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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>Oncology RAG App</title> | |
| <link href="https://fonts.googleapis.com/css2?family=Poppins:wght@400;600&display=swap" rel="stylesheet"> | |
| <link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"> | |
| <style> | |
| body { | |
| background-color: black; | |
| font-family: 'Poppins', sans-serif; | |
| color: white; | |
| } | |
| .chat-container { | |
| max-width: 800px; | |
| margin: 50px auto; | |
| margin-top: 10%; | |
| padding: 20px; | |
| background-color: #333; | |
| border-radius: 10px; | |
| } | |
| .chat-heading { | |
| text-align: center; | |
| font-size: 2.5em; | |
| font-weight: 600; | |
| margin-bottom: 30px; | |
| color: #ffd700; /* Golden color for the heading */ | |
| } | |
| .chat-input { | |
| margin-top: 20px; /* Added margin */ | |
| margin-bottom: 20px; | |
| height: 100px; /* Increased height */ | |
| } | |
| .chat-button { | |
| background-color: green; | |
| color: white; | |
| padding: 10px 20px; | |
| font-size: 1.2em; | |
| } | |
| .chat-response { | |
| background-color: #444; | |
| padding: 15px; | |
| border-radius: 5px; | |
| min-height: 100px; /* Minimum height for the response box */ | |
| margin-top: 20px; | |
| } | |
| .accordion { | |
| margin-top: 20px; | |
| background-color: #444; | |
| border-radius: 5px; | |
| } | |
| .accordion-button { | |
| color: white; | |
| background-color: #555; | |
| } | |
| .accordion-body { | |
| color: white; /* Improved visibility of text */ | |
| } | |
| pre { | |
| white-space:pre-wrap; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <div class="container chat-container"> | |
| <h1 class="chat-heading">Medical RAG QA App</h1> | |
| <div class="accordion" id="appDescriptionAccordion"> | |
| <div class="accordion-item"> | |
| <h2 class="accordion-header" id="descriptionHeading"> | |
| <button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseDescription" aria-expanded="true" aria-controls="collapseDescription"> | |
| About This App | |
| </button> | |
| </h2> | |
| <div id="collapseDescription" class="accordion-collapse collapse" aria-labelledby="descriptionHeading" data-bs-parent="#appDescriptionAccordion"> | |
| <div class="accordion-body text-dark"> | |
| This is a RAG implementation using Open Source stack. Intel's Neural Chat has been used to build this app along with BGE Embeddings as an embedding model, Chroma DB as a vector store, and Langchain & CTransformers as an orchestration frameworks. | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="row"> | |
| <div class="col"> | |
| <textarea id="userInput" class="form-control chat-input" placeholder="Type your query here..."></textarea> | |
| <button id="submitBtn" class="btn chat-button">Submit</button> | |
| <div id="response" class="chat-response"></div> | |
| </div> | |
| </div> | |
| </div> | |
| <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js"></script> | |
| <script> | |
| document.getElementById('submitBtn').addEventListener('click', async function() { | |
| var userInput = document.getElementById('userInput').value; | |
| document.getElementById('response').innerHTML = '<p>Processing...</p>'; | |
| const formData = new FormData(); | |
| formData.append('query', userInput); | |
| try { | |
| const response = await fetch('/get_response', { | |
| method: 'POST', | |
| body: formData | |
| }); | |
| if (!response.ok) { | |
| throw new Error('Network response was not ok'); | |
| } | |
| const data = await response.json(); | |
| document.getElementById('response').innerHTML = `<p>${data.answer}</p><br><pre><b>Context: </b> ${data.source_document}</pre><br><pre><b>Source Document: </b> ${data.doc}</pre>`; | |
| } catch (error) { | |
| console.error('Error:', error); | |
| document.getElementById('response').innerHTML = '<p>Error processing your request</p>'; | |
| } | |
| }); | |
| </script> | |
| </body> | |
| </html> |