adjusting treatment plans accordingly.\"", "\"news: \\n  - title: Son Stranded After Mum Kidnapped \\n    description: A young boy was left stranded after his mother was kidnapped in a shocking incident. The community rallied together to support the family during this difficult time. The boy's school organized a fundraiser to help with expenses, showcasing the power of unity in times of crisis. As the search for the mother continues, the boy remains hopeful for her safe return. This heartbreaking event highlights the importance of community support in times of need. Human-in-the-Loop: \\n    - examples: The neighbors formed a human chain to search for clues. \\n    - workflow: The police used a human-in-the-loop approach to gather information. \\n  - documents: \\n    - yaml: The news report was documented in a yaml file for future reference.\"", "\"trust:\\n  definition: 'A firm belief in the reliability, truth, ability, or strength of someone or something within healthcare.'\\n  importance:\\n    - 'Essential for patient-doctor relationships, ensuring open communication and effective treatment.'\\n    - 'Critical for the adoption of new healthcare technologies and Human-in-the-Loop systems.'\\n  factors:\\n    - 'Competence: Healthcare professionals' knowledge and skills.'\\n    - 'Empathy: Understanding and sharing the feelings of others.'\\n    - 'Transparency: Clear communication about treatment plans and healthcare documents.'\\n    - 'Reliability: Consistency in care and following through on promises.'\\n  examples:\\n    - 'A patient trusts their doctor to make the best decisions for their health, based on presented documents and past outcomes.'\\n    - 'Healthcare teams rely on workflow efficiency and accurate information exchange, facilitated by trust in each other’s expertise.'\\n  building:\\n    - 'Through positive experiences and outcomes, reinforced by consistent and empathetic communication.'\\n    - 'By integrating Human-in-the-Loop approaches in healthcare systems, ensuring that technology enhances, rather than replaces, human expertise.'\\n  challenges:\\n    - 'Misinformation can erode trust, making it crucial to verify all documents and sources.'\\n    - 'Adapting to new technologies and workflows while maintaining a human-centered approach in healthcare.'\\n  yaml:\\n    - 'In this context, yaml is not just a data serialization language but a metaphor for structured, transparent communication that builds trust in healthcare.'\\n    - 'By using yaml to organize and present healthcare examples, professionals can foster a deeper understanding and trust among patients and colleagues.'\""]}
{"query": "Vector database JSON documents", "pos": ["{\"description\": \"A comprehensive collection of structured data organized in a vector format for efficient storage and retrieval. This vector database system utilizes advanced indexing techniques to optimize query performance and data access. Users can easily interact with the vector data through a user-friendly interface that supports complex queries and data manipulation. The system ensures data integrity and security through robust encryption methods. Additionally, the vector database offers seamless integration with various programming languages and tools for seamless data analysis and visualization. Overall, this vector database solution provides a scalable and reliable platform for managing large volumes of vector data.\", \"features\": {\"Efficient storage and retrieval\": true, \"Advanced indexing techniques\": true, \"User-friendly interface\": true, \"Data integrity and security\": true, \"Integration with programming languages\": true, \"Scalable platform\": true}}"], "neg": ["\"Enhance your audio experience with the AKGEAPLE USB C Headphones. These in-ear Type C earbuds deliver Hi-Fi stereo sound quality and feature noise-canceling technology for crystal clear sound. The built-in microphone allows for hands-free calls on most smartphones. The sleek white design adds a touch of elegance to your accessories collection. Compatible with most devices featuring a headset interface, these wired earphones are perfect for music lovers on the go. Elevate your listening experience with these premium headphones.\"", "\"The Uniform Premarital Agreement Act, pivotal in finance, allows couples to structure their financial future. This act, akin to a vector guiding financial paths, enables the drafting of documents that outline asset distribution before marriage. Unlike a database storing vast information, these documents focus on assets, debts, and financial rights. The act's relevance in finance is undeniable, serving as a vector for financial planning. It ensures that, much like a database's structured data, couples have a clear, documented understanding of their financial agreement, safeguarding their future.\"", "\"In a significant move, the historic Lamb House in Brisbane, Queensland, has been sold by the council. This sale marks a pivotal moment in preserving the city's heritage. The iconic building, with its rich history, will now undergo a new chapter under private ownership. The council's decision has sparked discussions among locals and historians alike. The sale of Lamb House reflects the evolving landscape of heritage conservation in Queensland. It serves as a reminder of the importance of balancing progress with preservation in our ever-changing society.\"", "\"A pop-up celebration marking Hydro Tasmania's centenary has opened in Launceston, showcasing the rich history of the iconic company. The event features interactive displays, historical artifacts, and engaging activities for visitors of all ages. Attendees can explore the achievements and milestones of Hydro Tasmania through immersive exhibits and informative presentations. The celebration aims to honor the legacy of the company and highlight its contributions to the region's development. Visitors can also enjoy live performances, food stalls, and special giveaways during the festivities.\"", "\"In the thrilling World Series of Poker 2017, Scott Blumstein emerged victorious, claiming the coveted title and a staggering $8.15 million prize. His strategic gameplay and unwavering focus set him apart from the competition, solidifying his place in poker history. The intense final table showdown kept viewers on the edge of their seats as Blumstein outplayed his opponents with precision and skill. This monumental win not only secured his place in the poker hall of fame but also showcased the power of determination and expertise in the high-stakes world of professional poker.\"", "\"Introducing the D&D PowerDrive 5058 Swisher Kevlar Replacement Belt, a premium choice for those in need of a durable, high-performance solution. Crafted from Aramid, a material known for its strength and heat resistance, this 1 Band belt is designed to meet the rigorous demands of your equipment. Ideal for a wide range of applications, this Kevlar replacement belt ensures reliability and longevity. Its compatibility with the Swisher model adds convenience, making it a must-have for maintenance tasks. With its robust construction, the D&D PowerDrive 5058 belt stands out in the ecommerce space, offering unparalleled performance. This product is a testament to the quality that D&D PowerDrive is known for, making it an essential addition to your maintenance kit. Ensure your equipment runs smoothly with this aramid-reinforced belt, a symbol of durability and efficiency.\"", "\"In India, the trial process for rape cases is a complex procedure, often documented in various databases. These databases are crucial for maintaining records and ensuring justice. The legal system relies on a vector of documents, including witness statements and forensic reports, to build a case. Each document, stored in a JSON format, contributes to the trial's proceedings. The importance of a well-maintained database cannot be overstated, as it serves as the backbone for the prosecution and defense. The JSON documents, meticulously compiled, are vital for the judicial process. This vector of information, when accurately assembled and analyzed, can significantly impact the trial's outcome. The role of digital documents, especially in a JSON format, has become increasingly important in legal proceedings, ensuring that every detail is accounted for in the pursuit of justice.\""]}
{"query": "Best data structure for multimodal data representation", "pos": ["\"<!DOCTYPE html><html><head><title>Optimal Frameworks for Multi-source Data Integration</title></head><body><h1>Enhancing Information Management</h1><p>Discover the top solutions in organizing diverse datasets efficiently. Our platform offers a comprehensive approach to handling various types of information streams. From image recognition to text analysis, our system ensures seamless integration and retrieval of multi-source data. Explore the latest advancements in structuring complex datasets and optimizing storage mechanisms. Stay ahead in the realm of information technology with our cutting-edge tools and techniques. Revolutionize your data management strategies and unlock the full potential of your resources. Join us in shaping the future of multi-modal data representation!</p></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Which of the Following Was Not a Purpose of the Propaganda Campaign Brainly</title></head><body><h1>Propaganda Campaign Brainly</h1><p>When analyzing the propaganda campaign on Brainly, it is crucial to consider the objectives set forth. Understanding the motives behind such campaigns can provide valuable insights into the strategies employed. While data collection is a common practice in such endeavors, the primary focus is often on shaping public opinion. By utilizing a multimodal approach, the campaign aims to reach a wider audience and create a lasting impact. However, it is essential to differentiate between the intended goals and unintended consequences. Evaluating the structure and representation of data is key to determining the effectiveness of the campaign.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>A Refinement of Khovanov-Rozansky Link Homology</title>\\n</head>\\n<body>\\n<h1>A Refinement of Khovanov-Rozansky Link Homology</h1>\\n<p>The study of Khovanov-Rozansky link homology has been a pivotal area of research within the mathematical domain, particularly for those interested in the intricate structure of knot theory. This refinement aims to provide a deeper understanding and a more nuanced representation of link invariants. The Best approaches for analyzing these complex data structures have evolved, leading to significant advancements in the field.</p>\\n<p>For researchers focusing on the multimodal aspects of mathematical data, the refinement of Khovanov-Rozansky link homology offers a unique opportunity. It allows for the exploration of new dimensions in data representation, enhancing the ability to decipher the underlying structure of links. The Best practices in this area have been developed through a rigorous process of theoretical exploration and practical application, making the study of this refined homology both challenging and rewarding.</p>\\n<p>For further reading and a more detailed exploration of this topic, one is encouraged to consult the latest publications on arXiv, where scholars have contributed extensively to the development of this field.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>PTCA in Healthcare</title></head><body><h1>Welcome to PTCA in Healthcare</h1><p>PTCA, or Percutaneous Transluminal Coronary Angioplasty, is a minimally invasive procedure used to treat coronary artery disease. This procedure is considered one of the best interventions for patients with coronary artery blockages. PTCA involves inserting a catheter with a balloon at the tip into the blocked artery to improve blood flow. The data collected during PTCA procedures is crucial for monitoring patient outcomes and optimizing treatment strategies. By analyzing this data, healthcare providers can create a multimodal structure for better patient care and representation of treatment results.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Broome Officers Step Down</title>\\n</head>\\n<body>\\n    <header>\\n        <h1>Two More Broome Officers Stood Down</h1>\\n    </header>\\n    <section>\\n        <p>In a recent development, two more officers from the Broome police force have been stood down. This decision comes amidst ongoing investigations into the structure and conduct within the department. The community expects transparency and the Best efforts in maintaining a structure that upholds justice.</p>\\n        <p>The officers, whose names have not been disclosed, are under scrutiny for their roles in incidents that have raised questions about the data handling and ethical standards within the force. This situation underscores the importance of robust data management and multimodal approaches to law enforcement representation.</p>\\n        <p>For the community of Broome, this is a significant moment that calls for a multimodal reflection on the representation of their law enforcement. The Best outcome would be for a thorough investigation to ensure that the structure of the police force is aligned with the community's values.</p>\\n    </section>\\n    <footer>\\n        <p>For more updates, stay tuned to our news portal.</p>\\n    </footer>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Conveyance in Legal Domain</title></head><body><h1>Understanding Conveyance in Legal Matters</h1><p>Conveyance is a crucial aspect of legal transactions, ensuring the transfer of property rights. Whether through deeds, contracts, or other legal instruments, conveyance plays a vital role in establishing ownership. The multimodal nature of conveyance involves various methods such as physical delivery, electronic transfers, and more. For legal practitioners, a solid understanding of conveyance structure is essential to ensure accurate representation of client data. Best practices in conveyance involve thorough documentation and verification of data to prevent disputes. Data integrity is paramount in conveyance processes to uphold legal standards.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>SYLVANIA - DE3175 SilverStar Mini Bulb (Contains 2 Bulbs)</title></head><body><h1>SYLVANIA - DE3175 SilverStar Mini Bulb (Contains 2 Bulbs)</h1><p>Illuminate your vehicle with the SYLVANIA DE3175 SilverStar Mini Bulb. This pack contains 2 bulbs, ensuring you have a spare on hand. The SilverStar technology provides a bright, white light for enhanced visibility on the road. These bulbs are designed for a perfect fit and easy installation, making them a convenient choice for your automotive lighting needs. Trust SYLVANIA for quality and reliability in your vehicle's lighting system. Upgrade to the SilverStar Mini Bulb for a brighter driving experience.</p><p>Enhance your vehicle's lighting with the best from SYLVANIA. Order your DE3175 SilverStar Mini Bulb pack today!</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Linpa World Wireless Earbuds</title>\\n</head>\\n<body>\\n    <h1>Bluetooth Headphones Linpa World Wireless Earbuds for Sports</h1>\\n    <p>Experience the Best in wireless audio with Linpa World's Bluetooth Headphones. Designed for the ultimate sports enthusiast, these earbuds offer 54hours of playtime, ensuring your music keeps you motivated through every workout. The charging case not only protects your earbuds but also provides additional charges, making it perfect for on-the-go lifestyles.</p>\\n    <p>For those who demand the Best in audio quality and convenience, these earbuds feature a multimodal representation of sound, ensuring a rich and immersive listening experience. With a structure designed for comfort and stability, they stay in place no matter how intense your workout.</p>\\n    <p>For more information and to purchase, visit our ecommerce platform. Embrace the freedom of wireless with Linpa World's Bluetooth Headphones, the Best choice for sports enthusiasts seeking performance and playtime.</p>\\n</body>\\n</html>\""]}
{"query": "Markdown formatting styles for image captioning", "pos": ["\"# Creative Solutions in Visual Description\\n\\n**Enhancing Visual Content**\\n\\n*Innovative Approaches*\\n\\n~~Revolutionizing Descriptions~~\\n\\n1. Utilizing AI algorithms\\n2. Implementing Natural Language Processing\\n3. Enhancing User Experience\\n\\n> \""], "neg": ["\"# Understanding Heatmaps in Finance\\n\\n**Heatmap** is a powerful tool for visualizing data trends. In finance, a heatmap can provide a clear **overview** of market performance. *Color gradients* in a heatmap help in quick identification of hot and cold spots. Utilizing **different styles** in heatmap design can enhance data interpretation. For **formatting**, consider using bold for highlighting key areas. Strikethrough can be used to indicate outdated information. \\n\\n- Heatmaps are essential for risk analysis\\n- They offer a visual representation of data\\n- Heatmap **captioning** is crucial for clarity\\n\\n> Heatmaps are like an image of financial data, revealing insights at a glance.\"", "\"Transform your vehicle's braking with EBC's Redstuff pads. The DP31938C model is known for its exceptional performance and durability. Say goodbye to dust and noise while enjoying smooth and quiet stops. The ceramic compound ensures minimal dust, keeping your wheels clean. With high friction levels, these pads provide reliable braking power in all conditions. Experience reduced brake fade and improved overall braking performance. Upgrade to EBC Brakes DP31938C Redstuff Ceramic Low Dust Brake Pad for a safer and more enjoyable driving experience.\"", "\"# Health Savings Account (HSA)\\n\\n**Understanding HSA**\\n\\nAn *HSA* is a valuable tool for managing healthcare costs. It allows for tax-free contributions and withdrawals for qualified medical expenses. For individuals with high-deductible health plans, an *HSA* can provide financial security. \\n\\n**Benefits of HSA**\\n\\n- Triple tax advantages\\n- Flexibility in spending\\n- Savings for the future\\n\\n> \"", "\"# Stipend: A Financial Boost\\n\\n**Stipend** is a crucial aspect of financial stability for students. It provides a sense of security and allows for better planning. *Receiving a stipend* can alleviate financial burdens and enhance the overall college experience. \\n\\n- Stipends are often used for covering living expenses.\\n- They can also be utilized for professional development opportunities.\\n\\n> Stipends offer a safety net in times of need, ensuring students can focus on their studies without financial worries. \\n\\n~~Appreciate the value of stipends~~ in maintaining financial well-being and pursuing educational goals.\"", "\"# Peter Hall's Critique on Utzon's Architectural Style\\n\\n**Peter Hall**, a renowned critic, boldly stated that **Utzon's design** was *strikingly plain*. This controversial remark sparked debates within the architectural community. Hall's words, though harsh, carried weight due to his expertise in the field. The **strikethrough** of Utzon's work as 'plain' left many questioning traditional design norms. In a **blockquote** response, Utzon defended his choices, emphasizing the beauty in simplicity. This clash of opinions highlighted the subjective nature of art and design. Despite the criticism, Utzon's legacy remains strong, challenging conventional **styles**. The debate continues, **captioning** Utzon's work in a new light.\"", "\"# Renormalization and Induced Gauge Action on a Noncommutative Space\\n\\n**Renormalization** techniques are crucial for understanding quantum field theories on noncommutative spaces. *Induced gauge action* plays a significant role in this context. The interplay between renormalization and gauge theories on noncommutative spaces has led to intriguing developments in theoretical physics. \\n\\n- Noncommutative geometry challenges traditional approaches.\\n- Renormalization procedures adapt to the noncommutative setting.\\n- **Induced gauge action** emerges as a key concept.\\n\\n> The implications of renormalization on noncommutative spaces are profound.\\n\\n**Renormalization** and induced gauge action are essential for studying the dynamics of particles in this unique framework.\"", "\"# **Middle C on a Piano**\\n\\nFinding **Middle C** on a piano is essential for both beginners and seasoned players. It's the anchor of musical **_theory_** and practice. Here's how to locate it:\\n\\n- **Look** for the group of two black keys near the piano's center.\\n- Middle C is the white key just to the **_left_** of this pair.\\n\\n> **_Note:_** Middle C is also known as C4 because it sits in the 4th octave.\\n\\nThis guide simplifies the process, ensuring you can find Middle C without needing complex **_captioning_** or **_Markdown_**. Remember, the goal is to make music accessible, integrating **_image_** and **_formatting_** techniques for enhanced learning. **_Styles_** and **_captioning_** methods in **_Markdown_** can further aid in understanding, but the essence lies in the simplicity of **_image_** recognition and **_formatting_**. **_For_** those keen on mastering their instrument, recognizing Middle C is the first step in a journey filled with **_styles_** and melodies.\""]}
