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| <html lang="en"> | |
| <head> | |
| <!-- Required meta tags --> | |
| <meta charset="utf-8" /> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0" /> | |
| <!-- Bootstrap CSS --> | |
| <link rel="icon" type="image" href="static\social_icons\favicon.png" /> | |
| <script src="static\dependencies\jquery\3.6.0\jquery.min.js"></script> | |
| <script src="static\dependencies\bootstrap-5.1.3-dist\js\bootstrap.min.js"></script> | |
| <link | |
| rel="stylesheet" | |
| href="static\dependencies\bootstrap-5.1.3-dist\css\bootstrap.min.css" | |
| /> | |
| <title>localGPT</title> | |
| </head> | |
| <script> | |
| function openFileSelection() { | |
| const fileInput = document.getElementById("fileInput"); | |
| fileInput.accept = ".csv, .pdf, .txt, .doc"; | |
| fileInput.click(); | |
| fileInput.addEventListener("change", handleFileSelection); | |
| } | |
| function handleFileSelection(event) { | |
| // You can perform some checks on the files here if you want | |
| // Open the modal after file selection | |
| const uploadModal = new bootstrap.Modal( | |
| document.getElementById("uploadModal"), | |
| ); | |
| uploadModal.show(); | |
| } | |
| function submitPromptForm() { | |
| // Show the modal | |
| $("#responseModal").modal("show"); | |
| // Submit the form after a short delay to allow the modal to open | |
| setTimeout(function () { | |
| document.getElementById("promptForm").submit(); | |
| }, 5); | |
| } | |
| function submitForm(action) { | |
| var form = document.getElementById("uploadForm"); | |
| var input = document.createElement("input"); | |
| input.type = "hidden"; | |
| input.name = "action"; | |
| input.value = action; | |
| form.appendChild(input); | |
| // After the form is submitted, close the current modal and open the new one. | |
| $("#uploadModal").on("hidden.bs.modal", function () { | |
| $("#ingesting-modal").modal("show"); | |
| }); | |
| if (action == "add" || action == "reset") { | |
| $("#uploadModal").modal("hide"); | |
| } | |
| form.submit(); | |
| } | |
| </script> | |
| {% if show_response_modal %} | |
| <script> | |
| $(document).ready(function () { | |
| $("#response_modal").modal("show"); | |
| }); | |
| </script> | |
| {% endif %} | |
| <style> | |
| @import url('https://fonts.googleapis.com/css2?family=Play:wght@400;700&display=swap'); | |
| body { | |
| background-image: linear-gradient(90deg, #09203f, #0057ff); | |
| height: 100vh; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| } | |
| .container{ | |
| padding: 15px; | |
| display: flex; | |
| flex-direction: column; | |
| justify-content: center; | |
| align-items: center; | |
| max-width: 1000px; | |
| margin: 0 auto; | |
| } | |
| .titlegpt{ | |
| font-size: 9vw; | |
| color: white; | |
| font-family: 'Play', sans-serif; | |
| } | |
| .search { | |
| width: 100%; | |
| box-shadow: | |
| inset 0 1px 1px rgba(0, 0, 0, 0.075), | |
| 0 0 8px rgba(255, 0, 0, 0.6); | |
| background-color: #fff; | |
| padding: 4px; | |
| border-radius: 5px; | |
| } | |
| ::placeholder { | |
| color: rgb(110, 104, 104); | |
| opacity: 1; | |
| } | |
| .search-2 { | |
| position: relative; | |
| width: 100%; | |
| } | |
| .search-2 input { | |
| height: 45px; | |
| border: none; | |
| width: 100%; | |
| padding-left: 100px; | |
| padding-right: 200px; | |
| } | |
| .search-2 input:focus { | |
| border-color: none; | |
| box-shadow: none; | |
| outline: none; | |
| } | |
| .search-2 i { | |
| position: absolute; | |
| top: 12px; | |
| left: -10px; | |
| font-size: 24px; | |
| color: #eee; | |
| } | |
| .search-2 button { | |
| position: absolute; | |
| right: 100px; | |
| top: 0px; | |
| border: none; | |
| height: 45px; | |
