model added

.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

.idea/chat-anna-en.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,102 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="89">
+            <item index="0" class="java.lang.String" itemvalue="pathspec" />
+            <item index="1" class="java.lang.String" itemvalue="transformers" />
+            <item index="2" class="java.lang.String" itemvalue="huggingface-hub" />
+            <item index="3" class="java.lang.String" itemvalue="numpy" />
+            <item index="4" class="java.lang.String" itemvalue="importlib-metadata" />
+            <item index="5" class="java.lang.String" itemvalue="exceptiongroup" />
+            <item index="6" class="java.lang.String" itemvalue="fastapi" />
+            <item index="7" class="java.lang.String" itemvalue="filelock" />
+            <item index="8" class="java.lang.String" itemvalue="platformdirs" />
+            <item index="9" class="java.lang.String" itemvalue="zipp" />
+            <item index="10" class="java.lang.String" itemvalue="starlette" />
+            <item index="11" class="java.lang.String" itemvalue="urllib3" />
+            <item index="12" class="java.lang.String" itemvalue="uvicorn" />
+            <item index="13" class="java.lang.String" itemvalue="joblib" />
+            <item index="14" class="java.lang.String" itemvalue="mypy" />
+            <item index="15" class="java.lang.String" itemvalue="nltk" />
+            <item index="16" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="17" class="java.lang.String" itemvalue="mypy-extensions" />
+            <item index="18" class="java.lang.String" itemvalue="pycodestyle" />
+            <item index="19" class="java.lang.String" itemvalue="setuptools" />
+            <item index="20" class="java.lang.String" itemvalue="cycler" />
+            <item index="21" class="java.lang.String" itemvalue="flake8" />
+            <item index="22" class="java.lang.String" itemvalue="markupsafe" />
+            <item index="23" class="java.lang.String" itemvalue="mccabe" />
+            <item index="24" class="java.lang.String" itemvalue="tomli" />
+            <item index="25" class="java.lang.String" itemvalue="itsdangerous" />
+            <item index="26" class="java.lang.String" itemvalue="pyparsing" />
+            <item index="27" class="java.lang.String" itemvalue="werkzeug" />
+            <item index="28" class="java.lang.String" itemvalue="six" />
+            <item index="29" class="java.lang.String" itemvalue="pyflakes" />
+            <item index="30" class="java.lang.String" itemvalue="black" />
+            <item index="31" class="java.lang.String" itemvalue="kiwisolver" />
+            <item index="32" class="java.lang.String" itemvalue="setuptools-scm" />
+            <item index="33" class="java.lang.String" itemvalue="wordcloud" />
+            <item index="34" class="java.lang.String" itemvalue="packaging" />
+            <item index="35" class="java.lang.String" itemvalue="typing-extensions" />
+            <item index="36" class="java.lang.String" itemvalue="click" />
+            <item index="37" class="java.lang.String" itemvalue="contourpy" />
+            <item index="38" class="java.lang.String" itemvalue="jinja2" />
+            <item index="39" class="java.lang.String" itemvalue="pandas" />
+            <item index="40" class="java.lang.String" itemvalue="tqdm" />
+            <item index="41" class="java.lang.String" itemvalue="fonttools" />
+            <item index="42" class="java.lang.String" itemvalue="regex" />
+            <item index="43" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="44" class="java.lang.String" itemvalue="pillow" />
+            <item index="45" class="java.lang.String" itemvalue="isort" />
+            <item index="46" class="java.lang.String" itemvalue="pytz" />
+            <item index="47" class="java.lang.String" itemvalue="flask" />
+            <item index="48" class="java.lang.String" itemvalue="textblob" />
+            <item index="49" class="java.lang.String" itemvalue="nemo-toolkit" />
+            <item index="50" class="java.lang.String" itemvalue="gradio" />
+            <item index="51" class="java.lang.String" itemvalue="pytube" />
+            <item index="52" class="java.lang.String" itemvalue="nemo" />
+            <item index="53" class="java.lang.String" itemvalue="gluoncv" />
+            <item index="54" class="java.lang.String" itemvalue="opencv-python" />