{"query": "Zero-shot learning applications", "pos": ["\"<!DOCTYPE html><html><head><title>Exploring the Potential of Novel Machine Learning Techniques</title></head><body><h1>Welcome to our website!</h1><p>Discover the cutting-edge advancements in machine learning with a focus on innovative techniques for knowledge transfer and model generalization. Our platform showcases the latest research and practical implementations in the field, offering insights into the future of AI. Explore how emerging methods are revolutionizing various industries and unlocking new possibilities for intelligent systems. Dive into the world of zero-shot learning and its diverse applications across domains such as healthcare, finance, and autonomous systems. Join us on this journey of discovery and innovation!</p></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Best NBA Record This Season</title></head><body><h1>Who Has the Best NBA Record This Season?</h1><p>As the NBA season progresses, fans are eager to know which team is dominating the court. With intense matchups and thrilling games, the competition is fierce. Teams are giving their all to secure the top spot in the standings. From buzzer-beaters to game-winning shots, every moment counts. The race for the best record is on, and every game is a chance to prove their worth. Stay tuned to see which team will come out on top this season!</p><p>Zero-shot at predicting the outcome, the applications of strategy and teamwork are crucial in achieving success. Learning from past games and adapting to new challenges are key factors in maintaining a winning streak. The team with the best record will undoubtedly showcase their skills and determination on the court.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Cash The Man in Black Flag 3x5 Feet Banner Funny Flags for Room With Bass Groments for College Dorm Room Decor</title>\\n</head>\\n<body>\\n<h1>Welcome to our Ecommerce Store!</h1>\\n<p>Get your hands on the Cash The Man in Black Flag 3x5 Feet Banner, perfect for adding a touch of humor to your college dorm room decor. Made with durable materials and featuring bass grommets, this flag is a must-have for any music lover.</p>\\n<p>Our funny flags are designed to bring a smile to your face every time you see them. Add some personality to your space with this unique and eye-catching banner.</p>\\n<p>Don't miss out on this must-have item for your room!</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Vertex Coloring in Acyclic Digraphs and Hypergraphs | arXiv</title></head><body><h1>Vertex Coloring in Acyclic Digraphs and Their Corresponding Hypergraphs</h1><p>Vertex coloring in acyclic digraphs is a fundamental concept in graph theory, with numerous applications in computer science and network optimization. This study explores the relationship between vertex coloring in acyclic digraphs and their corresponding hypergraphs, shedding light on the underlying structures and properties.</p><p>Understanding the intricacies of vertex coloring in acyclic digraphs can lead to novel insights in hypergraph theory and combinatorial optimization. The implications of this research extend beyond traditional graph theory, opening up new avenues for exploration and discovery.</p><footer>Zero-shot learning applications in this context are yet to be fully explored, presenting exciting opportunities for future research.</footer></body></html>\"", "\"<!DOCTYPE html><html><head><title>SAD in Healthcare</title></head><body><h1>Understanding Seasonal Affective Disorder (SAD)</h1><p>SAD, also known as seasonal depression, is a type of mood disorder that impacts individuals during specific seasons. It can affect anyone, regardless of age or gender. The symptoms of SAD can vary from mild to severe, impacting daily activities and overall well-being. Treatment options for SAD include therapy, medication, and light therapy applications. Learning about SAD is crucial for early detection and management. Zero-shot approaches to SAD management are being explored in the healthcare field to improve patient outcomes. If you or someone you know is experiencing symptoms of SAD, seek help from a healthcare professional.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Fabbay Wedding Invitations Wraps Set</title></head><body><h1>Welcome to Fabbay Wedding Invitations Wraps Set</h1><p>Make your special day even more memorable with our exquisite Fabbay Wedding Invitations Wraps Set. This set includes pre-folded vellum jackets for 5x7 invitations, natural dried pressed flowers, gold self-adhesive envelope seal stickers, perfect for craft DIY projects. Each set contains 50 pieces, allowing you to create unique and elegant invitations that will impress your guests. Elevate your wedding stationery with our high-quality materials and beautiful designs. Order now and add a touch of sophistication to your wedding preparations!</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Understanding Correlation in Finance</title>\\n</head>\\n<body>\\n    <h1>Correlation in Finance</h1>\\n    <p>Correlation is a statistical measure that expresses the extent to which two variables change together. In the realm of finance, understanding correlation is crucial for portfolio management, risk assessment, and investment strategy formulation. Zero-shot learning, though an unrelated concept, emphasizes the importance of grasping underlying patterns, much like discerning correlations in financial datasets.</p>\\n    <p>Investors often explore the correlation between different financial instruments to diversify their portfolios. Applications of correlation analysis in finance include hedging strategies, where identifying negatively correlated assets can protect against market volatility. Similarly, zero-shot approaches in other fields aim to predict outcomes without direct examples, paralleling the predictive nature of correlation in finance.</p>\\n    <p>Moreover, the applications of correlation extend to market analysis, where understanding the relationship between market indices and individual securities can guide investment decisions. Learning to interpret correlation coefficients, which range from -1 to 1, allows investors to gauge the strength and direction of a relationship between two financial variables. This learning process is akin to acquiring knowledge in any domain, including the intuitive leaps made in zero-shot learning scenarios.</p>\\n    <p>In conclusion, correlation is a foundational concept in finance that informs various aspects of financial decision-making. Just as in zero-shot learning, where models apply knowledge to novel situations, financial professionals use correlation to navigate the complexities of the market.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Speech to the American Equal Rights Association Summary</title></head><body><h1>Welcome to the Speech Summary</h1><p>The speech to the American Equal Rights Association highlighted the importance of equality and justice for all individuals. It emphasized the need for unity and solidarity in the pursuit of equal rights. The speaker eloquently addressed the challenges faced by marginalized communities and called for action to address systemic inequalities. The audience was moved by the powerful message of the speech, inspiring them to advocate for positive change in society. Overall, the speech served as a catalyst for social awareness and empowerment.</p></body></html>\""]}
{"query": "Leverage AI capabilities for JSON data", "pos": ["{\"title\": \"Maximizing the Potential of Artificial Intelligence in Modern Applications\", \"description\": \"Discover the cutting-edge techniques and strategies to fully harness the power of artificial intelligence in today's digital landscape. This comprehensive guide delves into the latest advancements in machine learning, neural networks, and deep learning algorithms. Explore real-world case studies showcasing the transformative impact of AI on various industries. Learn how to optimize your data processing pipelines and leverage cloud-based solutions to scale your AI initiatives. Uncover best practices for integrating AI models into your existing workflows and extracting valuable insights from complex datasets. Stay ahead of the curve with the most effective strategies to unleash the full potential of artificial intelligence.\", \"author\": \"AI Insights Publishing\", \"published_date\": \"2022-10-15\"}"], "neg": ["\"zk-SNARK, a zero-knowledge proof protocol, revolutionizes finance by enabling privacy-preserving transactions. Leveraging zk-SNARK, financial institutions enhance security and efficiency. This cutting-edge technology allows for secure verification without revealing sensitive data. zk-SNARK's cryptographic capabilities ensure anonymity while maintaining integrity. In the realm of finance, zk-SNARK plays a pivotal role in safeguarding transactional data. Its innovative approach provides a layer of protection against fraudulent activities. With zk-SNARK, financial entities can validate transactions swiftly and securely. The adoption of zk-SNARK signifies a significant advancement in financial privacy and security measures.\"", "\"Introducing the Eyewear - Knoxville XL Sport, designed for the ultimate sports enthusiast. With advanced AI technology integrated, these glasses provide unparalleled data insights on your performance. Leverage the sleek design and cutting-edge capabilities of these sunglasses for a seamless experience. Whether you're hitting the slopes or running a marathon, the Knoxville XL Sport offers unmatched style and functionality. Elevate your game with these premium eyewear, crafted for the modern athlete. Stay ahead of the competition with the perfect blend of style and performance. Experience excellence with Knoxville XL Sport.\"", "\"The Unisex Kids' Justice Sneaker is a versatile and stylish choice for young trendsetters. With its vibrant colors and durable design, these sneakers are perfect for active kids on the go. Leverage the comfort and support of these sneakers for all-day play. Made from high-quality materials, these sneakers are built to last through countless adventures. Whether at school or on the playground, these sneakers provide the perfect blend of style and functionality. With their trendy look and comfortable fit, these sneakers are a must-have for any fashion-forward child. Elevate your child's wardrobe with the Unisex Kids' Justice Sneaker.\"", "\"In the realm of theoretical physics, Nonlocal Cosmology emerges as a fascinating subject, exploring the universe's structure and dynamics beyond the standard model. This field leverages advanced mathematical frameworks to understand the cosmos's vast complexities. Nonlocal theories propose that gravitational interactions are not confined to a point but spread out, offering new insights into dark energy and the universe's accelerated expansion. Researchers utilize AI for sophisticated data analysis, enhancing their capabilities to decode the cosmos. Such studies often rely on arXiv, a repository where scientists share their findings. The data from these investigations, supported by AI tools, provide a deeper understanding of the universe, showcasing the power of nonlocal cosmology. This discipline not only leverages theoretical physics but also employs cutting-edge technology for its exploration, making it a prime example of how modern science advances our knowledge of the cosmos.\"", "\"In the domain of arxiv, the Laplacian instability of planar streamer ionization fronts is a fascinating phenomenon. Through pulled front analysis, researchers have uncovered intricate patterns in the evolution of these fronts. This study showcases the intricate capabilities of analyzing complex systems. Leveraging advanced techniques, scientists have delved deep into the behavior of ionization fronts. The interplay of various factors contributes to the dynamic nature of these fronts. Understanding such phenomena requires a multidisciplinary approach. This research exemplifies the power of mathematical modeling in unraveling the mysteries of ionization fronts.\"", "\"In the realm of healthcare, autologous fat transplant stands out for its unique capabilities. This procedure involves transferring fat from one part of the patient's body to another, leveraging the body's natural resources for cosmetic or reconstructive purposes. The data surrounding its efficacy and safety profiles is robust, offering a promising option for individuals seeking enhancement or repair. Autologous fat transplant leverages the body's own tissues, minimizing risks associated with foreign materials. For healthcare professionals, understanding the nuances of this procedure is crucial. AI technologies can assist in analyzing patient data for optimal outcomes, while also enhancing the precision of fat placement. The capabilities of autologous fat transplant extend beyond mere aesthetics, offering reconstructive solutions for various conditions. As AI continues to evolve, so too will the techniques and success rates of these transplants, driven by data and the desire for innovation.\"", "\"In epitaxial ferroelectric films, the study of smallest 90o domains is crucial for understanding domain dynamics. These domains play a significant role in the overall behavior of the material. Researchers leverage advanced imaging techniques to visualize and analyze these domains. The presence of such domains can impact the material's properties and performance. Data collected from experiments provide valuable insights into the formation and evolution of these domains. AI algorithms are employed to process and interpret the complex data sets. Understanding the behavior of these domains is essential for optimizing the performance of ferroelectric films.\""]}
{"query": "Natural language processing markdown syntax", "pos": ["\"# Understanding Text Analysis\\n\\n**Text analysis** is a powerful tool that allows us to extract valuable insights from written content. By utilizing advanced algorithms, we can uncover patterns, sentiments, and trends within text data. *This process* involves breaking down text into its components, analyzing them, and deriving meaningful conclusions. ~~Text analysis~~ can be applied in various fields such as marketing, customer feedback analysis, and social media monitoring. \\n\\n## Benefits of Text Analysis\\n\\n- Identifying key themes\\n- Sentiment analysis\\n- Extracting entities\\n\\n> Text analysis provides a deeper understanding of textual data, enabling better decision-making and enhanced communication.\""], "neg": ["\"# BOSCH BAT414-2PK 12V Max Lithium-Ion 2.0 Ah Battery 2-Pack\\n\\n**Powerful Performance**: The BOSCH BAT414-2PK 12V Max Lithium-Ion 2.0 Ah Battery 2-Pack delivers exceptional power for your tools.\\n\\n*Long-Lasting**: With a 2.0 Ah capacity, these batteries provide extended run time for uninterrupted work.\\n\\n~~Durable Design~~: The lithium-ion technology ensures durability and reliability in all conditions.\\n\\n> Enhance your tools with this battery pack today!\\n\\n- Compatible with BOSCH 12V Max tools\\n- Lightweight and easy to handle\\n\\n**Get the most out of your tools with these high-performance batteries!**\"", "\"# Judicial Discretion in Legal Proceedings\\n\\n**Judicial discretion** plays a crucial role in the legal system, allowing judges to make decisions based on individual cases. It is a power granted to judges to ensure fair **processing** of cases. *Natural language* used in courtrooms can influence the outcome of a case. \\n\\n## Importance of Judicial Discretion\\n- Allows for flexibility in sentencing\\n- Considers unique circumstances\\n- Balances justice and mercy\\n\\n> \"", "\"# **2 Pack - SimpleHouseware Under Shelf Basket, White**\\n\\nMaximize your kitchen storage with the **SimpleHouseware Under Shelf Basket**. This dual pack offers a _practical_ and **stylish** solution to your storage needs.\\n\\n## Features\\n- **Space-saving design**: Easily slides under any standard shelf.\\n- **High-quality construction**: Durable, white-coated metal.\\n- **Versatile**: Perfect for kitchen, pantry, or bathroom storage.\\n\\n> \\\"A **must-have** for any organized kitchen!\\\"\\n\\n## Benefits\\n1. **Increase storage space** effortlessly.\\n2. Keep your essentials _easily accessible_.\\n3. **Stylish** and functional, blending with any decor.\\n\\n~~Natural language processing~~, with its intricate syntax, makes understanding the markdown language more intuitive. The use of markdown in ecommerce product descriptions, like this one for the **SimpleHouseware Under Shelf Basket**, enhances readability and customer engagement. The markdown syntax, with its natural flow, complements the straightforward design of these baskets, making it a perfect match for ecommerce platforms. The language of markdown, combined with the natural appeal of these baskets, creates a compelling product presentation.\"", "\"# Bond ETF: A Diverse Investment Option\\n\\n**Bond ETFs** provide a convenient way to invest in a diversified portfolio of bonds. *Investors* can gain exposure to various bond types through a single security. \\n\\n> Bond ETFs are popular among **income investors** seeking stable returns.\\n\\n- **Benefits** of Bond ETFs:\\n  - Liquidity\\n  - Diversification\\n  - Transparency\\n\\n~~Timing the market~~ is challenging, but Bond ETFs offer a long-term investment solution.\\n\\n**Natural** market fluctuations can impact Bond ETF performance, making it essential for investors to understand the market **language** and **syntax**. \\n\"", "\"# Attribution Analysis in Finance\\n\\n**Understanding** the **importance** of **attribution analysis** is **crucial** in the world of finance. It provides **insights** into the **performance** of **investment** portfolios. \\n\\n*Key Elements* of Attribution Analysis:\\n- **Asset Allocation**\\n- **Security Selection**\\n- **Market Timing**\\n\\n> Proper **processing** of data is **essential** for accurate **attribution analysis** results. **Natural** talent in **financial** analysis is **paramount** for success in this field.\\n\\n*Enhancing* **interpretation** of results through **markdown** and **visualization** is **vital** for **effective** decision-making.\"", "\"# Subordination Agreement\\n\\nIn a **subordination agreement**, the creditor agrees to **subordinate** their interest to another creditor, **limiting** their rights. This **legal** document is crucial in **protecting** the interests of all parties involved. It ensures that in the event of **default**, the **senior** creditor is **prioritized**. A subordination agreement is a **vital** component in **financial** transactions, providing **clarity** and **security**. Without this agreement, the **lender's** position may be **jeopardized**. Remember, in the world of **finance**, proper **documentation** is key.\\n\\n> \"", "\"# On the Topological Stable Rank of Non-Selfadjoint Operator Algebras\\n\\n**Introduction:**\\n\\nIn the realm of operator algebras, the topological stable rank plays a crucial role in understanding the structural properties of non-selfadjoint algebras. *Recent studies* have shown a strong correlation between the stable rank and the algebraic syntax of these operators. Moreover, the processing of such algebras involves intricate mathematical markdown that requires careful handling. \\n\\n**Main Results:**\\n\\n- The Natural Language of operator algebras\\n- The markdown syntax in algebraic processing\\n\\n> The stability of these algebras is a fascinating area of research with profound implications.\""]}
{"query": "vector database python code without comments", "pos": ["\"import numpy as np\\nimport sqlite3\\n\\ndef connect_db(file_path):\\n    conn = sqlite3.connect(file_path)\\n    return conn\\n\\ndef create_table(conn):\\n    cursor = conn.cursor()\\n    cursor.execute('''CREATE TABLE IF NOT EXISTS vectors (id INTEGER PRIMARY KEY, data BLOB)''')\\n    conn.commit()\\n\\ndef insert_vector(conn, vec):\\n    cursor = conn.cursor()\\n    data = vec.tobytes()\\n    cursor.execute('INSERT INTO vectors (data) VALUES (?)', (data,))\\n    conn.commit()\\n\\ndef retrieve_vector(conn, vec_id):\\n    cursor = conn.cursor()\\n    cursor.execute('SELECT data FROM vectors WHERE id=?', (vec_id,))\\n    data = cursor.fetchone()[0]\\n    vec = np.frombuffer(data)\\n    return vec\\n\\ndef main():\\n    db_path = 'vectors.db'\\n    conn = connect_db(db_path)\\n    create_table(conn)\\n    vec = np.array([1.0, 2.0, 3.0])\\n    insert_vector(conn, vec)\\n    retrieved_vec = retrieve_vector(conn, 1)\\n    print('Retrieved Vector:', retrieved_vec)\\n\\nif __name__ == '__main__':\\n    main()\""], "neg": ["\"import requests\\nfrom bs4 import BeautifulSoup\\nURL = 'https://historyvikings.com/reasons-vikings-left-scandinavia/'\\nresponse = requests.get(URL)\\nsoup = BeautifulSoup(response.content, 'html.parser')\\narticles = soup.find_all('article')\\nfor article in articles:\\n    paragraph = article.find('p')\\n    if 'trade' in paragraph.text:\\n        print('Trade expansion drove Vikings.')\\n    elif 'land' in paragraph.text:\\n        print('Scarcity of arable land pushed them.')\\n    elif 'wealth' in paragraph.text:\\n        print('Pursuit of wealth was a key factor.')\\n    elif 'adventure' in paragraph.text:\\n        print('Desire for adventure and exploration.')\\n    elif 'political' in paragraph.text:\\n        print('Political motives played a role.')\\n    elif 'raid' in paragraph.text:\\n        print('Raiding was both for wealth and prestige.')\\n    else:\\n        print('Other factors influenced Viking ventures.')\"", "\"def swindle_victims(database): \\n    for victim in database: \\n        if victim['wealth'] > 1000000: \\n            victim['wealth'] -= 500000 \\n            vector = [1, 0, -1] \\n            code = 'fraud' \\n            print(f'{victim['name']} has been swindled!') \\n\\n    def report_swindle(database): \\n    for victim in database: \\n        if victim['wealth'] < 0: \\n            victim['status'] = 'bankrupt' \\n            vector = [0, 1, -1] \\n            code = 'scam' \\n            print(f'{victim['name']} has fallen victim to a swindle!')\"", "\"def special_prosecutor_case(vector): \\n    if 'corruption' in vector or 'fraud' in vector: \\n        return 'Appoint special prosecutor' \\n    else: \\n        return 'No need for special prosecutor' \\n\\nsuspects = ['A', 'B', 'C'] \\nfor suspect in suspects: \\n    if suspect == 'A' or suspect == 'B': \\n        print('Consider special prosecutor') \\n    else: \\n        print('Proceed without special prosecutor')\"", "\"if 'woodside' in news and 'pluto' in news and 'strike' in news: \\n    woodside_hits_back() \\n    pluto_strike_response() \\nelse: \\n    print('No relevant news found') \\n\\ndef woodside_hits_back(): \\n    print('Woodside responds to allegations') \\n\\n\\ndef pluto_strike_response(): \\n    print('Pluto denies accusations and issues statement') \\n\\nnews = ['woodside', 'pluto', 'strike', 'response', 'allegations', 'accusations', 'statement']\"", "\"import requests, json; url = 'https://api.webstatsdatabase.com/lebron-james/double-doubles'; response = requests.get(url); data = json.loads(response.text); double_doubles = data['double_doubles']; total_double_doubles = sum(double_doubles); print(f'LeBron James has {total_double_doubles} double doubles this season.')\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\nimport pandas as pd\\nurl = 'https://college-basketball-team-stats.com'\\nresponse = requests.get(url)\\nsoup = BeautifulSoup(response.text, 'html.parser')\\ntable = soup.find('table', {'id': 'championships'})\\ndata = []\\nrows = table.find_all('tr')\\nfor row in rows:\\n    cols = row.find_all('td')\\n    if not cols:\\n        continue\\n    team, championships = cols[0].text, int(cols[1].text)\\n    data.append({'Team': team, 'Championships': championships})\\ndf = pd.DataFrame(data)\\nmax_championships = df['Championships'].max()\\nchampion_team = df[df['Championships'] == max_championships]['Team'].iloc[0]\\nprint(f'Team with most conference championships in college basketball: {champion_team}')\"", "\"import numpy as np\\nimport pandas as pd\\nfrom sklearn.feature_extraction.text import TfidfVectorizer\\nfrom sklearn.metrics.pairwise import cosine_similarity\\n\\n# Load database\\nheadache_data = pd.read_csv('headache_database.csv')\\n\\n# Vector representation\\nvectorizer = TfidfVectorizer()\\nheadache_vectors = vectorizer.fit_transform(headache_data['Symptoms'])\\n\\n# Query for post-traumatic headache\\nquery = ['post-traumatic headache']\\nquery_vector = vectorizer.transform(query)\\n\\n# Find similar cases without using explicit comments\\nsimilarity_scores = cosine_similarity(query_vector, headache_vectors)\\n\\n# Identify most similar case\\nmost_similar = np.argmax(similarity_scores)\\n\\n# Extract information without additional comments\\nresult = headache_data.iloc[most_similar]\\n\\n# Display result\\nprint('Post-Traumatic Headache Details:\\\\n', result)\""]}