| background-color: #ff0059; | |
| color: #fff; | |
| width: 90px; | |
| border-radius: 4px; | |
| } | |
| .search-2 button:hover { | |
| background: #ff0059; | |
| color: #ffffff; | |
| transition: all 0.2s ease; | |
| cursor: pointer; | |
| } | |
| .search-2 .upload_button { | |
| position: absolute; | |
| right: 1px; | |
| top: 0px; | |
| border: none; | |
| height: 45px; | |
| background-color: #ff0059; | |
| color: #fff; | |
| width: 90px; | |
| border-radius: 4px; | |
| } | |
| .cancel_button { | |
| border: none; | |
| height: 45px; | |
| background-color: gray; | |
| color: #fff; | |
| width: 90px; | |
| border-radius: 4px; | |
| } | |
| .cancel_button:hover { | |
| background: rgb(114, 113, 113); | |
| color: #ffffff; | |
| transition: all 0.2s ease; | |
| cursor: pointer; | |
| } | |
| .default_button { | |
| border: none; | |
| height: 45px; | |
| background-color: #ff0059; | |
| color: #fff; | |
| width: 90px; | |
| border-radius: 4px; | |
| } | |
| .default_button:hover { | |
| background: #ff0059; | |
| color: #ffffff; | |
| transition: all 0.2s ease; | |
| cursor: pointer; | |
| } | |
| .upload_button:hover { | |
| background: #ff0059; | |
| color: #ffffff; | |
| transition: all 0.2s ease; | |
| cursor: pointer; | |
| } | |
| .search-2 .tutorial_button { | |
| position: absolute; | |
| left: 1px; | |
| top: 0px; | |
| border: none; | |
| height: 45px; | |
| background-color: #ff0059; | |
| color: #fff; | |
| width: 90px; | |
| border-radius: 4px; | |
| } | |
| .tutorial_button:hover { | |
| background: #ff0059; | |
| color: #ffffff; | |
| transition: all 0.2s ease; | |
| cursor: pointer; | |
| } | |
| .form-control:focus { | |
| border-color: #bc13cf; | |
| box-shadow: | |
| inset 0 1px 1px rgba(0, 0, 0, 0.075), | |
| 0 0 8px rgba(255, 0, 0, 0.6); | |
| } | |
| @media (max-width: 800px) { | |
| .search-2 i { | |
| left: 4px; | |
| } | |
| .search-2 input { | |
| padding-left: 34px; | |
| } | |
| .search-2 button { | |
| height: 37px; | |
| top: 5px; | |
| } | |
| .search-2 .tutorial_button { | |
| height: 37px; | |
| top: 5px; | |
| } | |
| .search-2 .upload_button { | |
| height: 37px; | |
| top: 5px; | |
| } | |
| .search-2 input { | |
| height: 45px; | |
| border: none; | |
| width: 100%; | |
| padding-left: 100px; | |
| padding-right: 200px; | |
| } | |
| .default_button { | |
| height: 37px; | |
| } | |
| .cancel_button { | |
| height: 37px; | |
| } | |
| } | |
| .accordion-button:focus { | |
| z-index: 3; | |
| border-color: #ff0059; | |
| box-shadow: 0 0 0 0.25rem rgba(153, 50, 168, 0.25); | |
| } | |
| .accordion-button:not(.collapsed) { | |
| color:#ff0059; | |
| background-color: #f5b3cb; | |
| box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.125); | |
| } | |
| </style> | |
| <body> | |
| <div class="container"> | |
| <div class="titlegpt">LocalGPT</div> | |
| <div class="search"> | |
| <div class="row"> | |
| <div class="col-md-12"> | |
| <div class="search-2"> | |
| <form | |
| id="promptForm" | |
| action="{{ url_for('home_page') }}" | |
| method="POST" | |
| > | |
| <button | |
| type="button" | |
| class="tutorial_button" | |
| data-bs-toggle="modal" | |
| data-bs-target="#tutorial_modal" | |
| > | |
| Tutorial | |
| </button> | |
| <i class="bx bxs-map"></i> | |
| <input | |
| type="text" | |
| name="user_prompt" | |
| id="searchInput" | |
| placeholder="Tell a summary of what you want to know?" | |
| /> | |
| <button type="button" onclick="submitPromptForm()"> | |
| Search | |
| </button> | |
| </form> | |
| <form | |
| id="uploadForm" | |
| action="{{ url_for('home_page') }}" | |
| method="POST" | |
| enctype="multipart/form-data" | |
| > | |
| <input | |
| type="file" | |
| name="documents" | |
| id="fileInput" | |
| style="display: none" | |