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+            <item index="56" class="java.lang.String" itemvalue="absl-py" />
+            <item index="57" class="java.lang.String" itemvalue="google-pasta" />
+            <item index="58" class="java.lang.String" itemvalue="protobuf" />
+            <item index="59" class="java.lang.String" itemvalue="rsa" />
+            <item index="60" class="java.lang.String" itemvalue="tensorflow-estimator" />
+            <item index="61" class="java.lang.String" itemvalue="opt-einsum" />
+            <item index="62" class="java.lang.String" itemvalue="gast" />
+            <item index="63" class="java.lang.String" itemvalue="requests" />
+            <item index="64" class="java.lang.String" itemvalue="pyasn1" />
+            <item index="65" class="java.lang.String" itemvalue="pyasn1-modules" />
+            <item index="66" class="java.lang.String" itemvalue="requests-oauthlib" />
+            <item index="67" class="java.lang.String" itemvalue="tensorboard-plugin-wit" />
+            <item index="68" class="java.lang.String" itemvalue="certifi" />
+            <item index="69" class="java.lang.String" itemvalue="oauthlib" />
+            <item index="70" class="java.lang.String" itemvalue="astunparse" />
+            <item index="71" class="java.lang.String" itemvalue="markdown" />
+            <item index="72" class="java.lang.String" itemvalue="keras" />
+            <item index="73" class="java.lang.String" itemvalue="tensorflow-cpu" />
+            <item index="74" class="java.lang.String" itemvalue="google-auth-oauthlib" />
+            <item index="75" class="java.lang.String" itemvalue="h5py" />
+            <item index="76" class="java.lang.String" itemvalue="wheel" />
+            <item index="77" class="java.lang.String" itemvalue="tensorboard-data-server" />
+            <item index="78" class="java.lang.String" itemvalue="wrapt" />
+            <item index="79" class="java.lang.String" itemvalue="termcolor" />
+            <item index="80" class="java.lang.String" itemvalue="flatbuffers" />
+            <item index="81" class="java.lang.String" itemvalue="tensorboard" />
+            <item index="82" class="java.lang.String" itemvalue="clang" />
+            <item index="83" class="java.lang.String" itemvalue="cachetools" />
+            <item index="84" class="java.lang.String" itemvalue="charset-normalizer" />
+            <item index="85" class="java.lang.String" itemvalue="grpcio" />
+            <item index="86" class="java.lang.String" itemvalue="keras-preprocessing" />
+            <item index="87" class="java.lang.String" itemvalue="google-auth" />
+            <item index="88" class="java.lang.String" itemvalue="idna" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (speech_to_text_zh_quartznet15x5)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/chat-anna-en.iml" filepath="$PROJECT_DIR$/.idea/chat-anna-en.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

app.py

@@ -0,0 +1,171 @@
+import gradio as gr
+
+import nltk
+
+nltk.download('popular')
+from nltk.stem import WordNetLemmatizer
+
+lemmatizer = WordNetLemmatizer()
+import pickle
+import numpy as np
+
+from tensorflow.keras.models import load_model
+
+model = load_model('model.h5')
+import json
+import random
+import pyttsx3
+import speech_recognition as sr
+
+engine = pyttsx3.init()
+
+# Set Rate
+engine.setProperty('rate', 190)
+
+# Set Volume
+# engine.setProperty('volume', 1.0)
+
+# Set Voice (Female)
+voices = engine.getProperty('voices')
+engine.setProperty('voice', voices[1].id)
+
+
+intents = json.loads(open('data.json').read())
+words = pickle.load(open('texts.pkl', 'rb'))
+classes = pickle.load(open('labels.pkl', 'rb'))
+
+
+def take_user_input():
+    """Takes user input, recognizes it using Speech Recognition module and converts it into text"""
+
+    r = sr.Recognizer()
+    with sr.Microphone() as source:
+        print('Listening....')
+        r.pause_threshold = 1
+        audio = r.listen(source)
+
+    try:
+        print('Recognizing...')
+        query = r.recognize_google(audio, language='en-in')
+        if not 'exit' in query or 'stop' in query:
+            speak('How can I help you?')
+        else:
+            hour = datetime.now().hour
+            if hour >= 21 and hour < 6:
+                speak("Good night sir, take care!")
+            else:
+                speak('Have a good day sir!')