{"query": "Token embeddings markdown syntax", "pos": ["\"# Understanding Word Representations\\n\\n**Word vectors** are essential in NLP for capturing semantic relationships. *GloVe* and *Word2Vec* are popular methods. ~~Traditional~~ methods like one-hot encoding are limited. \\n\\n## Benefits of Word Embeddings\\n\\n1. **Semantic Similarity:** Words with similar meanings have closer vectors.\\n2. **Analogies:** Vector operations can solve analogies like \""], "neg": ["\"# Police Investigate Ute Rampage in Northern Victoria\\n\\n**Authorities** are currently **investigating** a **disturbing** incident involving a **ute rampage** in **Northern Victoria**. The **incident** has **shocked** the **local community** and **raised concerns** about **public safety**. Eyewitnesses **describe** the **scene** as **chaotic** and **terrifying**. The **police** have **launched** a **full-scale investigation** to **determine** the **cause** of the **rampage**. **Residents** are urged to **remain vigilant** and **report any suspicious activity**. This **tragic event** serves as a **reminder** of the **importance** of **community safety**.\\n\\n> \"", "\"# **Bicycle Illuminated Touch Screen 2 in 1 Solitaire**\\n\\nExperience the classic game like never before with the **Bicycle Illuminated Touch Screen 2 in 1 Solitaire**. This innovative device brings your favorite solitaire games to life with vibrant backlighting and a responsive touch screen.\\n\\n## Features\\n\\n- **Illuminated Screen**: Enjoy playing in low light conditions without straining your eyes.\\n- **Touch Screen**: Intuitive gameplay with the swipe of a finger.\\n- *Portable Design*: Take your game anywhere, easily fits in your pocket or bag.\\n- ~~Old Fashioned Buttons~~: Embrace the modern touch screen interface.\\n\\n> \\\"A modern twist on a classic game.\\\"\\n\\n### Why Choose This Product?\\n\\n1. **Engaging**: Keeps you entertained for hours.\\n2. *Convenient*: Easy to carry and use anywhere.\\n3. **Innovative**: A fresh take on solitaire.\\n\\nMarkdown and syntax bring this content to life, while embeddings and Token ensure a seamless reading experience. Markdown, syntax, embeddings, and Token are essential in creating engaging ecommerce content.\"", "\"# Trendy Basketball Bracelet Boy Men Beaded Stretchy Bracelet\\n\\n**Lave Stone/White Turquoise/Matte Black Stone Beaded Bracelet**\\n\\n*Sports Jewelry for Basketball Lovers 1 pcs*\\n\\n~~Perfect for showcasing your love for basketball~~\\n\\n- Stretchy and comfortable to wear\\n- Stylish design with various bead options\\n- Ideal for both boys and men\\n\\n> \"", "\"# Recapitalization in Finance\\n\\n**Recapitalization** is a strategic financial restructuring process that involves changing the **capital structure** of a company. It can enhance **financial stability** and optimize **capital allocation**. \\n\\n*Benefits of Recapitalization:*\\n- Improves **liquidity** position\\n- Enhances **shareholder value**\\n- Strengthens **balance sheet**\\n\\n> \"", "\"# **Disclaimer**\\n\\n*Please note that the following **disclaimer** does not use the terms Token, syntax, markdown, embeddings in their technical sense but as part of a legal discussion.*\\n\\n## *General Information*\\n\\n- This document is provided for general information purposes only. Your reliance on any information contained herein is at your own risk.\\n\\n- The information contained within this document is not intended to serve as legal advice or as a replacement for professional consultation.\\n\\n> **Note:** The contents of this disclaimer are subject to change without notice and do not constitute binding legal advice.\\n\\n## **Limitation of Liability**\\n\\n- Neither the creators of this markdown document nor any associated parties shall be held liable for any direct, indirect, incidental, or consequential damages arising out of the use of information contained herein.\\n\\n- By accessing this document, you acknowledge that you have read, understood, and agree to be bound by the terms of this disclaimer.\\n\\n*It is essential to consult with a qualified legal professional before taking any actions that could have legal implications.*\"", "\"# Centurion Tank Captures South Vietnam History\\n\\n**Centurion Tank** played a pivotal role in the **South Vietnam** conflict, leaving a lasting impact on history. *Deployed* strategically, it symbolized strength and resilience. The **tank's presence** was felt across the region, its power unmatched. \\n\\n- The Centurion's **imposing** stature struck fear into the enemy's hearts.\\n- Its **armor** withstood relentless attacks, a testament to its durability.\\n- The tank's **legacy** lives on, etched in the annals of warfare.\\n\\n> \"", "\"# Facial Hair Scissors - Curved and Rounded\\n\\n**Eyebrow Scissors**, *Mustache*, ~~Nose Hair~~, Beard Trimming Scissors\\n\\n> Safety Use for Eyelashes and Ear Hair\\n\\n- Small Grooming Scissors for Women & Men\\n- Precision design for intricate trims\\n- Stainless steel for durability\\n- Ergonomic handle for comfortable grip\\n\\n**Facial Hair Scissors** are essential tools for precise grooming. *Eyebrow scissors* offer detailed shaping, while *mustache scissors* ensure neatness. The curved and rounded blades provide safety for delicate areas. With these scissors, achieve a polished look effortlessly. Whether it's nose hair or beard trimming, these scissors deliver exceptional results. Embrace quality and style with our grooming essentials.\""]}
{"query": "Embedding API JSON documents Enterprise search RAG solutions", "pos": ["\"In the realm of data integration, the embedding of external content into web applications has become a crucial aspect of modern software development. By utilizing advanced APIs and frameworks, developers can seamlessly incorporate diverse data sources and functionalities into their applications, enhancing user experience and overall performance. Enterprises are increasingly adopting embedding strategies to streamline their operations and provide more comprehensive services to their customers. With the rise of remote access gateways (RAG) and cloud-based solutions, the possibilities for embedding APIs are expanding rapidly, opening up new avenues for innovation and collaboration in the digital landscape.\""], "neg": ["\"In a recent interview, Voges Christian Hogan shared insights on the latest trends in the news domain. Hogan emphasized the importance of staying updated with current events to provide accurate information to the audience. The discussion also touched on the challenges faced by journalists in today's fast-paced world. Hogan highlighted the need for reliable sources and fact-checking to maintain credibility. The interview further delved into the impact of social media on news dissemination and the role of technology in shaping the industry. Voges Christian Hogan's perspective on the evolving landscape of news reporting offers valuable insights for professionals in the field.\"", "\"Enhance your bathing experience with this vibrant Orange Bathtub Mat Non Slip. Measuring 40 X 16 inches, this tub mat is perfect for any bathroom. The abstract art design adds a touch of style to your bath area. Featuring drain holes and suction cups, this mat ensures safety and comfort while showering. The non-slip surface provides stability, giving you peace of mind. Made from high-quality materials, this mat is durable and easy to clean. Elevate your bathroom decor with this functional and stylish tub mat. Treat yourself to a luxurious bath experience with this unique and practical shower accessory.\"", "\"Bert and Ernie, beloved characters from Sesame Street, got their names from the show's creator, Jim Henson. Henson named them after his father, Bert, and his uncle, Ernie. The names stuck and became iconic in children's entertainment. The duo's playful antics and friendship have endeared them to generations of fans. Their names have become synonymous with fun and laughter. Bert and Ernie's dynamic personalities and adventures have inspired countless children around the world. Their names have become a part of pop culture history, representing the joy and innocence of childhood.\"", "\"The detection of GRB 060927 at z = 5.47 has significant implications for understanding the early universe. Gamma-ray bursts serve as powerful probes of the end of the Dark Ages, shedding light on the evolution of cosmic structures. This groundbreaking discovery opens new avenues for research into the origins of the universe. The data collected provides valuable insights into the nature of high-energy astrophysical phenomena. By studying these events, scientists can unravel mysteries that have long puzzled the scientific community. The implications of this finding extend beyond traditional solutions, offering a fresh perspective on the mysteries of the cosmos.\"", "\"BMD, or Bone Mineral Density, is a crucial metric in healthcare for assessing bone health. In the realm of healthcare, BMD plays a vital role in diagnosing osteoporosis and monitoring treatment effectiveness. Healthcare professionals rely on BMD measurements to evaluate fracture risk and guide patient care. Advanced technologies like DXA scans provide accurate BMD results, enabling precise treatment decisions. Understanding BMD values is essential for maintaining bone strength and preventing fractures. Healthcare providers leverage BMD data to tailor interventions and improve patient outcomes. BMD assessments are integral to promoting musculoskeletal health and overall well-being in individuals of all ages.\"", "\"In a recent development, the international pop sensation Lorde, hailing from New Zealand, found herself and her home country at the center of a controversial pro-Israel ad campaign. This campaign, embedding deep political messages, aimed to criticize the artist and New Zealand for their stance on Israel. The ad, embedding its narrative in major publications, sought to bring attention to what it described as Lorde's decision to cancel her concert in Israel, a move that sparked widespread debate. The documents related to this campaign, utilizing various platforms and solutions, highlighted the tension between freedom of expression and political activism. The creators of the ad, leveraging the power of media and API integrations, ensured their message reached a global audience, embedding the controversy in the public's mind. This incident, now part of the larger discourse on artists' roles in political conflicts, showcases the complex interplay between entertainment, politics, and the search for peace solutions. New Zealand, known for its peaceful stance on international issues, found itself in the RAG (Red Amber Green) spotlight, prompting discussions on national identity and global responsibility. The use of JSON format documents and API technology in disseminating the ad underscores the evolving nature of political advocacy in the digital age. As the debate continues, the need for balanced and thoughtful solutions becomes ever more apparent, with both Lorde and New Zealand advocating for dialogue and understanding in the face of criticism. This episode, a significant moment in the intersection of culture and politics, remains a key topic of discussion in news outlets and among policy analysts, highlighting the ongoing search for harmony in a divided world. The Enterprise of peace, it seems, is a complex and challenging journey, with artists and nations alike navigating the delicate balance between expression and diplomacy.\"", "\"In the realm of cinematic productions, the search for the perfect filming location is paramount. 'Daddy's Home 2', a sequel that garnered attention for its humor and family themes, found its backdrop in a state renowned for its picturesque landscapes and versatile settings. This state, Massachusetts, became the canvas for the film's winter holiday scenes, embedding itself into the movie's essence. The choice of Massachusetts was not arbitrary; the search for a location that could encapsulate the quintessential winter atmosphere led the production team directly to it. Through this selection, the film managed to embed a sense of authenticity and charm, crucial for its narrative. The filming primarily took place in towns around Massachusetts, showcasing the state's beauty and diversity. This decision highlights how crucial location is in filmmaking, serving as an invisible character that adds depth and realism. For those intrigued by the behind-the-scenes aspects of movies, this information enriches the viewing experience, offering insights into the production process. It's a testament to how the web, with its vast array of documents and resources, can enhance our understanding and appreciation of films. In this case, Massachusetts not only served as a backdrop but also as a character, embedding itself into the film's narrative fabric. The state's selection was a result of meticulous search and planning, showcasing the intricate process of filmmaking. This example underscores the importance of location in storytelling, providing a tangible connection to the narrative. As we delve into the specifics of film production through web resources, we gain a deeper appreciation for the art of cinema. The web, with its comprehensive documents and APIs, offers a treasure trove of information for those curious about the intricacies of film production, making it an invaluable resource for cinephiles and industry professionals alike.\""]}
{"query": "Open-source infrastructure markdown formatting", "pos": ["\"# The Evolution of Collaborative Development\\n\\n**Collaborative development** has transformed the tech landscape, fostering innovation and inclusivity. Through *community-driven efforts*, projects have thrived, breaking traditional barriers. ~~Proprietary systems~~ are being challenged by the power of open source. \\n\\n## Benefits of Collaboration\\n\\n- Enhanced creativity and diversity\\n- Rapid problem-solving\\n- Global impact\\n\\n> \""], "neg": ["\"# GE Lighting 74037 40-Watt 320-Lumen Decorative A15 Incandescent Light Bulb, Crystal Clear, 2-Pack, 3 Pack\\n\\n**Product Overview**\\n\\nThis incandescent light bulb from GE Lighting provides a warm glow, perfect for creating a cozy ambiance in any room. The crystal-clear design enhances the aesthetics of your space, making it ideal for decorative fixtures. The 40-watt bulb emits 320 lumens of light, ensuring a bright environment. \\n\\n*Features:*\\n- Pack of 2 bulbs\\n- Long-lasting\\n- Energy-efficient\\n\\n> Illuminate your home with the GE Lighting 74037 bulb and experience the perfect blend of style and functionality.\"", "\"# **Ricitos de Oro 2-in-1 Baby Hair and Body Wash**\\n\\n## *Hypoallergenic Tear Free Body Wash and Shampoo with Chamomile and Honey*\\n\\n> Cleansing Formula for Babies, 2-Pack of 13.5 FL Oz Each, 2 Bottles.\\n\\n### **Features**\\n\\n- **Hypoallergenic**: Safe for baby's delicate skin.\\n- **Tear Free**: Ensures a happy bathing experience.\\n- **Chamomile and Honey**: Nourishes and soothes.\\n\\n### **Benefits**\\n\\n1. *Gentle on skin*\\n2. *Calming aroma*\\n3. *No harsh chemicals*\\n\\n---\\n\\n**Safe and Effective**\\n\\n_The perfect blend of nature and science, this ~~markdown~~ formula offers a gentle, tear-free bathing experience. With its hypoallergenic and tear-free infrastructure, it's designed for the most sensitive of skins._\\n\\n**Why Choose Us?**\\n\\n- Open-source commitment to quality.\\n- Formatting that respects baby's skin.\\n- Infrastructure that supports baby's health.\\n\\n> **Note:** This product is an essential part of your baby's hygiene routine. With its open-source approach to ingredients and formatting, it ensures a safe and soothing wash every time.\"", "\"# White Barn Candle Company Bath and Body Works 3-Wick Scented Candle w/Essential Oils - 14.5 oz - 'Tis The Season (Rich Red Apple, Sweet Cinnamon, Cedarwood)\\n\\n**Experience the Magic**\\n\\n*Indulge in the Aroma*\\n\\n~~Unleash the Scent~~\\n\\n- Rich Red Apple\\n- Sweet Cinnamon\\n- Cedarwood\\n\\n> Enhance your space with the essence of the season. Let the fragrance transport you to a cozy winter wonderland. Perfect for creating a warm and inviting atmosphere during the holidays. Light up your home with this luxurious candle and embrace the spirit of 'Tis The Season.\"", "\"# **Working Class: A Financial Overview**\\n\\nThe **working class** plays a pivotal role in the economic _infrastructure_, contributing significantly to the labor market. Their financial stability is often underpinned by various factors, including wages, job security, and access to benefits.\\n\\n- **Wages**: The cornerstone of working class income.\\n- **Job Security**: _Crucial_ for long-term financial planning.\\n- **Benefits**: Health insurance, retirement plans, etc.\\n\\n> The _infrastructure_ of the working class's financial stability is not just about income, but also about the quality of life.\\n\\nThe challenges faced by the working class are numerous, with _markdown_ fluctuations in the economy directly impacting their livelihoods. The role of _open-source_ tools in providing financial education and resources has become increasingly important. _Formatting_ personal finances using _markdown_ and leveraging _open-source_ platforms can empower individuals. The _infrastructure_ supporting the working class needs strengthening to ensure a more equitable distribution of wealth.\"", "\"# Bose-Einstein Condensation in Semiconductors: The Key Role of Dark Excitons\\n\\n**Introduction**\\n\\nIn the realm of arxiv, the significance of dark excitons in Bose-Einstein condensation cannot be overstated. *Dark excitons* play a crucial role in the formation of condensates within semiconductors. This phenomenon has revolutionized the understanding of semiconductor physics. The interplay between light and dark excitons creates a unique infrastructure for condensation to occur. Moreover, the Open-source nature of research in this field has accelerated progress in uncovering the mysteries of dark excitons. \\n\\n> Dark excitons, with their hidden nature, challenge traditional formatting in semiconductor studies. They defy conventional wisdom and pave the way for new insights.\\n\\n**Key Points**\\n\\n- Dark excitons drive Bose-Einstein condensation\\n- Semiconductors provide the formatting for this phenomenon\\n- The infrastructure of research is evolving\\n- Open-source collaboration is essential for progress\\n\\n~~The enigmatic nature of dark excitons adds a layer of complexity to the semiconductor landscape.~~\"", "\"# Smartivity Magic of Science Experiment Kit for Boys & Girls Age 4-6-8 | Birthday Gift for Kids Age 4-8 | Kids Safe Physics & Chemistry Kit | STEM Educational Fun Toys\\n\\n**Unleash** the **magic** of **science** with this **exciting** kit designed for young **minds**. *Engage* your child in **hands-on** experiments that make learning **fun** and **educational**. Discover the **wonders** of **physics** and **chemistry** in a **safe** and **interactive** way. \\n\\n- **Inspire** creativity and **curiosity** in your child\\n- **Enhance** their **problem-solving** skills\\n- **Encourage** a love for **STEM** subjects\\n\\n> **Experience** the joy of learning through play with this amazing kit. **Perfect** for birthdays or any special occasion. **Order** now and watch your child's **imagination** soar!\"", "\"# **Micturition**: A Healthcare Perspective\\n\\nMicturition, or the act of urination, is a vital bodily function. It involves the **kidneys**, _bladder_, and urethra working in harmony. This process is crucial for removing waste and excess fluid from the body, maintaining a healthy balance.\\n\\n## Understanding the **Infrastructure** of Micturition\\n\\n- The kidneys filter waste, creating urine.\\n- Urine travels from the kidneys to the bladder.\\n- The bladder stores urine until micturition.\\n\\n> **Note:** Regular micturition is essential for urinary tract health.\\n\\n### Challenges in Micturition\\n\\n1. **Infections**: Can disrupt normal function.\\n2. **Incontinence**: Loss of bladder control.\\n3. **Retention**: Difficulty in emptying the bladder.\\n\\n#### Open-source Knowledge on Micturition\\n\\nOpen-source healthcare platforms offer valuable resources on micturition. These platforms provide access to a wide range of information, from basic ~~formatting~~ understanding to advanced research findings. Utilizing open-source information can enhance our understanding and management of micturition-related issues.\\n\\n##### The Role of Formatting in Understanding Micturition\\n\\nProper formatting in educational materials, including markdown, can significantly improve the comprehension of complex healthcare topics like micturition. Markdown allows for clear structuring of information, making it accessible to a broader audience. In the context of healthcare, effective formatting is as crucial as the infrastructure of care delivery itself.\""]}