| multiple | |
| /> | |
| <button | |
| type="button" | |
| class="upload_button" | |
| onclick="openFileSelection()" | |
| > | |
| Upload | |
| </button> | |
| </form> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- For some reason the script needs to go here to make the the enter key also trigger the generating response modal --> | |
| <script> | |
| document | |
| .getElementById("searchInput") | |
| .addEventListener("keydown", function (event) { | |
| if (event.keyCode === 13) { | |
| event.preventDefault(); // Prevent form submission | |
| submitPromptForm(); // Call the function to show the modal | |
| } | |
| }); | |
| </script> | |
| <!-- Chat Response Modal --> | |
| <div | |
| class="modal fade" | |
| id="response_modal" | |
| tabindex="-1" | |
| aria-labelledby="response_modal" | |
| aria-hidden="true" | |
| > | |
| <div class="modal-dialog modal-xl modal-dialog-centered"> | |
| <div class="modal-content"> | |
| <div class="modal-header text-center"> | |
| <h5 | |
| class="modal-title w-100" | |
| id="response_modal" | |
| style="color: #292b2c" | |
| > | |
| Response | |
| </h5> | |
| </div> | |
| <div class="modal-body text-center" style="color: #292b2c"> | |
| <strong>Search</strong> | |
| <br /> | |
| <p>{{response_dict['Prompt']}}</p> | |
| <strong>Answer</strong> | |
| <br /> | |
| <p style="margin-left: 5%; margin-right: 5%"> | |
| {{response_dict['Answer']}} | |
| </p> | |
| <strong>Sources</strong> | |
| <div | |
| class="accordion" | |
| id="accordionExample" | |
| style="margin-top: 10px" | |
| > | |
| {% for item in response_dict['Sources'] %} | |
| <div class="accordion-item"> | |
| <h2 | |
| class="accordion-header text-center" | |
| id="heading{{ loop.index0 }}" | |
| > | |
| <button | |
| class="accordion-button d-block text-center" | |
| type="button" | |
| data-bs-toggle="collapse" | |
| data-bs-target="#collapse{{ loop.index0 }}" | |
| aria-expanded="true" | |
| aria-controls="collapse{{ loop.index0 }}" | |
| > | |
| {{ item[0] }} | |
| <!-- Source --> | |
| </button> | |
| </h2> | |
| <div | |
| id="collapse{{ loop.index0 }}" | |
| class="accordion-collapse collapse {% if loop.first %}show{% endif %}" | |
| aria-labelledby="heading{{ loop.index0 }}" | |
| data-bs-parent="#accordionExample" | |
| > | |
| <div | |
| class="accordion-body" | |
| style=" | |
| text-align: justify; | |
| margin-left: 5%; | |
| margin-right: 5%; | |
| " | |
| > | |
| {{ item[1] }} | |
| <!-- Content --> | |
| </div> | |
| </div> | |
| </div> | |
| {% endfor %} | |
| </div> | |
| </div> | |
| <div class="modal-footer"> | |
| <button | |
| type="button" | |
| class="default_button" | |
| data-bs-dismiss="modal" | |
| > | |
| Close | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Generating Response Modal --> | |
| <div | |
| class="modal fade" | |
| id="responseModal" | |
| tabindex="-1" | |
| aria-labelledby="responseModalLabel" | |
| aria-hidden="true" | |
| data-bs-backdrop="static" | |
| data-bs-keyboard="false" | |
| > | |
| <div class="modal-dialog modal-dialog-centered"> | |
| <div class="modal-content"> | |
| <div class="modal-header justify-content-center"> | |
| <h5 | |
| class="modal-title justify-content-center" | |
| id="responseModalLabel" | |
| > | |
| Generating Response | |
| </h5> | |
| </div> | |
| <div class="modal-body text-center"> | |
| <p>Please wait...</p> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Upload Confirmation Modal --> | |
| <div | |
| class="modal fade" | |
| id="uploadModal" | |
| tabindex="-1" | |
| aria-labelledby="uploadModalLabel" | |
| aria-hidden="true" | |
| > | |
| <div class="modal-dialog modal-dialog-centered"> | |
| <div class="modal-content"> | |
| <div class="modal-header justify-content-center"> | |