+            exit()
+    except Exception:
+        speak('Sorry, I could not understand. Could you please say that again?')
+        query = 'None'
+    return query
+
+def speak(text):
+    """Used to speak whatever text is passed to it"""
+
+    engine.say(text)
+    engine.runAndWait()
+
+
+def clean_up_sentence(sentence):
+    # tokenize the pattern - split words into array
+    sentence_words = nltk.word_tokenize(sentence)
+    # stem each word - create short form for word
+    sentence_words = [lemmatizer.lemmatize(word.lower()) for word in sentence_words]
+    return sentence_words
+
+
+# return bag of words array: 0 or 1 for each word in the bag that exists in the sentence
+
+def bow(sentence, words, show_details=True):
+    # tokenize the pattern
+    sentence_words = clean_up_sentence(sentence)
+    # bag of words - matrix of N words, vocabulary matrix
+    bag = [0] * len(words)
+    for s in sentence_words:
+        for i, w in enumerate(words):
+            if w == s:
+                # assign 1 if current word is in the vocabulary position
+                bag[i] = 1
+                if show_details:
+                    print("found in bag: %s" % w)
+    return (np.array(bag))
+
+
+def predict_class(sentence, model):
+    # filter out predictions below a threshold
+    p = bow(sentence, words, show_details=False)
+    res = model.predict(np.array([p]))[0]
+    ERROR_THRESHOLD = 0.25
+    results = [[i, r] for i, r in enumerate(res) if r > ERROR_THRESHOLD]
+    # sort by strength of probability
+    results.sort(key=lambda x: x[1], reverse=True)
+    return_list = []
+    for r in results:
+        return_list.append({"intent": classes[r[0]], "probability": str(r[1])})
+    return return_list
+
+
+def getResponse(ints, intents_json):
+    tag = ints[0]['intent']
+    list_of_intents = intents_json['intents']
+    for i in list_of_intents:
+        if (i['tag'] == tag):
+            result = random.choice(i['responses'])
+            break
+    return result
+
+
+def chatbot_response(msg):
+    ints = predict_class(msg, model)
+    res = getResponse(ints, intents)
+    # text = model.transcribe(["audio.wav"])
+    # print(text[0])
+    speak(res)
+    return res
+
+
+# from flask import Flask, render_template, request
+#
+# app = Flask(__name__)
+# app.static_folder = 'static'
+
+
+# @app.route("/")
+# def home():
+#     return render_template("index.html")
+
+
+# @app.route("/get")
+# def get_bot_response():
+#     # userText = request.args.get('msg')
+#     # take_user_input()
+#     userText = input("You: ")
+#     print("Bott: ", chatbot_response(userText))
+#     # return chatbot_response(userText)
+
+
+# if __name__ == "__main__":
+#     # app.run(host='0.0.0.0', port='7000')
+#     while 1:
+#         get_bot_response()
+
+
+prompt = "Ask anything ..."
+
+block = gr.Blocks()
+
+
+with block:
+    # gr.Markdown("""<h2><center> Talk to Marv</center></h2>
+    # """)
+    # gr.Markdown("""<h4><center> The Sarcastic Chatbot</center></h4>
+    # """)
+    chatbot = gr.Chatbot()
+    message = gr.Textbox(placeholder=prompt)
+    state = gr.State()
+    submit = gr.Button("SEND")
+    submit.click(chatbot_response(), inputs=message, outputs=chatbot)
+
+block.launch(debug = True)

data.json

@@ -0,0 +1,73 @@
+{"intents": [
+        {"tag": "greeting",
+         "patterns": ["Hi there", "How are you", "Is anyone there?","Hey","Hola", "Hello", "Good day"],
+         "responses": ["Hello, thanks for asking", "Good to see you again", "Hi there, how can I help?"],
+         "context": [""]
+        },
+        {"tag": "goodbye",
+         "patterns": ["Bye", "See you later", "Goodbye", "Nice chatting to you, bye", "Till next time"],
+         "responses": ["See you!", "Have a nice day", "Bye! Come back again soon."],
+         "context": [""]
+        },
+        {"tag": "thanks",
+         "patterns": ["Thanks", "Thank you", "That's helpful", "Awesome, thanks", "Thanks for helping me"],
+         "responses": ["Happy to help!", "Any time!", "My pleasure"],
+         "context": [""]
+        },
+        {"tag": "noanswer",
+         "patterns": [],
+         "responses": ["Sorry, can't understand you", "Please give me more info", "Not sure I understand"],
+         "context": [""]
+        },
+        {"tag": "options",
+         "patterns": ["How you could help me?", "What you can do?", "What help you provide?", "How you can be helpful?", "What support is offered"],
+         "responses": ["I can do walk-through of Harshad's portfolio and help you answer anything about him!"],
+         "context": [""]
+        },
+        {"tag": "contact",
+         "patterns": ["How to contact harshad?", "Can you share contact details", "Give me his email address", "How to connect with Harshad?", "What time is good to connect with Harshad?" ],
+         "responses": ["You can connect with Harshad at hbhandwaldar@gmail.com (Response expected in EST time zone)"],
+         "context": [""]
+        },
+        {"tag": "social-media",
+         "patterns": ["Can you share Harshad's work?", "Links for social media?", "LinkedIn?", "Can you share his profile?", "pages?" ],
+         "responses": ["Harshad's LinkedIn - https://www.linkedin.com/in/harshadbhandwaldar/ and you can navigate around on portfolio for his work"],
+         "context": [""]
+        },
+        {"tag": "aboutme",
+         "patterns": ["know about Harshad?", "Tell me about Harshad", "Let me know about Harshad's career", "What has he done so far?", "Life of Harshad?" ],
+         "responses": ["Harshad grew up in India's west-central region. He started his career in computer science in early stage. Later he Completed Bachelors in Computer Science and started working at a SaaS based company."],