{"query": "cloud-native benefits", "pos": ["\"# Advantages of Modern Software Deployment Techniques\\n\\nModern software deployment techniques offer several key advantages:\\n\\n- **Scalability**: Easily scale applications up or down based on demand.\\n- **Flexibility**: Deploy updates and new features swiftly, without downtime.\\n- **Cost Efficiency**: Optimize resource usage, reducing operational costs.\\n- **Resilience**: Enhanced fault tolerance and recovery mechanisms.\\n\\n> _Embrace these techniques for a competitive edge in today's fast-paced digital landscape._\\n\\nHowever, it's crucial to note that transitioning requires careful planning and execution. Not all legacy applications can be directly migrated without modifications.\\n\\n1. **Assess** your current infrastructure.\\n2. **Plan** the migration carefully.\\n3. **Execute** with an emphasis on monitoring and adaptation.\\n\\nWhile the journey may seem daunting, the long-term gains far outweigh the initial challenges.\""], "neg": ["\"# **Solicitor General**\\n\\nThe **Solicitor General** serves as the principal deputy to the Attorney General and is involved in the oversight of various legal disputes. This role is pivotal in representing the government in the Supreme Court.\\n\\n## Roles and Responsibilities\\n\\n- **Represents** the government in the Supreme Court\\n- Offers **legal advice** to the government\\n- Reviews and **modifies** legal documents\\n\\n> The Solicitor General plays a crucial role in shaping the legal landscape, ensuring that the government's positions are effectively communicated and defended.\\n\\n### **Benefits** of the Position\\n\\nThe Solicitor General enjoys several _benefits_, including the opportunity to influence major legal decisions and the prestige associated with the office. This position is akin to standing on a _cloud-native_ platform, where the visibility and impact are vast.\\n\\n#### Challenges\\n\\n- Navigating complex legal frameworks\\n- Balancing public interest with government policies\\n\\nDespite the challenges, the _benefits_ of serving as Solicitor General are significant, offering a unique _cloud-native_ perspective on legal matters.\"", "\"# Osteoarthritis: A Common Joint Condition\\n\\n**Osteoarthritis** is a prevalent **health condition** affecting millions worldwide. It causes pain, stiffness, and swelling in the joints, impacting daily life. *Exercise* and **weight management** are crucial in managing symptoms. However, sometimes, the progression of osteoarthritis can be relentless. \\n\\n## Symptoms\\n- Joint pain\\n- Stiffness\\n- Swelling\\n\\n> Osteoarthritis is a degenerative disease that requires **ongoing care** and attention. Despite its challenges, understanding the condition and seeking appropriate treatment can **improve quality of life**.\\n\\n~~Surgery~~ is sometimes necessary for severe cases.\"", "\"# Chaos in Kundt type III Spacetimes\\n\\nExploring the **intricacies** of Kundt type III spacetimes reveals a universe where _chaos_ reigns supreme. These spacetimes, devoid of any ~~benefits~~ or _cloud-native_ solutions, present a unique challenge to physicists.\\n\\n## Characteristics\\n\\n- **Non-linear dynamics**\\n- _Inherent instability_\\n- Complex causal structures\\n\\n> \\\"In Kundt type III spacetimes, the fabric of the cosmos dances on the edge of chaos.\\\"\\n\\n### Implications\\n\\n1. Unpredictable gravitational waves\\n2. Novel insights into quantum gravity\\n3. Challenges in theoretical modeling\\n\\nDespite the absence of ~~benefits~~ and _cloud-native_ approaches, the study of these spacetimes offers unparalleled insights into the cosmos.\"", "\"# National Association of Insurance and Financial Advisors (NAIFA)\\n\\n**NAIFA** is a vital organization in the finance sector, providing **benefits** to its members. Established in 1890, NAIFA has been a pioneer in advocating for financial advisors. *NAIFA* promotes excellence and professionalism in the industry. The association offers various resources and tools to enhance the skills of its members. \\n\\n## Membership Benefits\\n- Networking opportunities\\n- Educational resources\\n- Advocacy support\\n\\n> NAIFA's commitment to its members is unwavering. Join us in shaping the future of the finance industry.\\n\\n~~Cloud-native~~ technologies are transforming the way financial advisors operate, and NAIFA is at the forefront of embracing innovation.\"", "\"# Retrograde Ejaculation: A Health Concern\\n\\n**Retrograde ejaculation** occurs when semen enters the bladder instead of exiting the body through the urethra. This condition can impact fertility and sexual satisfaction. *Symptoms* may include dry orgasms and reduced semen volume. While it does not pose a serious health risk, it can affect a person's quality of life. \\n\\n### Causes of Retrograde Ejaculation\\n- Medications\\n- Health conditions\\n- Surgery\\n\\n> Seeking medical advice is crucial for proper diagnosis and management. **Awareness** about this condition can lead to early intervention and **benefits** in addressing related concerns.\"", "\"# **Hard Money Loan**\\n\\nA **Hard Money Loan** is a specific type of asset-based loan financing through which a borrower receives funds secured by real property. Unlike traditional loans, these are issued by private investors or companies.\\n\\n## Benefits\\n\\n- **Quick Approval**: Unlike the traditional loan process, hard money loans have a faster approval rate.\\n- **Flexibility**: Terms are more negotiable than with standard bank loans.\\n\\n> \\\"Hard money loans offer a unique opportunity for borrowers who need to act quickly.\\\"\\n\\nHowever, they come with higher interest rates and shorter repayment terms. This makes them less ideal for long-term financing.\\n\\n### Considerations\\n\\n1. **Interest Rates**: Typically higher than traditional loans.\\n2. **Repayment Term**: Shorter, demanding quicker payback.\\n3. **Collateral**: Strictly real estate assets.\\n\\nWhile hard money loans can provide significant ~~cloud-native~~ benefits, they're not suitable for everyone. Understanding the terms and assessing your ability to meet them is crucial. Remember, the benefits of a quick turnaround can sometimes outweigh the costs.\"", "\"# Excessive Bail: A Legal Concern\\n\\n**Excessive bail** undermines the principle of justice, creating financial barriers for the accused. It can lead to **unjust** imprisonment before trial, denying individuals their right to a fair legal process. The Eighth Amendment protects against **cruel and unusual** punishment, including excessive bail. \\n\\n*Benefits* of fair bail practices include ensuring equal access to justice and upholding the presumption of innocence. However, when bail amounts are set unreasonably high, it **clouds** the path to a fair trial. \\n\\n> \""]}
{"query": "formatting options markdown document", "pos": ["\"# Exploring Different Formatting Styles\\n\\n**Introduction**\\n\\nIn the realm of text styling, there exists a myriad of possibilities to enhance your content. From *italics* to ~~strikethrough~~, the choices are endless. Let's delve into the world of text decoration.\\n\\n## Bold Statements\\n\\n**Bold** text commands attention and emphasizes key points. It's like a spotlight in a sea of words.\\n\\n## Lists Galore\\n\\n1. Numbered lists bring order to chaos.\\n2. Bullet points add flair to your content.\\n\\n> Blockquotes provide a platform for highlighting important excerpts.\\n\\nUnleash your creativity through diverse text styling techniques!\""], "neg": ["\"# **After-Acquired Property**\\n\\n_After-acquired property_ refers to assets obtained by a debtor **after** the execution of a security agreement. This concept is crucial in the **legal** domain, particularly in securing loans.\\n\\n> **Note:** The inclusion of after-acquired property clauses in security agreements allows creditors to maintain a security interest in assets acquired by the debtor post-agreement.\\n\\n## **Key Points**\\n\\n- **Security Interests:** Creditors can extend their interest to property acquired after the agreement.\\n- **Legal Framework:** Various jurisdictions have specific laws governing after-acquired property.\\n\\n### **Implications**\\n\\n1. **Protection for Creditors:** Ensures creditors have rights to new assets.\\n2. **Obligations for Debtors:** Debtors must inform creditors about new acquisitions.\\n\\n~~Markdown and document formatting options~~, including headings, bold, italic, strikethrough, list, and blockquote, enhance the clarity and effectiveness of legal documents. Understanding these markdown and document formatting options is essential for drafting clear legal agreements concerning after-acquired property.\"", "\"# Legal Aspects of Parish\\n\\n**Parish**: A defined geographical area within a diocese.\\n\\n*Incorporation Options*\\n\\nIn legal terms, a parish holds significant **authority** over its internal affairs.\\n\\n*Responsibilities*\\n\\n- Manage parish **finances**\\n- Ensure compliance with **regulations**\\n\\n> The parish council plays a crucial role in decision-making.\\n\\n~~Document Formatting~~\\n\\nIt is essential to maintain accurate records within the parish to avoid any legal disputes.\\n\\n**Parishioners** have the right to voice their opinions on parish matters.\\n\\n*Litigation Concerns*\\n\\n- Legal **proceedings** may arise\\n- **Documentation** is key to resolving disputes.\"", "\"# Urgent Review of DECS Prescribed Burning\\n\\n**Concerns Raised**\\n\\n*DECS* has come under scrutiny for its handling of prescribed burning in recent years. The **impact** of these practices on the environment is a growing **concern**. \\n\\n- **Community** feedback is crucial\\n- **Wildlife** protection is paramount\\n- **Safety** measures need reassessment\\n\\n> \"", "\"# The Centrality Dependence of Elliptic Flow at LHC\\n\\n**Introduction:**\\n\\nThe study of elliptic flow in heavy-ion collisions at the Large Hadron Collider (LHC) provides crucial insights into the dynamics of the created system. *Recent experiments* have shown a strong correlation between centrality and the magnitude of elliptic flow. This phenomenon challenges conventional theories and calls for a reevaluation of existing models.\\n\\n- **Key Findings:**\\n  - Centrality plays a pivotal role in shaping the elliptic flow pattern.\\n  - The observed strikethrough in previous assumptions highlights the need for new perspectives.\\n\\n> Understanding the centrality dependence of elliptic flow is essential for unraveling the complexities of high-energy nuclear interactions.\"", "\"# Toddler Girl Shoe Lightweight Casual Adjustable Strap Cute Unicorn Sneaker\\n\\n**Comfortable for Walking Running (Infant/Toddler/Little Kid)**\\n\\n*Stay stylish and comfy with these adorable unicorn sneakers.*\\n\\n- Adjustable strap for a secure fit\\n- Lightweight design for easy movement\\n- Cute unicorn details for a touch of whimsy\\n- Perfect for everyday wear\\n\\n> Your little one will love the comfort and style of these sneakers!\\n\\n~~Make every step magical with these unicorn sneakers!~~\"", "\"# **Bylaws: A Legal Framework**\\n\\n_Bylaws_ are essential for any organization, defining the rules by which it operates. This **document** outlines the core principles and procedures that govern the entity.\\n\\n## **Key Sections**\\n\\n1. **Name and Purpose**\\n   - The foundational elements of the organization.\\n2. **Membership**\\n   - Criteria and rights of members.\\n3. **Officers and Elections**\\n   - Processes for electing leaders.\\n4. **Meetings**\\n   - Scheduling and conducting.\\n5. **Committees**\\n   - Roles and responsibilities.\\n\\n> Bylaws ensure clarity and fairness within the organization, providing a clear set of guidelines for operation.\\n\\nWhile the **formatting** in markdown offers various **options** for emphasis and structure, the essence of bylaws remains grounded in legal principles. The use of **markdown** enhances readability and accessibility, making the **document** more user-friendly. **Formatting** choices, from **bold** to _italic_ and ~~strikethrough~~, help highlight important aspects, ensuring that the **document** is not only legally comprehensive but also engaging. The **options** available in markdown, including lists and blockquotes, facilitate a clearer understanding of the bylaws.\"", "\"# **5/1 Hybrid Adjustable-Rate Mortgage (5/1 Hybrid ARM)**\\n\\nA **5/1 Hybrid ARM** is a type of mortgage that combines the benefits of both fixed and adjustable-rate mortgages. Initially, it offers a fixed interest rate for the first five years, then adjusts annually.\\n\\n## Features\\n\\n- **Fixed Interest Period**: The first *five years* offer a stable interest rate, providing predictability in early payments.\\n- **Adjustable Rate**: After the initial period, the rate adjusts based on market conditions.\\n\\n> **Note**: This mortgage option can be appealing for those planning to move or refinance within a few years.\\n\\n### Pros and Cons\\n\\n1. **Pros**\\n   - Lower initial rate than fixed-rate mortgages\\n   - Flexibility with early fixed period\\n2. **Cons**\\n   - Potential for higher payments if rates increase\\n\\n~~Fixed for life~~, the 5/1 Hybrid ARM adapts to changing financial environments, offering a blend of stability and flexibility. This document explores the formatting options within markdown to effectively communicate complex financial concepts.\""]}
{"query": "Xplain scenes", "pos": ["\"In the realm of storytelling, the art of elucidating sequences is a crucial element. By dissecting the narrative into distinct fragments, creators can effectively convey the progression of events and emotions. Through meticulous attention to detail, each scene is crafted to evoke specific reactions from the audience, guiding them through a journey of discovery and revelation. The interplay of characters, settings, and actions within these vignettes forms the tapestry of the larger story, weaving together a rich and immersive experience for the viewer. Understanding the nuances of scene construction is key to captivating and engaging storytelling that resonates with audiences on a profound level.\""], "neg": ["\"hormoneTherapy:\\n  definition: 'Hormone therapy involves the use of hormones in medical treatment to address imbalances or deficiencies. It is widely used in various healthcare scenes, including menopause management, transgender hormone therapy, and treatment of endocrine disorders.'\\n  types:\\n    - estrogenTherapy\\n    - testosteroneTherapy\\n    - thyroidHormoneReplacement\\n  applications:\\n    menopause: 'Eases symptoms by replacing hormones that are at a lower level as women age.'\\n    transgender: 'Facilitates the physical transition to align with an individual's gender identity. In these scenes, hormone therapy plays a crucial role.'\\n    endocrineDisorders: 'Treats conditions like hypothyroidism by supplementing deficient hormones.'\\n  considerations:\\n    - 'Patients must undergo thorough evaluation to Xplain the necessity and potential effects of hormone therapy.'\\n    - 'Side effects can vary widely depending on the type of hormone used and the individual’s health.'\\n    - 'Continuous monitoring is essential to Xplain and adjust treatment for optimal outcomes.'\\n  conclusion: 'Hormone therapy is a pivotal aspect of modern healthcare, offering relief and support to many. Its application requires careful consideration and expertise to ensure safety and effectiveness.'\"", "\"product: Girls' Big ComfortFlex Fit Seamless Racerback 2-Pack Bra\\nsize: Small\\ncolors: White Multi/Heather Grey\\nmaterial: ComfortFlex Fit\\nfeatures: Seamless design, Racerback style\\npackaging: 2-Pack\\nbenefits: Provides all-day comfort and support\\noccasion: Everyday wear\\nstyle: Versatile and practical\\nfit: True to size\\nbrand: Trusted in the industry\\nquality: High-quality materials\\nXplain: The soft fabric ensures a smooth feel against the skin\\nscenes: This bra is perfect for any outfit and any activity\\nXplain: The seamless construction minimizes irritation and chafing\"", "\"Enhance your cabin or man cave with the Open Road Brands Handmade Fishing Lure Chart Wood Wall Decor. This unique piece of fishing wall art captures the essence of the lake house scenes, bringing a touch of nature indoors. Crafted with care, this decor piece is a must-have for any fishing enthusiast. Xplain your love for fishing with this beautifully designed wall art that adds character to any space. Perfect for creating a cozy atmosphere, this handmade decor item is a great addition to your home.\"", "\"HeadTrader:\\n  Profile:\\n    Title: Head Trader\\n    Description: The Head Trader leads and oversees all trading activities, ensuring compliance with regulatory standards and achieving optimal trading strategies. Their expertise in market analysis, risk management, and strategic execution positions them as pivotal figures in the financial landscape.\\n    Responsibilities:\\n      - Develop and implement trading strategies\\n      - Manage trading teams\\n      - Ensure compliance with financial regulations\\n      - Optimize trading systems and processes\\n      - Analyze market trends\\n    Skills:\\n      - Strong analytical abilities\\n      - Proficient in risk management\\n      - Excellent leadership and communication\\n      - Deep understanding of financial markets\\n    Achievements:\\n      - Successfully led trading teams to exceed profit targets\\n      - Implemented innovative trading strategies that reduced risks\\n      - Enhanced trading systems for improved efficiency\\n    BehindTheScenes:\\n      - The Head Trader often works behind the scenes, analyzing complex market data to Xplain trading insights.\\n      - They ensure that the trading floor operates seamlessly, coordinating with various departments to maintain the firm's competitive edge.\\n  Xplain:\\n    - In the realm of finance, the Head Trader plays a crucial role, not just in front-line trading but also in explaining and strategizing behind the scenes to secure the firm's financial success.\"", "\"In a surprising turn of events, political stalls have been banned from field days, causing a stir among attendees. The decision was met with mixed reactions, with some arguing it stifles free speech while others applaud the move. Scenes of heated debates and passionate discussions have been replaced with a more relaxed atmosphere. Xplain the reasoning behind this controversial move remains unclear, leaving many puzzled. Despite the absence of political stalls, the event continues to attract crowds eager to enjoy the festivities.\"", "\"In the realm of a rainy day act budget, funds are allocated for unexpected downpours. The scenes unfold as umbrellas open and people scurry for cover. Xplain the necessity of setting aside resources for such occasions. As the rain pours, financial decisions are made to ensure preparedness. Amid the storm, budgets are adjusted to accommodate the unforeseen expenses. Xplain the importance of planning ahead for inclement weather. In the news, the rainy day act budget takes center stage, highlighting the need for financial flexibility in times of crisis.\"", "\"In the realm of ecommerce, the 40 Winnie Thank You Cards with Envelopes & Stickers stand out as tokens of appreciation. These Greeting Note Blank Cards are perfect for various occasions like Wedding, Employee recognition, Business gestures, and Baby Shower celebrations. Measuring 4 X 6 inches, they exude elegance and gratitude. Each card tells a story of heartfelt thanks, creating memorable scenes for both sender and recipient. Whether used for personal or professional purposes, these cards Xplain the importance of expressing gratitude in a tangible way. Get yours today and spread joy!\""]}
{"query": "Your search foundation Enterprise search RAG solutions website html", "pos": ["\"<!DOCTYPE html><html><head><title>Discover More</title></head><body><header><h1>Welcome to ExploreTech</h1></header><nav><ul><li><a href='#'>Home</a></li><li><a href='#'>Services</a></li><li><a href='#'>About Us</a></li></ul></nav><section><h2>Our Mission</h2><p>At ExploreTech, we are dedicated to innovation and excellence in technology. Our team of experts is committed to delivering cutting-edge solutions that drive success for our clients.</p></section><footer><p>&copy; 2023 ExploreTech. All rights reserved.</p></footer></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Adaptive Homodyne Phase Discrimination and Qubit Measurement</title></head><body><h1>Adaptive Homodyne Phase Discrimination and Qubit Measurement</h1><p>Welcome to the world of quantum computing! Explore the latest advancements in adaptive homodyne phase discrimination and qubit measurement on arXiv. Dive deep into the intricacies of quantum solutions and Enterprise applications. RAG your mind around the cutting-edge research in this field. Your journey into the quantum realm starts here. Search for innovative html techniques to enhance your understanding. This website is the foundation for all things quantum. Discover the limitless possibilities that qubit measurement offers. Let's embark on this quantum adventure together!</p></body></html>\"", "\"<!DOCTYPE html><html lang='en'><head><meta charset='UTF-8'><meta name='viewport' content='width=device-width, initial-scale=1.0'><title>The Power of Pig Poo</title></head><body><h1>The Power of Pig Poo: A Renewable Energy Source</h1><p>Discover how pig poo is transforming the energy sector. This renewable resource is not only sustainable but also a powerful foundation for green energy solutions. Enterprises and environmentalists alike are taking notice.</p><p>By converting pig poo into biogas, we're seeing a revolution in how we think about waste and energy. This website explores the innovative technologies and solutions being developed to harness this unexpected resource.</p><p>Join the conversation and explore how pig poo might power your future. Search our site for more insights.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Empirical Photometric Redshifts of Luminous Red Galaxies and Clusters in SDSS</title>\\n</head>\\n<body>\\n<h1>Empirical Photometric Redshifts of Luminous Red Galaxies and Clusters in SDSS</h1>\\n<p>The study of luminous red galaxies (LRGs) and clusters within the Sloan Digital Sky Survey (SDSS) provides critical insights into the large-scale structure of the universe. By analyzing the empirical photometric redshifts, researchers can better understand the distribution and evolution of these massive galaxies over cosmic time. This research is foundational for cosmology, offering a detailed map of the universe's expansion and the distribution of matter.</p>\\n<p>Empirical methods for determining photometric redshifts have significantly advanced, allowing for more accurate measurements of galaxy and cluster distances. These advancements contribute to our understanding of dark energy and its impact on the universe's expansion rate. The SDSS has been instrumental in this research, providing a vast dataset for analysis.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Gateway 15.6\\\" FHD Ultra Slim Notebook</title>\\n</head>\\n<body>\\n<h1>Gateway 15.6\\\" FHD Ultra Slim Notebook</h1>\\n<p>Experience the blend of performance and style with the Gateway 15.6\\\" FHD Ultra Slim Notebook. Powered by an Intel Pentium Silver Quad Core processor and equipped with 4GB RAM and 128GB storage, this notebook ensures smooth multitasking and ample space for your files. The FHD display brings visuals to life, complemented by THX Audio for an immersive sound experience. Stay connected with the 1.0MP Webcam and HDMI connectivity. Running on Windows 10 S, it offers a secure and efficient environment. Available in sleek black, this renewed model is your gateway to productivity and entertainment.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Dying Dyons Don't Count</title></head><body><h1>Dying Dyons Don't Count</h1><p>Exploring the enigmatic world of Dyons on the brink of extinction. Dive into the mysteries of their fading presence and the implications for the universe. Uncover the hidden truths behind their vanishing numbers and the urgent need for action. Join us in preserving the legacy of Dyons and understanding their significance in the cosmos. Discover innovative solutions to protect these unique entities and ensure their survival. Together, let's redefine the narrative around Dyons and emphasize their importance in the grand scheme of existence.</p></body></html>\"", "\"<!DOCTYPE html><html lang='en'><head><meta charset='UTF-8'><meta name='viewport' content='width=device-width, initial-scale=1.0'><title>Lindsay Wright News</title></head><body><h1>Welcome to Your Source for All News on Lindsay Wright</h1><p>Your search for the latest updates on Lindsay Wright ends here. Our website is dedicated to bringing you the most accurate and timely news on Lindsay Wright. From her latest achievements to her ongoing projects, we cover it all. Stay tuned to our website for more updates. Your search for a reliable news source is over. Trust our website to be your foundation for all things Lindsay Wright.</p></body></html>\"", "\"<!DOCTYPE html><html lang='en'><head><meta charset='UTF-8'><meta name='viewport' content='width=device-width, initial-scale=1.0'><title>New Deal and Liberalism</title></head><body><h1>How the New Deal Redefined Liberalism</h1><p>Your understanding of liberalism evolves as you search through history. The New Deal, a series of programs and policies, fundamentally reshaped this ideology. It wasn't just about providing immediate economic relief; it laid the foundation for a more inclusive and proactive government role in safeguarding citizens' welfare.</p><p>As you search deeper, you'll find that this transformation wasn't merely political. It was a cultural shift, embedding the belief that the government should ensure social justice and economic stability. This redefinition of liberalism, rooted in the New Deal's response to the Great Depression, continues to influence political discourse today.</p><p>Exploring this topic on our website offers insights into how the New Deal didn't just address economic despair but also sowed the seeds for a liberalism that champions collective solutions over individual enterprise. It's a testament to how crises can redefine political ideologies, laying a new foundation for future generations.</p></body></html>\""]}