| <h5 | |
| class="modal-title justify-content-center" | |
| id="uploadModalLabel" | |
| > | |
| File Upload Confirmation | |
| </h5> | |
| </div> | |
| <div class="modal-body margin-left: 5%; text-align: left;"> | |
| <ul> | |
| <li> | |
| Click | |
| <span style="background-color: #ff0059; color: white">Add</span> if | |
| you want to add the documents selected to your pre-existing | |
| knowledge base. | |
| </li> | |
| <br /> | |
| <li> | |
| Click | |
| <span style="background-color: #ff0059; color: white">Reset</span> | |
| if you want to reset your knowledge base, and then use your new | |
| documents as your new knowledge base. | |
| </li> | |
| <br /> | |
| <li> | |
| Click | |
| <span style="background-color: gray; color: white">Cancel</span> | |
| if you don't want to make any changes. | |
| </li> | |
| </ul> | |
| </div> | |
| <div class="modal-footer justify-content-center"> | |
| <button | |
| type="submit" | |
| name="button_clicked" | |
| value="add_document" | |
| class="default_button" | |
| onclick="submitForm('add')" | |
| > | |
| Add | |
| </button> | |
| <button | |
| type="submit" | |
| name="button_clicked" | |
| value="reset_document" | |
| class="default_button" | |
| onclick="submitForm('reset')" | |
| > | |
| Reset | |
| </button> | |
| <button type="button" class="cancel_button" data-bs-dismiss="modal"> | |
| Cancel | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Ingesting Documents Modal --> | |
| <div | |
| class="modal fade" | |
| id="ingesting-modal" | |
| tabindex="-1" | |
| role="dialog" | |
| data-bs-backdrop="static" | |
| data-bs-keyboard="false" | |
| > | |
| <div class="modal-dialog modal-dialog-centered" role="document"> | |
| <div class="modal-content"> | |
| <div class="modal-header justify-content-center"> | |
| <h5 class="modal-title">Ingesting Documents...</h5> | |
| </div> | |
| <div class="modal-body text-center"> | |
| <p>Please wait while we ingest the documents.</p> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Tutorial Modal --> | |
| <div | |
| class="modal fade" | |
| id="tutorial_modal" | |
| tabindex="-1" | |
| aria-labelledby="tutorial_modal" | |
| aria-hidden="true" | |
| > | |
| <div class="modal-dialog modal-xl modal-dialog-centered"> | |
| <div class="modal-content"> | |
| <div class="modal-header text-center"> | |
| <h5 | |
| class="modal-title w-100" | |
| id="tutorial_modal" | |
| style="color: #292b2c" | |
| > | |
| Tutorial | |
| </h5> | |
| </div> | |
| <div class="modal-body" style="color: #292b2c"> | |
| <strong style="margin-left: 5%; text-align: left">About</strong> | |
| <br /> | |
| <p style="text-align: justify; margin-left: 5%; margin-right: 5%"> | |
| Introducing a cutting-edge application that empowers users to | |
| leverage the capabilities of a language model, even in the absence | |
| of an internet connection. This advanced tool serves as an | |
| indispensable resource for accessing information beyond the | |
| confines of traditional language model tools such as chatGPT. | |
| <br /><br /> | |
| One of the key advantages of this application is the preservation | |
| of data control. This feature becomes particularly valuable when | |
| handling sensitive data that must remain within the confines of an | |
| organization or personal documents that warrant utmost | |
| confidentiality, eliminating the need to transmit information | |
| through third-party channels. | |
| <br /><br /> | |
| Seamlessly integrating personal documents into the system is | |
| effortless, ensuring a smooth user experience. Whether in the form | |
| of text, PDF, CSV, or Excel files, users can conveniently provide | |
| the desired information for inquiry. The application swiftly | |