+         "context": ["detail_aboutme"]
+        },
+        {"tag": "detail_aboutme",
+         "patterns": [],
+         "responses": ["After spending 2.5 years in cloud domain he decided to gain more knowledge in this domain and started Masters in Computer Science at Binghamton University."],
+         "context": ["project_info_aboutme"]
+        },
+        {"tag": "project_info_aboutme",
+         "patterns": ["What are his projects?","Can you tell me about his projects?", "Projects done by Harshad?"],
+         "responses": ["He continues to grow his knowledge in AI/ML and cloud domain by implementing different projects during his curriculum and internship period."],
+         "context": ["example_project_aboutme"]
+        },
+        {"tag": "example_project_aboutme",
+         "patterns": [],
+         "responses": ["Some good example can be ME!!!"],
+         "context": [""]
+        },
+        {"tag": "Publications",
+         "patterns": ["Is Harshad in research?", "What are his researches?", "Does Harshad conducts any research?", "Tell me about his research"],
+         "responses": ["Harshad has published papers in online journals"],
+         "context": ["publications_example"]
+        },
+        {"tag": "publications_example",
+         "patterns": [],
+         "responses": ["Some of his journals include IEEE Xplore and MD Infotech Special Edition"],
+         "context": ["publication_link"]
+        },
+        {"tag": "publication_link",
+         "patterns": [],
+         "responses": ["You can visit publications page - https://hb0313.github.io/home/generic.html"],
+         "context": [""]
+        }
+   ]
+}

requirements.txt

@@ -0,0 +1,219 @@
+absl-py==0.15.0 ; python_version >= "3.8" and python_version < "3.12"
+astunparse==1.6.3 ; python_version >= "3.8" and python_version < "3.12"
+backports-zoneinfo==0.2.1 ; python_version >= "3.8" and python_version < "3.9"
+beautifulsoup4==4.11.1 ; python_version >= "3.8" and python_version < "3.12"
+cachetools==5.2.1 ; python_version >= "3.8" and python_version < "3.12"
+certifi==2022.12.7 ; python_version >= "3.8" and python_version < "3.12"
+charset-normalizer==2.1.1 ; python_version >= "3.8" and python_version < "3.12"
+click==8.1.3 ; python_version >= "3.8" and python_version < "3.12"
+colorama==0.4.6 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Windows"
+comtypes==1.1.14 ; python_version >= "3.8" and python_version < "3.12"
+docopt==0.6.2 ; python_version >= "3.8" and python_version < "3.12"
+flask==2.2.2 ; python_version >= "3.8" and python_version < "3.12"
+flatbuffers==1.12 ; python_version >= "3.8" and python_version < "3.12"
+gast==0.4.0 ; python_version >= "3.8" and python_version < "3.12"
+google-auth-oauthlib==0.4.6 ; python_version >= "3.8" and python_version < "3.12"
+google-auth==2.15.0 ; python_version >= "3.8" and python_version < "3.12"
+google-pasta==0.2.0 ; python_version >= "3.8" and python_version < "3.12"
+grpcio==1.34.1 ; python_version >= "3.8" and python_version < "3.12"
+h5py==3.1.0 ; python_version >= "3.8" and python_version < "3.12"
+idna==3.4 ; python_version >= "3.8" and python_version < "3.12"
+importlib-metadata==6.0.0 ; python_version >= "3.8" and python_version < "3.10"
+itsdangerous==2.1.2 ; python_version >= "3.8" and python_version < "3.12"
+jinja2==3.1.2 ; python_version >= "3.8" and python_version < "3.12"
+joblib==1.2.0 ; python_version >= "3.8" and python_version < "3.12"
+js2py==0.74 ; python_version >= "3.8" and python_version < "3.12"
+keras-nightly==2.6.0.dev2021062500 ; python_version >= "3.8" and python_version < "3.12"
+keras-preprocessing==1.1.2 ; python_version >= "3.8" and python_version < "3.12"
+keras==2.11.0 ; python_version >= "3.8" and python_version < "3.12"
+markdown==3.4.1 ; python_version >= "3.8" and python_version < "3.12"
+markupsafe==2.1.1 ; python_version >= "3.8" and python_version < "3.12"
+nltk==3.8.1 ; python_version >= "3.8" and python_version < "3.12"
+numpy==1.19.5 ; python_version < "3.12" and python_version >= "3.8"
+oauthlib==3.2.2 ; python_version >= "3.8" and python_version < "3.12"
+opt-einsum==3.3.0 ; python_version >= "3.8" and python_version < "3.12"
+packaging==23.0 ; python_version >= "3.8" and python_version < "3.12"
+pipwin==0.5.2 ; python_version >= "3.8" and python_version < "3.12"
+protobuf==3.20.3 ; python_version >= "3.8" and python_version < "3.12"
+pyasn1-modules==0.2.8 ; python_version >= "3.8" and python_version < "3.12"
+pyasn1==0.4.8 ; python_version >= "3.8" and python_version < "3.12"
+pyaudio==0.2.13 ; python_version >= "3.8" and python_version < "3.12"
+pyjsparser==2.7.1 ; python_version >= "3.8" and python_version < "3.12"
+pyobjc-core==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-accessibility==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-accounts==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-addressbook==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-adservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-adsupport==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-applescriptkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-applescriptobjc==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-applicationservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-apptrackingtransparency==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-audiovideobridging==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-authenticationservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-automaticassessmentconfiguration==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-automator==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