{"query": "Optimize embedding models", "pos": ["\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Enhance Vector Representations</title>\\n</head>\\n<body>\\n<h1>Improve Your Vector Representations</h1>\\n<p>Discover advanced techniques to refine vector spaces for better performance. Our comprehensive guide provides insights into adjusting parameters, leveraging state-of-the-art algorithms, and employing best practices for superior results. Enhance the accuracy and efficiency of your representations today.</p>\\n<p>Master the art of fine-tuning with our expert tips and elevate your projects to new heights.</p>\\n</body>\\n</html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Geographical Diversification in Finance</title></head><body><h1>Welcome to Geographical Diversification</h1><p>Geographical diversification in finance is a strategy to spread investments across different regions to reduce risk. By diversifying geographically, investors can optimize their portfolios and minimize exposure to local market fluctuations. Embedding this approach in investment models can lead to more stable returns over time. Understanding the impact of geographical factors is crucial for successful financial planning. Explore the benefits of geographical diversification and how it can enhance your investment strategy.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Very Low-Calorie Diet</title></head><body><h1>Benefits of a Very Low-Calorie Diet</h1><p>A very low-calorie diet is a popular choice for weight loss. By reducing calorie intake, individuals can achieve significant results. This diet can help improve overall health and reduce the risk of chronic diseases. It is important to consult with healthcare professionals before starting a very low-calorie diet to ensure it is safe and effective. Incorporating exercise and proper nutrition is key to success. Models of successful weight loss often involve embedding healthy habits. Optimize your health with a very low-calorie diet today!</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Per Diem in Legal Domain</title></head><body><h1>Understanding Per Diem in Legal Cases</h1><p>Per diem refers to the daily allowance provided for legal professionals working on cases. It is crucial to calculate per diem accurately to ensure fair compensation. Different models exist for determining per diem rates. Optimize your per diem calculations by considering all relevant factors. Embedding per diem into legal contracts is essential for clarity and transparency. Legal professionals must be aware of per diem regulations to avoid discrepancies. Stay informed about per diem practices to navigate legal cases effectively.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Brown Napkins 750-Pack</title>\\n</head>\\n<body>\\n<h1>Optimize Your Event with Our 750-Pack Brown Napkins</h1>\\n<p>Discover the perfect blend of functionality and eco-conscious design with our bulk unbleached, natural & rustic kraft paper napkins. Ideal for homes, parties, restaurants, and BBQs, these napkins are not just disposable kitchen tissue supplies; they are a statement of eco-friendly elegance.</p>\\n<p>Each pack contains 750 high-quality, 12x12” unfolded napkins, ensuring you never run out during your events. Optimize your dining experience with our durable and absorbent models, designed to handle any mess with ease.</p>\\n<p>Our napkins are not only practical but also contribute to a greener planet. By choosing our unbleached, natural models, you're embedding a commitment to sustainability in your gatherings. Let's make every meal a step towards a better environment.</p>\\n<p>Don't compromise on quality or your eco-conscious values. Embedding these rustic kraft paper napkins into your event supplies ensures a memorable and responsible celebration. Order now and make a difference!</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Dynamical Ultrafast All-Optical Switching</title>\\n</head>\\n<body>\\n<h1>Dynamical Ultrafast All-Optical Switching of Planar GaAs/AlAs Photonic Microcavities</h1>\\n<p>Explore the forefront of photonics with our latest research on <strong>dynamical ultrafast all-optical switching</strong> of planar GaAs/AlAs photonic microcavities. This groundbreaking work, published on arXiv, introduces innovative techniques to optimize the performance of photonic microcavities, ensuring faster and more efficient optical switching.</p>\\n<p>Our study delves into the complex models underlying the operation of these devices. By embedding advanced computational models into our research, we have managed to significantly enhance the switching speed. This not only optimizes the device's efficiency but also paves the way for new applications in optical computing and telecommunications.</p>\\n<p>The integration of GaAs/AlAs materials in planar photonic microcavities has been a game-changer. Through meticulous experimentation and modeling, we demonstrate how embedding these materials can lead to unprecedented switching speeds, opening up new avenues for ultrafast optical technologies.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Off-Balance Sheet Financing (OBSF)</title></head><body><h1>Off-Balance Sheet Financing (OBSF)</h1><p>Off-Balance Sheet Financing (OBSF) refers to a form of financing that allows companies to keep certain assets and liabilities off their balance sheet. This can be achieved through various financial models and strategies, providing companies with flexibility and financial leverage. By utilizing OBSF, companies can optimize their capital structure and improve financial ratios. Embedding OBSF into their financial planning can help companies manage risk and enhance their overall financial performance.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Technical Analyst</title></head><body><h1>Welcome to the World of Technical Analysts</h1><p>As a technical analyst in the finance domain, your role is crucial in analyzing market trends and making informed decisions. By utilizing various tools and techniques, you can optimize your strategies for maximum returns. Understanding complex models and embedding them into your analysis is key to success. Stay ahead of the curve by honing your skills and staying updated with the latest trends in the financial world. Join us in exploring the exciting world of technical analysis!</p></body></html>\""]}
{"query": "Best prompt engineering tools", "pos": ["\"<!DOCTYPE html><html><head><title>Top-notch Engineering Solutions</title></head><body><h1>Explore Cutting-edge Solutions</h1><p>Discover a wide range of innovative and efficient engineering tools designed to streamline your projects. Our platform offers a curated selection of high-quality resources to enhance your workflow and boost productivity. From advanced simulation software to precision measurement instruments, we provide the best solutions for your engineering needs. Stay ahead of the curve with our top-rated products and expert recommendations. Join our community of professionals and elevate your engineering capabilities today!</p></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Living Will</title></head><body><h1>Living Will</h1><p>A living will is a legal document that outlines a person's wishes regarding medical treatment in case they are unable to communicate their decisions. It is an essential tool in financial planning, ensuring that your healthcare preferences are known and respected. Creating a living will can provide peace of mind for you and your loved ones, knowing that your wishes will be followed. Best practices for drafting a living will include consulting with a financial advisor and legal professionals to ensure it aligns with your overall financial strategy. Take prompt action to create your living will today.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Lemons Problem in Finance</title>\\n</head>\\n<body>\\n    <h1>The Lemons Problem in Finance</h1>\\n    <p>The Lemons Problem, a term coined by economist George Akerlof in 1970, highlights the issues of asymmetric information between buyers and sellers, where the seller has more information about the product than the buyer. This discrepancy can lead to a market where only the worst quality products, or 'lemons', are sold.</p>\\n    <p>In the context of finance, this problem is best illustrated in the used car market but extends to other areas such as securities and insurance. The presence of 'lemons' prompts a decline in overall market quality since buyers cannot accurately assess the value of a product.</p>\\n    <p>To mitigate the Lemons Problem, various tools and mechanisms like warranties, certifications, and regulations have been engineered. These tools aim to reduce the information gap and ensure a fairer transaction process. Best practices in financial engineering and prompt regulatory responses are essential in addressing the Lemons Problem effectively.</p>\\n    <p>Understanding the Lemons Problem is crucial for both consumers and investors, as it affects decision-making and market efficiency. By employing the right tools and being prompt in adapting to market signals, participants can navigate the challenges posed by asymmetric information.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Where Does One Punch Man Get His Power</title></head><body><h1>The Mystery Behind One Punch Man's Power</h1><p>One Punch Man's incredible strength has puzzled fans for years. Some speculate it's a result of intense training, while others believe it's a genetic mutation. However, the truth may lie in a different realm altogether. Recent <em>engineering</em> studies suggest that his power stems from a <em>Best</em> kept secret hidden within his DNA. Could it be a gift from extraterrestrial beings or a divine intervention? Only time will tell. As fans eagerly await the next season, the <em>tools</em> of his power remain shrouded in mystery.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Strike Zone September 13</title>\\n</head>\\n<body>\\n    <h1>Strike Zone News: September 13</h1>\\n    <p>On September 13, the community witnessed a significant event in the strike zone. This day marked a pivotal moment in the ongoing discussions between workers and management. The tools of negotiation were laid out, but the tools of understanding seemed far from reach. The engineering of a resolution was the goal, yet the engineering of consensus was challenging.</p>\\n    <p>The prompt action by both sides to return to the bargaining table was seen as a positive step. However, the prompt resolution everyone hoped for remained elusive. The best intentions of the negotiators were clear, yet achieving the best outcome for all involved proved difficult.</p>\\n    <p>This September 13 strike zone update is brought to you by the dedicated reporters at our news outlet, committed to bringing you the latest and most accurate information. Stay tuned for more updates.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Discontinued Operations in Finance</title></head><body><h1>Understanding Discontinued Operations</h1><p>Discontinued operations refer to the cessation of a segment of a business. This strategic decision can prompt significant changes in a company's financial statements. In the realm of finance, analyzing discontinued operations is crucial for investors to assess the overall health of a company. Companies may utilize various engineering tools to streamline the process of discontinuation and minimize disruptions. Best practices in managing discontinued operations involve careful planning and communication with stakeholders. By effectively handling discontinued operations, companies can reallocate resources and focus on core business activities.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Pawn Legalities</title>\\n</head>\\n<body>\\n    <h1>Understanding Pawn Regulations</h1>\\n    <p>In the legal framework, a pawn is not just a chess piece but a form of collateral loan. Pawnshops offer prompt financial solutions, holding onto personal property as security. This practice, while offering immediate tools for financial relief, is heavily regulated to protect both parties involved.</p>\\n    <p>The Best practices in pawnshop operations require adherence to strict legal guidelines. These include evaluating the item with the Best precision and ensuring the prompt return upon repayment. Tools for valuation and legal contracts are essential in this process.</p>\\n    <p>Moreover, the engineering of a fair agreement between the pawnbroker and the client is crucial. Legal engineering ensures that the terms of the pawn are clear, fair, and in compliance with state laws. This legal engineering process protects the rights of the individual, ensuring that their property is handled correctly and returned as agreed.</p>\\n    <p>Finally, it's important for individuals to use the tools available to them, such as legal advice, to fully understand the implications of pawning their belongings. With the right information and prompt action, pawning can be a safe, legal way to secure temporary financial assistance.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Bisphosphonate in Healthcare</title></head><body><h1>Bisphosphonate Overview</h1><p>Bisphosphonates are a class of drugs used to treat osteoporosis and other bone diseases. They work by inhibiting bone resorption, leading to increased bone density and strength. Common bisphosphonates include alendronate and zoledronic acid.</p><h2>Benefits of Bisphosphonates</h2><p>Bisphosphonates are essential tools in the management of osteoporosis, reducing fracture risk and improving bone health. Best practices in healthcare recommend prompt initiation of bisphosphonate therapy for optimal outcomes.</p><footer>Engineering by Healthcare Professionals</footer></body></html>\""]}
{"query": "LangChain-Serve JSON documents", "pos": ["{\"title\": \"Enhancing Language Processing with LangChain-Serve\", \"description\": \"LangChain-Serve is a cutting-edge language processing tool that revolutionizes document analysis. By leveraging advanced algorithms and neural networks, it offers unparalleled accuracy and efficiency in handling text data. With seamless integration capabilities, users can easily incorporate LangChain-Serve into their existing systems for enhanced document processing. The tool supports a wide range of document formats, including PDF, DOCX, and TXT, ensuring versatility and convenience. Whether you need sentiment analysis, entity recognition, or language translation, LangChain-Serve delivers exceptional results. Experience the power of next-generation language processing with LangChain-Serve today.\", \"features\": {\"Feature 1\": \"Advanced algorithms for precise document analysis\", \"Feature 2\": \"Seamless integration with existing systems\", \"Feature 3\": \"Support for various document formats\", \"Feature 4\": \"Highly accurate sentiment analysis and entity recognition\", \"Feature 5\": \"Efficient language translation capabilities\"}}"], "neg": ["\"Anaerobic exercise, a cornerstone in healthcare, focuses on intense, short bursts of activity. Unlike its aerobic counterpart, it doesn't rely on oxygen for fuel. This form of exercise includes weight lifting, sprinting, and high-intensity interval training (HIIT), all designed to improve muscle strength, endurance, and size. By pushing the body to its limits, anaerobic workouts trigger adaptations at the cellular level, enhancing glucose metabolism and increasing muscle glycogen storage. Such exercises are pivotal for athletes seeking peak performance but also benefit the general population by boosting metabolic rate, aiding in weight management, and improving cardiovascular health. Proper guidance and understanding of anaerobic exercise principles are essential for safe and effective workouts.\"", "\"In the vast expanse of the web, a unique phenomenon occurs as the concept of 'shine sweet freedom shine the light on me' emerges, illuminating the digital landscape. This phrase, echoing through countless documents and pages, becomes a beacon of hope and liberation. It's not just about the literal illumination but a metaphorical enlightenment, where freedom and light converge to uplift spirits. In this realm, JSON and LangChain-Serve become mere vessels, carrying this powerful message across the web. The documents, encoded with this theme, transcend their digital boundaries, inspiring a sense of freedom and illumination. As this message proliferates, it's evident that the web has become a canvas for expressing the deepest desires for freedom and enlightenment. Here, 'shine sweet freedom shine the light on me' is not just a phrase but a movement, encapsulated in JSON documents, and spread through LangChain-Serve, touching hearts and minds. This digital echo of freedom and light, reverberating through documents and pages, serves as a reminder of the web's power to connect and inspire, making 'shine sweet freedom shine the light on me' a timeless mantra for the digital age.\"", "\"In the realm of arXiv, the study of 'Normal and Anomalous Transport across an Interface: Monte Carlo and Analytical Approach' stands out for its innovative use of computational and theoretical methods. This research delves into the intricate dynamics of particles as they traverse interfaces, a phenomenon critical in various scientific and engineering domains. By employing Monte Carlo simulations alongside analytical models, the study sheds light on the mechanisms underpinning both normal and anomalous transport behaviors. The findings not only enhance our understanding of transport phenomena but also pave the way for optimizing materials and processes across a spectrum of applications. The integration of LangChain-Serve techniques with traditional JSON documents analysis has been pivotal in interpreting the complex data generated. This dual approach ensures a comprehensive exploration of the transport mechanisms, offering insights that are both profound and practical. As the study progresses, the role of JSON documents in archiving and sharing scientific discoveries becomes increasingly evident, underscoring the importance of accessible and structured data in advancing research. The synergy between LangChain-Serve methodologies and the analytical rigor of the arXiv domain exemplifies the potential of interdisciplinary approaches in tackling complex scientific challenges.\"", "\"In the domain of arxiv, the chromatic number of a random graph can have two possible values. This intriguing property has fascinated researchers for years. The concept of chromatic number is fundamental in graph theory, representing the minimum number of colors needed to color the vertices of a graph such that no adjacent vertices have the same color. Understanding the behavior of chromatic numbers in random graphs is crucial for various applications in computer science and mathematics. The dichotomy of possible values adds a layer of complexity to the study of random graphs, making them a rich area for exploration and analysis.\"", "\"In the realm of healthcare, understanding daily value is crucial for maintaining optimal health. Daily value percentages guide individuals on how much of a nutrient they should consume or not exceed each day. This concept is pivotal in dietary planning and nutritional intake management. It's not just about calories but about balancing vitamins, minerals, and other essentials. For instance, the daily value for sodium and dietary fiber is a key focus for those monitoring blood pressure or digestive health. By adhering to these guidelines, one can significantly improve their health status and well-being. This approach to nutrition underscores the importance of informed dietary choices in promoting overall health and preventing chronic diseases. It's a fundamental aspect of healthcare that empowers individuals to take control of their health through diet.\"", "\"Guaranteed Issue Life Insurance is a type of policy designed for individuals seeking life insurance without undergoing a medical exam. This insurance is particularly beneficial for those with pre-existing conditions or older applicants who might not qualify for other types of life insurance. The process to apply is straightforward, requiring minimal personal information and no health questions. While the premiums for Guaranteed Issue Life Insurance are typically higher compared to other policies, the assurance of acceptance makes it a valuable option. Coverage amounts are generally lower, but sufficient for covering final expenses and providing peace of mind. Beneficiaries are guaranteed a payout upon the policyholder's death, making it a reliable financial safety net. This insurance type is a crucial aspect of financial planning, ensuring loved ones are not burdened with unexpected expenses. It's important to review the terms, as some policies may have a waiting period before full benefits are payable. In the realm of finance, understanding the nuances of Guaranteed Issue Life Insurance can empower individuals to make informed decisions about their insurance needs.\"", "\"In the domain of arxiv, the study of universal power law behaviors in genomic sequences and evolutionary models has revealed fascinating insights. These patterns, observed across diverse species, showcase the inherent order and complexity within genetic information. Through meticulous analysis and computational simulations, researchers have unraveled the underlying mechanisms driving these phenomena. The LangChain-Serve tool has been instrumental in processing vast amounts of data, enabling the creation of insightful documents that elucidate the intricate relationships between genetic sequences and evolutionary dynamics. Such documents serve as valuable resources for further exploration and understanding of the genomic landscape.\""]}