| processes these documents, effectively creating a comprehensive | |
| database for the model to leverage, enabling accurate and | |
| insightful responses. | |
| <br /><br /> | |
| A notable benefit of this approach lies in its efficient resource | |
| utilization. Unlike the resource-intensive retraining processes | |
| employed by alternative methods, the ingestion of documents within | |
| this application demands significantly less compute power. This | |
| efficiency optimization allows for a streamlined user experience, | |
| saving both time and computational resources. | |
| <br /><br /> | |
| Discover the unparalleled capabilities of this technical marvel, | |
| as it enables users to tap into the full potential of language | |
| models, all while operating offline. Experience a new era of | |
| information access, bolstering productivity and expanding | |
| possibilities. Embrace this powerful tool and unlock the true | |
| potential of your data today. | |
| </p> | |
| <strong style="margin-left: 5%; text-align: left" | |
| >Upload Documents</strong | |
| > | |
| <br /> | |
| <p | |
| style=" | |
| line-height: 1.75; | |
| margin-left: 5%; | |
| margin-right: 5%; | |
| text-align: left; | |
| " | |
| > | |
| 1. To upload documents for the app to ingest as its new knowledge | |
| base click the | |
| <span style="background-color: #ff0059; color: white">Upload</span> | |
| button. | |
| <br /> | |
| 2. Select the documents you want to serve as your new knowledge | |
| base to converse with. | |
| <br /> | |
| 3. Then you will be prompted with a confirmation to either | |
| <span style="background-color: #ff0059; color: white">Add</span> the | |
| documents to your knowledge base, | |
| <span style="background-color: #ff0059; color: white">Reset</span> | |
| your knowledge base with the documents you just selected, or | |
| <span style="background-color: gray; color: white">Cancel</span> | |
| the upload. | |
| <br /> | |
| 4. There will be a short wait time as the documents get ingested | |
| into the vector database as your new knowledge base. | |
| </p> | |
| <a | |
| href="static/document_examples/constitution.pdf" | |
| style="margin-left: 5%" | |
| download | |
| > | |
| <button class="default_button" style="width: auto"> | |
| Example Constitution | |
| </button> | |
| </a> | |
| <a href="static/document_examples/news_articles.zip" download> | |
| <button class="default_button" style="width: auto"> | |
| Example News Articles | |
| </button> | |
| </a> | |
| <br /> | |
| <br /> | |
| <strong style="margin-left: 5%; text-align: left">Searching</strong> | |
| <p | |
| style=" | |
| line-height: 1.75; | |
| margin-left: 5%; | |
| margin-right: 5%; | |
| text-align: left; | |
| " | |
| > | |
| 1. In order to ask a question, type a question into the search bar | |
| like: | |
| <br /> | |
| 2. | |
| <span style="background-color: gray; color: white" | |
| >Give me a summary of the documents</span | |
| > | |
| <br /> | |
| 3. Hit enter on your keyboard or click | |
| <span style="background-color: #ff0059; color: white">Search</span> | |
| <br /> | |
| 4. Wait while the LLM model consumes the prompt and prepares the | |
| answer. | |
| <br /> | |
| 5. Once done, it will print the answer and the 4 sources it used | |
| as context from your documents; you can then ask another question | |
| without re-running the script, just wait for the prompt again. | |
| </p> | |
| <br /> | |
| </div> | |
| <div class="modal-footer justify-content-center"> | |
| <button | |
| type="button" | |
| class="default_button" | |
| data-bs-dismiss="modal" | |
| > | |
| Close | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </body> | |
| </html> | |