-avfoundation==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-avkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-avrouting==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-backgroundassets==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-businesschat==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-calendarstore==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-callkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-cfnetwork==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-classkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-cloudkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-cocoa==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-collaboration==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-colorsync==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-contacts==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-contactsui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-coreaudio==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-coreaudiokit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-corebluetooth==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-coredata==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-corehaptics==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-corelocation==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-coremedia==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-coremediaio==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-coremidi==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-coreml==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-coremotion==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-coreservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-corespotlight==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-coretext==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-corewlan==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-cryptotokenkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-datadetection==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-devicecheck==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-dictionaryservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-discrecording==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-discrecordingui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-diskarbitration==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-dvdplayback==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-eventkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-exceptionhandling==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-executionpolicy==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-extensionkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-externalaccessory==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-fileprovider==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-fileproviderui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-findersync==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-fsevents==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-gamecenter==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-gamecontroller==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-gamekit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-gameplaykit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-healthkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-imagecapturecore==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-imserviceplugin==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-inputmethodkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-installerplugins==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-instantmessage==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-intents==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "16.0"
+pyobjc-framework-intentsui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-iosurface==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-ituneslibrary==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-kernelmanagement==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-latentsemanticmapping==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-launchservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-libdispatch==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-linkpresentation==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-localauthentication==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-localauthenticationembeddedui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-mailkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-mapkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-mediaaccessibility==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-medialibrary==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-mediaplayer==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "16.0"
+pyobjc-framework-mediatoolbox==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-metal==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-metalfx==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-metalkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-metalperformanceshaders==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-metalperformanceshadersgraph==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-metrickit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-mlcompute==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-modelio==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-multipeerconnectivity==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-naturallanguage==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-netfs==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-network==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-networkextension==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-notificationcenter==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "14.0"