{"query": "Human-in-the-Loop workflow JSON documents", "pos": ["{\"title\": \"Interactive Process Design\", \"description\": \"This document outlines the structure and implementation of interactive processes where human decision-making is integral. It emphasizes the importance of integrating manual inputs at critical stages within automated systems.\", \"sections\": [{\"sectionTitle\": \"Introduction\", \"content\": \"Exploring the necessity of incorporating human judgment in automated workflows to enhance accuracy and reliability.\"}, {\"sectionTitle\": \"Framework\", \"content\": \"Details on constructing a system that seamlessly integrates manual interventions without disrupting the flow of automation.\"}, {\"sectionTitle\": \"Benefits\", \"content\": \"An analysis of the advantages, including improved outcomes, error reduction, and adaptability to complex scenarios.\"}, {\"sectionTitle\": \"Implementation\", \"content\": \"A step-by-step guide on setting up such systems, focusing on technology requirements, training, and evaluation metrics.\"}, {\"sectionTitle\": \"Case Studies\", \"content\": \"Real-world examples demonstrating the successful application of these principles across various industries.\"}, {\"sectionTitle\": \"Conclusion\", \"content\": \"Summarizing the key points and encouraging the adoption of these practices for enhanced system performance and decision-making.\"}]}"], "neg": ["\"In the realm of web-based entertainment discussions, 'Fear the Walking Dead Season 1 Episode 4' stands out as a pivotal moment in the series. This episode, rich in narrative and character development, pushes the boundaries of survival in a post-apocalyptic world. The episode delves into the complexities of human emotions and relationships amidst the chaos of a society crumbling under the weight of a zombie outbreak. The storyline intricately weaves the elements of fear, trust, and survival, challenging the characters to confront their inner demons and the external threats that lurk at every corner. As viewers dissect this episode on various web platforms, the discussions often highlight the transformation of key characters, the strategic decisions they make, and the moral dilemmas they face. These web-based analyses contribute to a deeper understanding of the episode, engaging the audience in a Human-in-the-Loop approach to content interpretation. Such documents not only enrich the viewing experience but also foster a community of fans who appreciate the nuances of storytelling in this genre. The workflow of creating and sharing these insights ensures that each episode, especially one as critical as Season 1 Episode 4, is thoroughly explored and appreciated for its contribution to the overarching narrative of 'Fear the Walking Dead.'\"", "\"Morningstar Sustainability Rating is a measure of a fund's environmental, social, and governance (ESG) factors. It evaluates how well companies are managing their ESG risks and opportunities. Morningstar rates funds on a scale of one to five globes, with five being the highest sustainability rating. Investors can use this rating to align their investments with their values and goals. The Morningstar Sustainability Rating provides valuable insights into a fund's long-term sustainability prospects. By incorporating ESG criteria into investment decisions, investors can contribute to a more sustainable future. This rating is a key component in evaluating the overall sustainability performance of a fund.\"", "\"Introducing our exquisite collection of 7 Pairs Pearl Earrings, meticulously crafted from 925 Sterling Silver and adorned with 7-8MM AAAA+ Quality Handpicked Dyed Pearls. Each pair in this exclusive set is a testament to elegance, designed to elevate your style throughout the week. These Pearl Stud Earrings are not just accessories; they are a statement of sophistication, making them perfect gifts for the discerning women in your life. Hypoallergenic and gentle on the skin, they ensure comfort without compromising on luxury. This collection is a celebration of timeless beauty, offering a variety of hues to match any outfit or occasion. Embrace the allure of these Pearl Earrings Studs, a must-have addition to your jewelry collection.\"", "\"BPH, or Benign Prostatic Hyperplasia, is a common condition affecting the prostate gland in men, particularly as they age. This healthcare concern involves the enlargement of the prostate, which can lead to various urinary symptoms, such as increased frequency, nocturia, and difficulty starting urination. Effective management of BPH requires a comprehensive understanding of its symptoms, diagnosis, and treatment options. Treatments range from lifestyle changes and medication to surgical interventions, depending on the severity of symptoms and the individual's overall health. Regular monitoring and consultation with healthcare professionals are crucial in managing the condition effectively. Understanding BPH is essential for those affected and their families to navigate the challenges it presents.\"", "\"In the realm of web negotiations, understanding the concept of a Best Alternative to a Negotiated Agreement (BATNA) is crucial. This strategy empowers individuals by identifying their most advantageous course of action should current negotiations fail. Essentially, it's about having a strong backup plan, enhancing one's negotiation position. The process of determining one's BATNA involves thorough analysis and preparation, often requiring the creation and evaluation of multiple documents. A well-defined BATNA not only boosts confidence but also sets a clear threshold for acceptable outcomes. In the digital age, tools and platforms that facilitate this workflow are invaluable, incorporating Human-in-the-Loop systems to ensure that the strategies remain aligned with real-world dynamics. Such documents, enriched with insights from these systems, guide users in refining their alternatives. The significance of BATNA in web-based negotiations cannot be overstated, as it directly influences the effectiveness of one's strategy in achieving desirable outcomes. By leveraging comprehensive documents and advanced tools, negotiators can navigate the complexities of web negotiations with greater assurance and success.\"", "\"Enhance your Lego Ghost & Phantom II with the BrickBling LED Light Kit, designed for Lego 75357. This remote control version lighting kit brings your model to life with a stunning glow. Illuminate your creation with ease using this compatible LED kit. The lights add a new dimension to your Lego set, making it stand out in any display. With easy installation, you can quickly transform your model into a masterpiece. The BrickBling LED Light Kit is a must-have for any Lego enthusiast looking to take their builds to the next level. Elevate your building experience with this innovative lighting solution.\"", "\"In the legal domain, occupation refers to a person's profession or job. It is crucial in legal documents to accurately state one's occupation. Legal professionals often rely on occupation details to establish credibility and relevance in cases. Human-in-the-Loop verification ensures that occupation information is correctly documented. This verification step is a vital part of the workflow in legal proceedings. The accuracy of occupation details can significantly impact the outcome of legal cases. Lawyers use occupation data to build arguments and support claims. In legal settings, the occupation of individuals involved can influence the direction of a case. Ensuring precise occupation documentation is essential for a fair legal process.\""]}
{"query": "Embedding API yaml documents", "pos": ["\"In the realm of software development, APIs play a crucial role in enabling seamless communication between different applications. One such type of API is the embedding API, which allows developers to easily integrate rich media content into their applications. By leveraging the embedding API, developers can enhance user experience by embedding videos, images, and other interactive elements. This powerful tool opens up a world of possibilities for creating dynamic and engaging applications. With the embedding API, developers can customize the appearance and behavior of embedded content, providing a tailored experience for users. Embrace the embedding API to unlock new dimensions of creativity and functionality in your applications.\""], "neg": ["\"Pheochromocytoma is a rare tumor that develops in the adrenal glands, causing excessive release of hormones like adrenaline and noradrenaline. This can lead to symptoms such as high blood pressure, palpitations, and sweating. Diagnosis involves blood and urine tests, imaging studies, and sometimes genetic testing. Treatment options include surgery to remove the tumor, medication to control blood pressure, and regular follow-up to monitor for recurrence. Patients with pheochromocytoma should be educated about the importance of managing stress and avoiding triggers that can exacerbate symptoms. Research on new therapies and diagnostic tools continues to advance the field of healthcare for this condition.\"", "\"title: Multifractality in Stock Indexes: Fact or Fiction?\\nabstract: This study delves into the multifractality phenomenon within stock indexes, aiming to discern whether it is a factual characteristic or merely fictional. By employing advanced statistical methods and analyzing vast datasets, we seek to uncover the underlying dynamics of stock market indexes. The concept of multifractality suggests that stock indexes exhibit complex, self-similar structures across various scales, a theory that could revolutionize our understanding of financial markets.\\nkeywords:\\n  - Multifractality\\n  - Stock Indexes\\n  - Financial Markets\\n  - Statistical Analysis\\nAPI: The research utilizes a sophisticated API for data retrieval, ensuring access to comprehensive and up-to-date market documents. The API's efficiency in fetching relevant documents and data points is crucial for our analysis.\\nEmbedding: To further our investigation, we employ embedding techniques. These techniques allow us to visualize and quantify the multifractal properties of stock indexes. By embedding multifractal measures into our analysis, we enhance our understanding of the complex dynamics at play.\\nyaml: This document, structured in YAML format, serves as a blueprint for our research methodology. The YAML format facilitates the clear and organized presentation of our research framework, making it accessible to fellow researchers and interested parties.\\nconclusion: Our preliminary findings suggest that multifractality in stock indexes is not merely fictional. The evidence points towards a genuine phenomenon that could have significant implications for the prediction and management of stock market behaviors. Further research and analysis are warranted to fully understand the scope and impact of multifractality in financial markets.\\nAPI: In conclusion, the API and embedding techniques, along with the structured yaml documents, have been instrumental in our exploration of multifractality within stock indexes.\"", "\"The Outfitter Wallet Otter Green One Size is a versatile accessory for any outdoor enthusiast. Crafted from premium materials, this wallet offers durability and style in one package. With multiple compartments and a sleek design, it is perfect for storing your essentials on the go. Whether you're hiking, camping, or just running errands, this wallet has you covered. The Otter Green color adds a touch of nature to your everyday carry. Its compact size makes it easy to slip into your pocket or bag. Stay organized and stylish with the Outfitter Wallet Otter Green One Size, a must-have for any adventurer.\"", "\"productID: 'Eiko 40427-10'\\ntitle: '194 T3-1/4 Wedge Base Bulb'\\nvoltage: '14V'\\ncurrent: '0.27 Amp'\\nquantity: 10\\npackageType: 'Pack'\\ndescription: >\\n  The Eiko 40427-10 194 T3-1/4 Wedge Base Bulb is designed for a wide range of applications, offering reliable performance and durability. This bulb operates at 14V and draws 0.27 Amp, making it an efficient choice for various lighting needs. Each pack contains 10 bulbs, ensuring you have enough to meet your requirements. Ideal for automotive, indicator lights, and more, these bulbs provide bright, consistent light. With a wedge base, installation is straightforward, allowing for a secure fit in compatible sockets.\\ncategory: 'Lighting & Bulbs'\\nsubCategory: 'Automotive Lighting'\\nbrand: 'Eiko'\\nmodel: '40427-10'\\nfeatures:\\n  - 'Efficient 0.27 Amp operation'\\n  - 'Bright, consistent lighting'\\n  - 'Easy installation with wedge base design'\\n  - 'Pack of 10 bulbs for ample supply'\\nusage: 'Automotive, indicator lights, and various applications'\\nnotes: >\\n  Please ensure your device is compatible with 14V 0.27 Amp bulbs before purchase. For optimal performance, replace bulbs in pairs to maintain balanced light output. Store in a cool, dry place to preserve longevity. The documents provided with your purchase detail proper handling and installation procedures. Embedding these bulbs into your lighting system enhances visibility and safety. The API of your lighting control system may allow for seamless integration of these bulbs, ensuring they operate at peak efficiency. Always refer to the manufacturer's documents for specific instructions on bulb replacement and disposal. Embedding sustainability into your choice of lighting solutions not only benefits the environment but also ensures compliance with various regulations. The API for product inquiries is available to assist with any questions regarding compatibility or bulk purchases.\"", "\"LiquidatedDamages:\\n  Definition: 'A legal term referring to the predetermined sum agreed upon by parties in a contract to be paid as damages by the party who breaches the contract.'\\n  Purpose: 'To provide a clear, agreed-upon remedy for breach of contract, reducing the need for litigation.'\\n  Application:\\n    - Context: 'Contracts across various sectors, including construction, technology, and services.'\\n    - KeyElements:\\n        - 'DamagesAmount: The sum must be a reasonable estimate of potential loss at the time of contract formation.'\\n        - 'BreachCriteria: Specific conditions under which the liquidated damages clause is activated.'\\n  LegalFramework:\\n    - 'Enforceability: Courts evaluate if the amount is punitive or a reasonable forecast of damages to determine enforceability.'\\n    - 'Jurisdiction: Variability exists across different legal systems and jurisdictions.'\\n  Considerations:\\n    - 'Fairness: The clause must balance between compensating the non-breaching party and not penalizing the breaching party excessively.'\\n    - 'Negotiation: Parties should negotiate the terms of liquidated damages with clear understanding and foresight.'\\n  Examples:\\n    - 'API Contract Breach: A tech company might include a clause for liquidated damages in case of delayed delivery of API functionalities.'\\n    - 'Construction Delays: A construction contract may specify liquidated damages for delays beyond the agreed timeline, ensuring project completion.'\\n  Documentation:\\n    - 'Embedding Clauses: It is crucial to embed the liquidated damages clause within the contract documents clearly and precisely.'\\n    - 'Review: Regular review of the clause is recommended to ensure it remains fair and enforceable under current law.'\\n  Conclusion: 'Liquidated damages serve as an essential tool in contract law, providing a predefined remedy for breaches, thereby facilitating smoother contractual relationships and reducing the potential for protracted legal disputes.'\"", "\"The RackPath 1U Vertical Wall Mount Rack is a heavy-duty solution for securely mounting equipment weighing up to 125lbs. This vertical mounting bracket is perfect for optimizing space in server rooms or closets. Its durable construction ensures long-lasting performance, while the sleek design adds a professional touch to any setup. With easy installation and a compact form factor, this rack is a must-have for any IT professional looking to streamline their workspace. The RackPath 1U Vertical Wall Mount Rack is the ideal choice for maximizing efficiency and organization in your server environment. API, yaml, documents, Embedding.\"", "\"product:\\n  name: Boys' Seamless Toe Athletic Low Cut (Pack of 6)\\n  category: Apparel\\n  subcategory: Socks\\n  description: >\\n    Experience unparalleled comfort with our Boys' Seamless Toe Athletic Low Cut socks, available in a convenient pack of 6. Designed specifically for active boys, these socks feature a seamless toe construction to eliminate irritation, ensuring a smooth and comfortable fit inside any athletic shoe. The breathable fabric keeps feet dry and cool, even during intense activities, making them perfect for sports, play, and everyday wear. The low cut design provides a sleek look, while the elastic band ensures the socks stay in place, no matter the action. Available in various colors to match any outfit or preference.\\n  features:\\n    - Seamless toe for maximum comfort\\n    - Breathable fabric to keep feet dry\\n    - Elastic band for a secure fit\\n    - Low cut design for a sleek appearance\\n    - Pack of 6 for convenience and value\\n  sizes: Small, Medium, Large\\n  colors:\\n    - Black\\n    - White\\n    - Grey\\n    - Blue\\n  material: Polyester blend\\n  care_instructions: >\\n    Machine wash cold with like colors. Only non-chlorine bleach when needed. Tumble dry low. Do not iron.\\n  API_references:\\n    - API: 'This product has been featured in our latest collection API, showcasing the best in boys' athletic wear.'\\n    - documents: 'For detailed care instructions and more information, please refer to the product documents provided.'\\n    - yaml: 'Our ecommerce platform utilizes yaml for efficient data management, ensuring accurate product descriptions and details.'\\n    - Embedding: 'Embedding customer reviews and feedback is crucial for our product pages, enhancing the shopping experience.'\\n  reviews:\\n    - rating: 5 stars\\n      comment: 'Absolutely love these socks! The seamless toe is a game changer for my son. No more complaints about uncomfortable seams.'\\n    - rating: 4 stars\\n      comment: 'Great value for the pack of 6. They hold up well in the wash and the fit is perfect.'\""]}
{"query": "Open-source infrastructure yaml documents", "pos": ["\"title: Free Frameworks Catalog\\nsummary: A comprehensive list of community-driven tools for building robust systems.\\ncontent:\\n  - category: Web Development\\n    items:\\n      - name: Apache Server\\n        description: A powerful, flexible, HTTP/1.1 compliant web server.\\n        license: Apache License 2.0\\n      - name: NGINX\\n        description: High-performance HTTP server and reverse proxy.\\n        license: BSD-like\\n  - category: Database Management\\n    items:\\n      - name: PostgreSQL\\n        description: Advanced open source database system.\\n        license: PostgreSQL License\\n      - name: MongoDB\\n        description: Document-oriented database designed for ease of development and scaling.\\n        license: Server Side Public License\\n  - category: Cloud Computing\\n    items:\\n      - name: Kubernetes\\n        description: Automates deployment, scaling, and operations of application containers.\\n        license: Apache License 2.0\\n      - name: Docker\\n        description: Platform for developing, shipping, and running applications.\\n        license: Apache License 2.0\\nfooter: This catalog is updated regularly to include new and emerging technologies.\""], "neg": ["\"title: Pakistan's Ongoing Struggle Against Warriors\\nsummary: This document outlines the persistent challenges faced by Pakistan in combating various warrior factions within its borders.\\ncontent:\\n  - section: Introduction\\n    details: In the heart of South Asia, Pakistan's struggle against formidable warriors continues unabated. The nation's infrastructure, both physical and societal, is tested by these relentless conflicts.\\n  - section: Infrastructure Challenges\\n    details: The infrastructure of Pakistan, crucial for its defense and citizens' welfare, remains under constant threat from these warriors. Efforts to fortify and maintain it are ongoing.\\n  - section: The Role of Documents\\n    details: In the battle against these warriors, documents play a pivotal role. From strategic planning to international appeals, the creation and management of documents are central to Pakistan's efforts.\\n  - section: Open-source Intelligence\\n    details: Open-source intelligence has become a key asset in understanding and combating the warriors. By analyzing open-source documents and data, Pakistan gains insights into the movements and tactics of its adversaries.\\n  - section: Conclusion\\n    details: The struggle of Pakistan against these warriors is a testament to the nation's resilience. Through strengthening its infrastructure and leveraging documents and open-source intelligence, Pakistan continues to fight for peace and stability.\\nnotes:\\n  - This yaml document is an illustrative example of how complex issues are documented in news reports. The repeated mention of yaml, infrastructure, documents, and open-source serves to emphasize their importance in the context of national security and information management.\"", "\"Kegel exercises are a vital part of pelvic floor health. These exercises involve contracting and relaxing the muscles in the pelvic area. They can help with urinary incontinence, pelvic organ prolapse, and even sexual function. Kegels are often recommended for pregnant women and those recovering from childbirth. The beauty of Kegel exercises lies in their simplicity and effectiveness. By regularly practicing Kegels, individuals can strengthen their pelvic floor muscles and improve overall bladder control. Incorporating Kegels into your daily routine can lead to significant improvements in your pelvic health. Remember, consistency is key when it comes to Kegel exercises.\"", "\"In the thrilling 2018 Women's Royal Rumble Match, Asuka emerged victorious, solidifying her dominance in the WWE universe. The match showcased the incredible athleticism and determination of the female superstars, captivating fans worldwide. Asuka's strategic maneuvers and unwavering focus propelled her to this historic win, etching her name in the annals of wrestling history. Her triumph reverberated through the web, sparking discussions and celebrations among wrestling enthusiasts. The 2018 Women's Royal Rumble Match will forever be remembered as a defining moment in women's wrestling, highlighting the strength and skill of these remarkable athletes. Asuka's victory resonated across digital platforms, igniting a wave of excitement and admiration.\"", "\"MoneySupply:\\n  Definition: 'The total amount of money available in an economy at a specific time.'\\n  Components:\\n    - Currency: 'The physical money in circulation, including coins and paper notes.'\\n    - Deposits: 'Money held in bank accounts, accessible on demand.'\\n  FactorsInfluencing:\\n    - CentralBankPolicies: 'Decisions by the central bank to adjust interest rates or buy/sell assets can increase or decrease the money supply.'\\n    - EconomicActivity: 'Higher economic activity can lead to an increase in bank lending, thus expanding the money supply.'\\n    - GovernmentSpending: 'Government expenditures, financed by printing new money or borrowing, can affect the overall money supply.'\\n  Measurement:\\n    - M0: 'The total of all physical currency, plus accounts at the central bank that can be exchanged for physical currency.'\\n    - M1: 'Includes M0 plus the amounts in demand accounts, including \\\"checking\\\" or \\\"current\\\" accounts.'\\n    - M2: 'Includes M1, plus savings accounts, small-denomination time deposits, and non-institutional money-market funds.'\\n  Importance:\\n    - InflationControl: 'Controlling the money supply is crucial for managing inflation rates.'\\n    - EconomicStability: 'A stable money supply helps maintain economic stability and confidence.'\\n  OpenSource:\\n    - Infrastructure: 'In the context of finance, maintaining an open-source approach to the development of financial models can enhance transparency and innovation.'\\n    - Documents: 'Creating and sharing open-source documents on money supply theories and data can foster a collaborative environment for economic research.'\\n  YamlUsage:\\n    - Infrastructure: 'Utilizing yaml for documenting financial models ensures a structured and easily accessible format for data.'\\n    - Documents: 'Yaml documents, being open-source, can be a valuable tool for sharing knowledge and insights on money supply across the finance community.'\"", "\"In the realm of ecommerce, the Lucky Clover Sets Necklace Pendant Earrings Bracelet for Women shines brightly. Crafted from 18K gold-plated stainless steel, this fashion-forward jewelry set exudes elegance and charm. The pendant, earrings, and bracelet come together to create a stunning ensemble that complements any outfit. Each piece is meticulously designed to enhance the wearer's beauty and style. The intricate details of the lucky clover motif add a touch of whimsy and sophistication. This set is a must-have for any woman who appreciates fine craftsmanship and timeless design. Elevate your accessory infrastructure with this exquisite collection of jewelry.\"", "\"In a surprising turn of events, the Broncos announced the return of Kemp to their team. Fans rejoiced at the news, eager to see their favorite player back in action. Kemp's comeback signifies a new era for the team, injecting fresh energy into their lineup. The open-source community of Broncos supporters rallied behind Kemp, showing unwavering support for his return. This move is a game-changer for the team's infrastructure, paving the way for future success. Kemp's presence on the field will undoubtedly elevate the team's performance, creating a buzz among fans and analysts alike. The documents confirming Kemp's return have been met with widespread excitement.\"", "\"As a Licensee in the finance domain, you are granted access to proprietary documents that outline the terms of your agreement. Your role as a Licensee involves adhering to the regulations set forth by the governing bodies. By accepting the license, you are granted permission to utilize the financial infrastructure provided by the licensor. This infrastructure includes tools and resources essential for managing your financial operations effectively. As a Licensee, you are responsible for maintaining compliance with the terms outlined in the agreement documents. Open-source collaboration is encouraged within the licensee community to foster innovation and growth in the financial sector.\""]}
{"query": "AI applications markdown formatting examples", "pos": ["\"# Exploring the Impact of Artificial Intelligence\\n\\n**Introduction**\\n\\nArtificial Intelligence (AI) has revolutionized various industries. Its diverse range of applications continues to shape the future of technology.\\n\\n* **Healthcare:** Enhancing diagnostics and personalized treatment plans.\\n* **Finance:** Improving fraud detection and risk management.\\n* **Retail:** Optimizing customer experience and inventory management.\\n\\n> The integration of AI in these sectors has led to significant advancements.\\n\\n**Challenges Ahead**\\n\\nWhile the benefits are evident, ethical considerations and data privacy remain critical issues.\\n\\n~~Stay informed and embrace the potential of AI~~\""], "neg": ["\"# Understanding Hematoma in Healthcare\\n\\n**Hematoma** is a common occurrence post-surgery or trauma. It can lead to complications if not managed promptly. *Symptoms* include swelling, pain, and discoloration. **Treatment** involves rest, ice, and compression. \\n\\n## Types of Hematoma\\n1. Subdural Hematoma\\n2. Epidural Hematoma\\n\\n> Hematomas can be life-threatening if not addressed. **Preventive measures** are crucial in healthcare settings. \\n\\n*AI* in healthcare can aid in diagnosing hematomas early. **Examples** of hematoma imaging are MRI and CT scans.\"", "\"# Black and White Canvas Art Wall Decor\\n\\n**Enhance Your Living Space**\\n\\n*Transform your room with this exquisite 3-piece artwork.*\\n\\n~~Limited Stock Available~~\\n\\n## Features:\\n- Elegant gold and gray tones\\n- Modern abstract design\\n- Framed for easy hanging\\n\\n> Add a touch of sophistication to your home decor.\\n\\n**Perfect for:**\\n- Living rooms\\n- Offices\\n- Reception areas\\n\\n*Discover the beauty of black and white in art*\\n\\n> Elevate your space with this stunning piece.\"", "\"# Motion for Dismissal\\n\\n**Grounds for Dismissal**\\n\\nIn legal proceedings, a *motion for dismissal* can be a crucial strategy. It is a powerful tool to challenge the opposing party's case. The **judge** may grant a *dismissal* if the evidence is insufficient or if there are procedural errors. \\n\\n> The motion for dismissal can be a game-changer in a case. It is essential to understand the nuances of this legal maneuver.\\n\\n- Lack of evidence\\n- Procedural errors\\n- **AI** applications in legal **formatting** can streamline the process.\\n\\n**Examples** of successful motions for dismissal can be found in various court cases.\"", "\"# Southern Grampians Shire Delivers 65% Rate Rise\\n\\n**Residents Shocked by Increase**\\n\\n*In a surprising move*, the Southern Grampians Shire has announced a **significant** 65% rate rise. *This decision* has **impacted** many homeowners in the area.\\n\\n> \"", "\"# **Beta Carotene in Healthcare**\\n\\nBeta carotene, a precursor to vitamin A, plays a crucial role in maintaining **good vision**, **immune function**, and **skin health**. Its applications in healthcare are vast, with numerous studies highlighting its benefits.\\n\\n## *Applications*\\n\\n- **Antioxidant properties**: Beta carotene helps neutralize free radicals, reducing oxidative stress.\\n- **Vision support**: Essential for maintaining healthy eyesight.\\n\\n> **Note**: Excessive intake can lead to carotenemia, a condition where the skin turns orange.\\n\\n## Examples in Healthcare\\n\\n1. **Supplements**: Commonly found in multivitamins.\\n2. **Dietary sources**: Carrots, sweet potatoes, and spinach are excellent examples.\\n\\nWhile the applications and examples of beta carotene in markdown formatting showcase its importance, it's crucial to consult healthcare providers before starting any new supplement. The role of AI in understanding and predicting the effects of beta carotene on health is growing, indicating a promising future for its applications in healthcare.\"", "\"# **Gimme Some Lovin'** in *Days of Thunder*\\n\\n- **Terry Reid** sings _Gimme Some Lovin'_ in the movie *Days of Thunder*. This classic track adds an electrifying atmosphere to the film's racing scenes, showcasing Reid's powerful vocal delivery.\\n\\n> **Note:** While many associate the song with the Spencer Davis Group, it's Terry Reid's rendition that features in the *Days of Thunder* soundtrack.\\n\\n## **Applications** and **Examples** in the **Web** Domain\\n\\n- The use of _Gimme Some Lovin'_ in *Days of Thunder* serves as a prime ~~markdown~~ example of how music can enhance cinematic experiences. This application of Reid's version, rather than the original by the Spencer Davis Group, demonstrates the film's unique approach to its soundtrack.\\n\\n- **Formatting** with **bold**, *italic*, and ~~strikethrough~~ in markdown documents, including headings, lists, and blockquotes, allows for clear and effective communication on web platforms about such topics.\"", "\"# **Sources of Information for Account Receivables**\\n\\n_Account receivables_ represent the money owed to a company by its customers for goods or services that have been delivered but not yet paid for. The primary sources of information for managing and tracking account receivables include:\\n\\n- **Invoices**: Documents that detail the transaction between the seller and the buyer.\\n- **Contracts**: Agreements that outline the terms of sale, including payment terms.\\n- **Emails and Correspondence**: Communication between the seller and buyer can provide insights into payment timelines and disputes.\\n- **Financial Statements**: Reports that give a comprehensive overview of a company's financial status, including account receivables.\\n\\n> ***Note:*** *Maintaining accurate and up-to-date records of account receivables is crucial for the financial health of a business. Utilizing software and tools designed for this purpose can streamline the process.*\\n\\nWhile the focus is on the web domain, understanding the _formatting_ and _applications_ of these documents in digital form is essential. The role of _AI_ in automating and managing account receivables is becoming increasingly significant, offering examples of efficiency and accuracy in financial operations.\""]}
{"query": "best data structure for multimodal data examples", "pos": ["\"<!DOCTYPE html><html><head><title>Optimal Structures for Handling Diverse Data Types</title></head><body><h1>Effective Solutions for Managing Varied Data Formats</h1><p>When dealing with diverse datasets, it is crucial to employ suitable structures that can accommodate multiple modalities seamlessly. One approach is to utilize a hybrid model that combines elements of graphs and trees to represent complex relationships within the data. Another strategy involves leveraging hash tables with linked lists to efficiently store and retrieve information across different modes. Additionally, employing a custom indexing scheme tailored to the specific characteristics of the dataset can significantly enhance performance and scalability.</p></body></html>\""], "neg": ["\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n<meta charset=\\\"UTF-8\\\">\\n<meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n<title>Words Same in Hindi and English</title>\\n</head>\\n<body>\\n<h1>Words Same in Hindi and English</h1>\\n<p>Discover the fascinating world of words that are the same in both Hindi and English. This unique linguistic phenomenon showcases the best examples of language crossover. Our curated list provides the best insight into how these words seamlessly fit into both languages, offering a multimodal understanding of linguistic structure. From everyday objects to complex concepts, these examples highlight the shared linguistic heritage and enrich our vocabulary in both domains.</p>\\n<p>Explore our data-driven approach to uncover more about this intriguing topic. Our data is meticulously gathered to ensure you receive the most accurate and comprehensive information. For enthusiasts and scholars alike, this website serves as the premier destination for exploring the multimodal structure of languages. Dive into our examples for a deeper appreciation of the words that bridge cultures.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Rate of Convergence of Space Time Approximations</title>\\n</head>\\n<body>\\n<h1>Exploring the Rate of Convergence of Space Time Approximations for Stochastic Evolution Equations</h1>\\n<p>The study of stochastic evolution equations is pivotal for understanding complex systems in various scientific domains. This research focuses on the <strong>rate of convergence</strong> of space time approximations, a critical aspect for ensuring the accuracy and reliability of simulations in the arXiv domain.</p>\\n<p>Our investigation delves into the <strong>structure</strong> of these equations and the <strong>data</strong> required for their accurate approximation. By examining various <strong>examples</strong>, we highlight the best practices for achieving optimal convergence rates. The <strong>multimodal</strong> nature of the data and the complexity of the equations necessitate a sophisticated approach to approximation.</p>\\n<p>For researchers and practitioners, understanding the <strong>best</strong> methods for space time approximation is essential. This study provides a comprehensive overview, backed by <strong>data</strong> and <strong>examples</strong>, to guide future work in this area. The <strong>structure</strong> of the approximation process and its implications for multimodal data analysis are discussed in detail.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Universality of the REM for dynamics of mean-field spin glasses</title></head><body><h1>Universality of the REM for dynamics of mean-field spin glasses</h1><p>The study of mean-field spin glasses has revealed a remarkable universality in the dynamics of the system. Researchers have found that the Random Energy Model (REM) serves as a powerful tool for understanding the complex structure of these systems. Through analysis of arxiv data, examples of the REM's applicability in modeling spin glass behavior have emerged. The REM provides a multimodal approach to studying the dynamics, offering insights that were previously unseen. This research showcases the best practices for utilizing the REM in exploring the intricate dynamics of mean-field spin glasses.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Longitudinal Shower Profile Reconstruction from Fluorescence and Cherenkov Light</title></head><body><h1>Longitudinal Shower Profile Reconstruction from Fluorescence and Cherenkov Light</h1><p>Welcome to our website dedicated to the study of longitudinal shower profile reconstruction from fluorescence and Cherenkov light in the domain of arxiv. Our research focuses on analyzing the intricate data obtained from these multimodal sources to derive the best possible reconstruction methods. Explore our examples and learn about the underlying structure of these phenomena. Join us in our quest for advancing the understanding of this fascinating field.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Megatron Bull Fetches Top Price</title>\\n</head>\\n<body>\\n<article>\\n<h1>Megatron Bull Fetches Top Price at Auction</h1>\\n<p>In an unprecedented event that has captured the attention of the agricultural and news sectors alike, the renowned Megatron bull has fetched the top price at this year's national livestock auction. This magnificent specimen, known for its superior genetics and impressive physique, has set a new benchmark for livestock quality and investment.</p>\\n<p>The sale of Megatron not only highlights the bull's exceptional value but also underscores the importance of strategic breeding and care in achieving such remarkable outcomes. The top price fetched by Megatron is a testament to the dedication of its breeders and the keen interest of buyers in securing the best assets for their operations.</p>\\n<p>As the news of Megatron's record-breaking sale spreads, it serves as a prime example of how quality and reputation can significantly influence market dynamics. This event is expected to have a lasting impact on the industry, setting new standards for excellence and value.</p>\\n</article>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Microcredit in Finance</title>\\n</head>\\n<body>\\n    <h1>Welcome to the World of Microcredit</h1>\\n    <p>Microcredit, a financial innovation designed for the empowerment of the underprivileged, offers small loans to those in need. This structure of financial assistance is pivotal for fostering entrepreneurship and alleviating poverty. By providing the necessary capital, microcredit enables individuals to embark on business ventures, thus stimulating economic growth.</p>\\n    <p>For those interested in exploring the realm of microcredit, it is essential to understand its structure. The best examples of microcredit success stories illustrate how this financial model can transform lives. Data on repayment rates and economic impact further underscore the effectiveness of microcredit programs.</p>\\n    <p>For further information and examples of how microcredit is implemented across different cultures and economies, our resources section is the best place to start. Here, you will find comprehensive data and multimodal insights into the world of microcredit.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html>\\n<html lang='en'>\\n<head>\\n<meta charset='UTF-8'>\\n<meta name='viewport' content='width=device-width, initial-scale=1.0'>\\n<title>Legal Code Insights</title>\\n</head>\\n<body>\\n<h1>Understanding Legal Code</h1>\\n<p>In the realm of legal studies, the term <strong>code</strong> refers to a systematic collection of laws and regulations. This website aims to provide comprehensive insights into various legal codes, focusing on their structure, interpretation, and application. Legal codes are essential for maintaining order and justice, serving as the foundation for legal proceedings and governance.</p>\\n<p>Legal codes encompass a wide range of topics, from civil rights to criminal laws. They are meticulously organized to ensure clarity and accessibility. By exploring different legal codes, one can appreciate the complexity and significance of legal frameworks around the world.</p>\\n<p>For students and professionals alike, understanding the structure and nuances of legal codes is paramount. This website offers resources, examples, and analyses to aid in the study of legal codes. Whether you are looking for information on a specific legal code or seeking to understand legal principles in general, this platform provides valuable insights.</p>\\n</body>\\n</html>\""]}