+pyobjc-framework-opendirectory==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-osakit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-oslog==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-passkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-pencilkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-photos==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-photosui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-preferencepanes==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-pubsub==9.0.1 ; platform_release >= "9.0" and platform_release < "18.0" and python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-pushkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-quartz==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-quicklookthumbnailing==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-replaykit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-safariservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "15.0"
+pyobjc-framework-safetykit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-scenekit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-screencapturekit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.4"
+pyobjc-framework-screensaver==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-screentime==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-scriptingbridge==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "9.0"
+pyobjc-framework-searchkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-security==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
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+pyobjc-framework-securityinterface==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc-framework-servicemanagement==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "10.0"
+pyobjc-framework-sharedwithyou==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-sharedwithyoucore==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-shazamkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "21.0"
+pyobjc-framework-social==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-soundanalysis==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-speech==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "19.0"
+pyobjc-framework-spritekit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "13.0"
+pyobjc-framework-storekit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "11.0"
+pyobjc-framework-syncservices==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
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+pyobjc-framework-threadnetwork==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "22.0"
+pyobjc-framework-uniformtypeidentifiers==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-usernotifications==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-usernotificationsui==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-videosubscriberaccount==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "18.0"
+pyobjc-framework-videotoolbox==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "12.0"
+pyobjc-framework-virtualization==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "20.0"
+pyobjc-framework-vision==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" and platform_release >= "17.0"
+pyobjc-framework-webkit==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pyobjc==9.0.1 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin"
+pypiwin32==223 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Windows"
+pyprind==2.11.3 ; python_version >= "3.8" and python_version < "3.12"
+pysmartdl==1.3.4 ; python_version >= "3.8" and python_version < "3.12"
+pyttsx3==2.90 ; python_version >= "3.8" and python_version < "3.12"
+pytz-deprecation-shim==0.1.0.post0 ; python_version >= "3.8" and python_version < "3.12"
+pywin32==305 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Windows"
+regex==2022.10.31 ; python_version >= "3.8" and python_version < "3.12"
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+requests==2.28.1 ; python_version >= "3.8" and python_version < "3.12"
+rsa==4.9 ; python_version >= "3.8" and python_version < "3.12"
+setuptools==65.6.3 ; python_version >= "3.8" and python_version < "3.12"
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+soupsieve==2.3.2.post1 ; python_version >= "3.8" and python_version < "3.12"
+speechrecognition==3.9.0 ; python_version >= "3.8" and python_version < "3.12"
+tensorboard-data-server==0.6.1 ; python_version >= "3.8" and python_version < "3.12"
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+tensorflow-cpu==2.5.0 ; python_version >= "3.8" and python_version < "3.12"
+tensorflow-estimator==2.5.0 ; python_version >= "3.8" and python_version < "3.12"
+termcolor==1.1.0 ; python_version >= "3.8" and python_version < "3.12"
+tqdm==4.64.1 ; python_version >= "3.8" and python_version < "3.12"
+typing-extensions==3.7.4.3 ; python_version >= "3.8" and python_version < "3.12"
+tzdata==2022.7 ; python_version >= "3.8" and python_version < "3.12"
+tzlocal==4.2 ; python_version >= "3.8" and python_version < "3.12"
+urllib3==1.26.13 ; python_version >= "3.8" and python_version < "3.12"
+werkzeug==2.2.2 ; python_version >= "3.8" and python_version < "3.12"
+wheel==0.38.4 ; python_version >= "3.8" and python_version < "3.12"
+wrapt==1.12.1 ; python_version >= "3.8" and python_version < "3.12"
+zipp==3.11.0 ; python_version >= "3.8" and python_version < "3.10"
+gradio