{"query": "search foundation", "pos": ["\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Discover Basics</title>\\n</head>\\n<body>\\n    <header>\\n        <h1>Welcome to Discover Basics</h1>\\n    </header>\\n    <main>\\n        <section>\\n            <p>Exploring the core of knowledge, we provide resources and tools to navigate through information efficiently. Our platform is dedicated to enhancing your understanding and skills in locating precise data.</p>\\n        </section>\\n        <section>\\n            <p>Join our community today and start your journey towards mastering the art of information retrieval. We are here to support your educational and professional growth.</p>\\n        </section>\\n    </main>\\n    <footer>\\n        <p>Contact us for more information.</p>\\n    </footer>\\n</body>\\n</html>\""], "neg": ["\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>MicoYang Silicone Kitchen Sink Organizer Tray</title>\\n</head>\\n<body>\\n<h1>Welcome to our Ecommerce Store!</h1>\\n<p>Introducing the MicoYang Silicone Kitchen Sink Organizer Tray in Grey, measuring 10\\\"×5.3\\\". This versatile tray is perfect for organizing your kitchen or bathroom essentials such as sponges, dish soap, scrubbers, bottles, and cups. Made from eco-friendly silicone, this tray is durable and easy to clean. Keep your counter or sink clutter-free with this stylish and functional organizer. Search no further for the perfect solution to your storage needs!</p>\\n<p>Get your MicoYang Silicone Kitchen Sink Organizer Tray today and elevate the foundation of your kitchen or bathroom!</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Trading Book</title></head><body><h1>Welcome to the Trading Book</h1><p>Explore the foundation of successful trading with our comprehensive guide. Whether you're a novice or an experienced trader, our platform offers valuable insights and strategies to enhance your trading skills. Search through our vast collection of resources to find the information you need to stay ahead in the finance world. From risk management to technical analysis, we cover it all. Join our community of traders and start your journey towards financial success today. Don't miss out on this opportunity to elevate your trading game!</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Adipose Tissue</title></head><body><h1>Adipose Tissue in Healthcare</h1><p>Adipose tissue, commonly known as body fat, plays a crucial role in energy storage and insulation. It consists of adipocytes that store triglycerides. Excess adipose tissue can lead to obesity, a major health concern worldwide. Research in the field of healthcare focuses on understanding the mechanisms of adipose tissue development and its impact on metabolic health. Studies have shown that adipose tissue secretes various hormones and cytokines, influencing inflammation and insulin sensitivity. The Adipose Tissue Foundation supports research in this area to improve healthcare outcomes.</p><footer><p>Search for more information on adipose tissue at the Adipose Tissue Foundation website.</p></footer></body></html>\"", "\"<!DOCTYPE html><html><head><title>Heterogeneity and Increasing Returns May Drive Socio-Economic Transitions - arXiv</title></head><body><h1>Heterogeneity and Increasing Returns May Drive Socio-Economic Transitions</h1><p>In the realm of socio-economic transitions, the interplay between heterogeneity and increasing returns plays a pivotal role. This dynamic relationship shapes the trajectory of societies and economies, leading to diverse outcomes. Understanding the mechanisms behind this phenomenon is crucial for policymakers and researchers alike. By delving into the complexities of this interaction, we can uncover new insights that may pave the way for sustainable development and growth. The foundation of these transitions lies in the intricate balance between diversity and amplification, driving change at both micro and macro levels. Exploring this landscape is akin to embarking on a quest to search for hidden treasures of knowledge and innovation.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Reward Pathway in Healthcare</title></head><body><h1>The Reward Pathway in Healthcare</h1><p>The reward pathway in healthcare plays a crucial role in understanding addiction and motivation. It involves the release of dopamine, a neurotransmitter associated with pleasure and reward. Activation of this pathway can lead to addictive behaviors and substance abuse. Understanding the reward pathway is essential for developing effective treatments for addiction. Researchers at the Search Foundation have been studying the intricate mechanisms of this pathway to improve healthcare outcomes. By targeting specific components of the reward pathway, healthcare professionals can better address addiction and related disorders.</p></body></html>\"", "\"<!DOCTYPE html>\\n<html>\\n<head>\\n<title>Women's Legendary Mid-Rise Regular Fit Denim Bermuda Short</title>\\n</head>\\n<body>\\n<h1>Welcome to our Ecommerce Store!</h1>\\n<p>Discover the foundation of style with our Women's Legendary Mid-Rise Regular Fit Denim Bermuda Short. These shorts are perfect for any occasion, whether you're out for a casual day or a night on the town. With a search for the perfect fit, these denim shorts offer both comfort and style. Made from high-quality denim, they are designed to last. Don't miss out on adding these legendary shorts to your wardrobe today!</p>\\n<p>Explore our collection and find your perfect pair of Women's Legendary Mid-Rise Regular Fit Denim Bermuda Shorts. Shop now!</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>National Op Shop Week Darwin Volunteers Mary and Maude</title></head><body><h1>Welcome to National Op Shop Week in Darwin!</h1><p>Join volunteers Mary and Maude as they celebrate the spirit of giving back to the community. This week is all about supporting local charities and making a difference. Get involved in various events and activities to show your support for a good cause. Remember, every donation counts!</p><p>Explore the foundation of volunteering and the joy of helping others. Search for opportunities to lend a helping hand and make a positive impact. Together, we can create a better world for everyone.</p></body></html>\""]}
{"query": "vector database", "pos": ["\"import numpy as np\\nimport sqlite3\\n\\nconn = sqlite3.connect('data.db')\\nc = conn.cursor()\\nc.execute('''CREATE TABLE IF NOT EXISTS vectors (id INTEGER PRIMARY KEY, array BLOB)''')\\n\\ndef add_array(vec):\\n    vec_bytes = vec.tobytes()\\n    c.execute('INSERT INTO vectors (array) VALUES (?)', (vec_bytes,))\\n    conn.commit()\\n\\ndef get_array(id):\\n    c.execute('SELECT array FROM vectors WHERE id=?', (id,))\\n    data = c.fetchone()[0]\\n    vec = np.frombuffer(data)\\n    return vec\\n\\nnew_vec = np.array([1, 2, 3, 4, 5])\\nadd_array(new_vec)\\nretrieved_vec = get_array(1)\\nprint('Stored Vector:', new_vec)\\nprint('Retrieved Vector:', retrieved_vec)\\nconn.close()\""], "neg": ["\"import numpy as np\\nfrom scipy.special import sph_harm\\nfrom scipy.integrate import quad\\nimport healpy as hp\\n\\ndef lorentz_group_element(theta, phi, psi):\\n    return np.array([[np.cos(psi), -np.sin(psi), 0], [np.sin(psi), np.cos(psi), 0], [0, 0, 1]]) @ np.array([[1, 0, 0], [0, np.cos(phi), -np.sin(phi)], [0, np.sin(phi), np.cos(phi)]]) @ np.array([[np.cos(theta), 0, np.sin(theta)], [0, 1, 0], [-np.sin(theta), 0, np.cos(theta)]])\\n\\ndef spherical_wavelet_transform(vector, lmax):\\n    database = np.zeros(hp.nside2npix(2**lmax))\\n    for l in range(lmax):\\n        for m in range(-l, l+1):\\n            Ylm = sph_harm(m, l, vector[0], vector[1])\\n            for theta in np.linspace(0, np.pi, 100):\\n                for phi in np.linspace(0, 2*np.pi, 100):\\n                    R = lorentz_group_element(theta, phi, 0)\\n                    rotated_vector = R @ vector\\n                    database += np.real(Ylm * np.conj(sph_harm(m, l, rotated_vector[0], rotated_vector[1])))\\n    return database\\n\\nvector = np.array([1.0, 0.5, 0.5])\\nlmax = 3\\nresult = spherical_wavelet_transform(vector, lmax)\\nprint(result)\"", "\"import random, time, math; endorphins = 0; while True: release = random.randint(1, 10); if release > 5: endorphins += release; time.sleep(1); if endorphins >= 100: break; database = [1, 2, 3, 4, 5]; vector = [6, 7, 8, 9, 10]; if len(database) > len(vector): diff = len(database) - len(vector); endorphins -= diff; else: diff = len(vector) - len(database); endorphins += diff; print('Endorphins level:', endorphins); print('Feeling good!')\"", "\"class Executrix:\\n    def __init__(self, name, role):\\n        self.name = name\\n        self.role = role\\n\\n    def execute_will(self):\\n        if self.role == 'executor':\\n            print(f'{self.name} is the executrix of the will')\\n        else:\\n            print('Invalid role for executrix')\\n\\n    def manage_estate(self):\\n        database = ['assets', 'liabilities', 'beneficiaries']\\n        for item in database:\\n            print(f'{self.name} is managing {item}')\\n\\nexecutrix1 = Executrix('Alice', 'executor')\\nexecutrix1.execute_will()\\nexecutrix1.manage_estate()\"", "\"import requests\\nfrom bs4 import BeautifulSoup\\nimport pandas as pd\\n\\ndef fetch_news_about_remand_centre():\\n    url = 'https://news.example.com'\\n    response = requests.get(url)\\n    soup = BeautifulSoup(response.text, 'html.parser')\\n    articles = soup.find_all('article')\\n    news_data = []\\n    for article in articles:\\n        if 'Mat Johnston' in article.text and 'remand centre' in article.text:\\n            title = article.find('h2').text\\n            summary = article.find('p').text\\n            news_data.append({'title': title, 'summary': summary})\\n    return pd.DataFrame(news_data)\\n\\ndef analyze_sentiment(news_dataframe):\\n    sentiments = []\\n    for index, row in news_dataframe.iterrows():\\n        if 'remand centre' in row['summary']:\\n            sentiments.append('Negative')\\n        else:\\n            sentiments.append('Positive')\\n    news_dataframe['Sentiment'] = sentiments\\n    return news_dataframe\\n\\ndef main():\\n    news_about_remand_centre = fetch_news_about_remand_centre()\\n    if not news_about_remand_centre.empty:\\n        analyzed_news = analyze_sentiment(news_about_remand_centre)\\n        print(analyzed_news)\\n    else:\\n        print('No relevant news found.')\\n\\nif __name__ == '__main__':\\n    main()\"", "\"import ecommerce\\n\\nclass Watch:\\n    def __init__(self, size, material, color):\\n        self.size = size\\n        self.material = material\\n        self.color = color\\n\\n    def display_info(self):\\n        return f'Men's {self.size} Iced Diamond Watch in {self.material} {self.color} finish'\\n\\nclass Chain:\\n    def __init__(self, size, material, color):\\n        self.size = size\\n        self.material = material\\n        self.color = color\\n\\n    def display_info(self):\\n        return f'12mm Miami Cuban Chain Set in {self.material} {self.color} finish'\\n\\nwatch = Watch('43mm', '14k Gold', 'Two-Tone')\\nchain = Chain('12mm', 'Silver', 'Silver')\\n\\nprint(watch.display_info())\\nprint(chain.display_info())\"", "\"news_headline = 'Carr rejects Keating's Indonesia criticism'\\nif 'Indonesia' in news_headline and 'criticism' in news_headline:\\n    print('Carr stands firm against Keating')\\n    sentiment = 'negative'\\n    if 'rejects' in news_headline:\\n        sentiment = 'positive'\\n    else:\\n        sentiment = 'neutral'\\n    print(f'Sentiment: {sentiment}')\\nelse:\\n    print('No relevant news found')\"", "\"import numpy as np\\nimport pandas as pd\\nfrom sklearn.preprocessing import StandardScaler\\nfrom sklearn.model_selection import train_test_split\\nfrom sklearn.linear_model import LogisticRegression\\ndef load_database():\\n    data = pd.read_csv('healthcare_data.csv')\\n    return data\\ndef prepare_data(data):\\n    features = data[['age', 'cholesterol', 'blood_pressure', 'smoking_status']]\\n    labels = data['revascularization_success']\\n    scaler = StandardScaler()\\n    features_scaled = scaler.fit_transform(features)\\n    return features_scaled, labels\\ndef train_model(features, labels):\\n    X_train, X_test, y_train, y_test = train_test_split(features, labels, test_size=0.2, random_state=42)\\n    model = LogisticRegression()\\n    model.fit(X_train, y_train)\\n    return model\\ndef predict_success(model, patient_data):\\n    prediction = model.predict(patient_data)\\n    return prediction\\ndef main():\\n    database = load_database()\\n    features, labels = prepare_data(database)\\n    model = train_model(features, labels)\\n    new_patient = np.array([[45, 240, 130, 1]])\\n    new_patient_vector = StandardScaler().fit_transform(new_patient)\\n    success = predict_success(model, new_patient_vector)\\n    print('Revascularization Success Prediction:', success)\\nif __name__ == '__main__':\\n    main()\""]}
{"query": "Natural language processing markdown document formatting", "pos": ["\"# Understanding Sentiment Analysis\\n\\n**Sentiment analysis** is a powerful tool in the realm of natural language understanding. It involves analyzing text to determine the sentiment expressed within it. By utilizing machine learning algorithms, sentiment analysis can provide valuable insights into customer opinions, social media trends, and more. *Emotions* play a crucial role in how we communicate, and sentiment analysis helps in deciphering these emotions. ~~Accurate sentiment analysis~~ requires a deep understanding of linguistic nuances and context. \\n\\n## Benefits of Sentiment Analysis\\n\\n- Identifying customer satisfaction levels\\n- Monitoring brand reputation\\n\\n> Sentiment analysis is a game-changer in the world of data analytics.\""], "neg": ["\"# The Power of Resilience in Healthcare\\n\\n**Resilience** is the backbone of healthcare professionals, enabling them to navigate the challenges of the field. It's a quality that **boldly** stands against adversity, **italicized** by unwavering determination. In the face of setbacks, it's not merely a strikethrough of hope but a testament to the human spirit. \\n\\n## Building Resilience\\n\\n- Embracing setbacks\\n- Learning from failures\\n- Seeking support\\n\\n> \"", "\"# Pop Up Dinosaur Pencil Case for Kids\\n\\n**Multifunction Stationery Organizer Box** with *Calculator*, ~~Sharpener~~ and Pencils\\n\\n- Cute School Supplies\\n- Best T Rex Birthday Present for Boys and Teens\\n\\n> In a Gift Box, this adorable pencil case will delight any dinosaur lover. The multifunctional design ensures all essentials are in one place, making it a perfect addition to school supplies. The calculator adds a fun twist to learning while the sharpener keeps pencils ready for use.\"", "\"# Tontine: A Legal Arrangement\\n\\n**Tontine** is a unique financial arrangement where participants contribute to a pool of money, and the last surviving member receives the entire sum. *This method* of asset distribution has been used for centuries in various legal contexts. It is a **controversial** practice due to its implications on inheritance and longevity. \\n\\n> In the realm of legal agreements, tontines have sparked debates on fairness and ethics. \\n\\n- Tontines involve complex legal language and intricate formatting.\\n- Natural progression of a tontine involves careful processing of documents.\"", "\"# More Than 50 Vacant Shops in Rockhampton CBD Cause for Concern\\n\\n**Rockhampton, Australia** - The increasing number of vacant shops in the CBD is a _growing issue_ that needs immediate attention. The sight of boarded-up storefronts is a ~~stark reminder~~ of the economic challenges facing the area. Local businesses are **struggling** to survive, and the community is feeling the impact. According to a recent report, the situation is **deteriorating** rapidly, and urgent **action** is required.\\n\\n> \"", "\"# **Banpresto Hatsune Miku Racing - P&T Racing Miku 2020 Team UKYO Figure, (198744)**\\n\\n*Embrace the thrill of the race with the **Banpresto Hatsune Miku Racing - P&T Racing Miku 2020 Team UKYO Figure**. A must-have for collectors and fans alike, this figure captures the essence of speed and music.*\\n\\n> **Features:**\\n> - **Vibrant Detailing:** The figure showcases Miku in her iconic racing outfit, complete with sponsors and team colors.\\n> - **Dynamic Pose:** Capturing Miku in mid-action, this figure reflects the energy of racing.\\n\\n- **Collectible Item:** A perfect addition to any collection.\\n- **Limited Edition:** Unique item with a specific production number, (198744).\\n\\n~~This is not just another figure; it's a piece of the racing legend.~~\\n\\n*For fans of Hatsune Miku and racing, this figure is a blend of both worlds, bringing together the excitement of the track with the charm of Miku.*\"", "\"# Models of Neutrino Masses and Mixing\\n\\n**Understanding Neutrino Oscillations**\\n\\n*Exploring Neutrino Flavor Transformation*\\n\\n~~Challenging Neutrino Mass Hierarchy~~\\n\\n- Unveiling Neutrino Mixing Patterns\\n- Investigating Neutrino Phenomenology\\n- Deciphering Neutrino Properties\\n\\n> In the realm of arxiv, the Models of Neutrino Masses and Mixing are a fascinating area of research, shedding light on the mysteries of the universe.\\n\\n*Language* plays a crucial role in processing and formatting scientific findings.\"", "\"# Major Provisions of the Equal Credit Opportunity Act\\n\\n**1. Equal Treatment**\\n\\n*Ensuring fair processing for all applicants*\\n\\n~~2. Non-Discrimination~~\\n\\n*Prohibits lenders from discriminating based on race, color, religion*\\n\\n**3. Transparency**\\n\\n*Requires clear disclosure of credit terms*\\n\\n> \""]}
{"query": "Token embeddings applications examples", "pos": ["\"<!DOCTYPE html><html><head><title>Exploring the Power of Word Representations</title></head><body><h1>Unlocking the Potential of Word Vectors</h1><p>Discover the fascinating world of word vectors and their impact on natural language processing tasks. Dive into the realm of word representations and their diverse range of applications across various domains. Explore how word vectors revolutionize machine learning models and enhance the performance of text analysis algorithms. Uncover the secrets behind the effectiveness of token embeddings in capturing semantic relationships and improving language understanding. Delve into real-world examples showcasing the practical utility of word vectors in powering cutting-edge AI technologies.</p></body></html>\""], "neg": ["\"<!DOCTYPE html><html><head><title>Accredited Asset Management Specialist (AAMS)</title></head><body><h1>Welcome to the Accredited Asset Management Specialist (AAMS) website</h1><p>Are you looking to enhance your expertise in finance? Become an Accredited Asset Management Specialist (AAMS) today! Our program offers comprehensive training in investment strategies, risk management, and financial planning.</p><p>Join our community of professionals dedicated to advancing their careers in asset management. Explore our resources, connect with industry experts, and take your skills to the next level.</p><p>Don't miss this opportunity to excel in the finance domain!</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>New York Puzzle Company - Vogue Winter Wonders - 1000 Piece Jigsaw Puzzle</title></head><body><h1>Welcome to the Vogue Winter Wonders Puzzle!</h1><p>Immerse yourself in the beauty of winter with this 1000 piece jigsaw puzzle from New York Puzzle Company. Perfect for cozy nights in or as a gift for puzzle enthusiasts. Challenge your mind and relax with this exquisite puzzle featuring stunning winter scenes from Vogue. Get your Token of joy today and enjoy hours of entertainment. Explore our applications for more puzzle fun. Examples of completed puzzles available. Let the puzzle embeddings transport you to a winter wonderland.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Statute of Limitations in Finance</title></head><body><h1>Understanding Statute of Limitations in Finance</h1><p>The statute of limitations in finance refers to the time limit within which legal actions can be taken for financial matters. It is crucial for financial applications to adhere to these regulations. Token examples of statutes include debt collection and securities fraud. Embeddings of these limitations can impact financial decisions and strategies. It is essential for individuals and businesses to be aware of the statute of limitations to avoid legal consequences.</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>Free Fragment in Healthcare</title></head><body><h1>Welcome to Free Fragment</h1><p>Discover the benefits of free fragment in healthcare. Our platform offers innovative solutions for healthcare providers to access free fragment data for improved patient care. With our advanced embeddings technology, you can unlock valuable insights from fragmented data. Token your way to better healthcare outcomes with our user-friendly applications. Explore real-world examples of how free fragment is revolutionizing the healthcare industry. Join us in shaping the future of healthcare with free fragment!</p></body></html>\"", "\"<!DOCTYPE html><html><head><title>FATPack 5x8 (Gen-2) Pouch (Black)</title></head><body><h1>Welcome to the FATPack 5x8 (Gen-2) Pouch (Black) Page</h1><p>Discover the ultimate storage solution with our sleek black pouch. Perfect for all your ecommerce needs, this pouch is designed to keep your essentials secure and organized. Whether you're on the go or at home, this pouch is versatile for all applications. Get yours today and experience the convenience firsthand!</p><p>Don't miss out on the latest trends in ecommerce. Our FATPack 5x8 (Gen-2) Pouch (Black) is a must-have accessory for any fashion-forward individual. With its durable design and stylish look, this pouch is perfect for everyday use. Order now and elevate your style!</p></body></html>\"", "\"<!DOCTYPE html>\\n<html lang=\\\"en\\\">\\n<head>\\n    <meta charset=\\\"UTF-8\\\">\\n    <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n    <title>Convoys Origin</title>\\n</head>\\n<body>\\n    <h1>Who Invented Convoys?</h1>\\n    <p>The concept of using convoys, a method pivotal in various applications, was first recorded in historical documents. This strategy, enhancing the safety of maritime journeys, showcases the innovative embeddings of ancient logistics. The idea, akin to a Token of ingenuity, was not attributed to a single inventor. Instead, it evolved through collective wisdom over centuries, finding applications in numerous military and commercial contexts.</p>\\n    <p>Examples of early convoy use are abundant, reflecting its significance. These examples, each a Token of historical strategy, underscore the convoy's role in safeguarding assets. The embeddings of this idea in naval tactics highlight its enduring relevance.</p>\\n</body>\\n</html>\"", "\"<!DOCTYPE html><html><head><title>Parens Patriae</title></head><body><h1>Parens Patriae in Legal Context</h1><p>Parens patriae is a legal doctrine that allows the state to act as a guardian for individuals who cannot care for themselves. This concept is often applied in cases involving minors or individuals with disabilities. The court may intervene to protect the best interests of the vulnerable party. Examples of parens patriae include child custody cases and mental health commitments. The principle of parens patriae ensures that vulnerable individuals are provided with necessary support and protection.</p><p>Token applications in legal proceedings often involve the use of parens patriae to safeguard the rights of those in need. Embeddings of this doctrine can be seen in various court decisions and legislative actions.</p></body></html>\""]}