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Our experiments demonstrate the effectiveness of the RAG approach, where LLMs, equipped with these bases, show substantial improvements in generating precise, relevant, and contextually rich responses. This advancement is particularly evident in the environmental science and wastewater treatment sectors, where the integration of vector databases enables the detailed understanding and management of complex data. The successful application of these methods promises a broader utility of LLMs, paving the way for more sophisticated natural language processing applications in various specialized fields. This research not only validates the feasibility of enhancing LLMs performance with structured vector databases but also sets a foundation for future innovations in AI-driven data processing and analysis in environmental engineering. References [1] Devlin, J., Chang, M.-W., Lee, K., Toutanova, K., 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. [2] Kalyan, K.S., Rajasekharan, A., Sangeetha, S., 2021. AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing. [3] Karpukhin, V., Oğuz, B., Min, S., Lewis, P., Wu, L., Edunov, S., Chen, D., Yih, W., 2020. Dense Passage Retrieval for Open-Domain Question Answering. [4] L. Yang, H. Chen, Z. Li, X. Ding, X. Wu, 2024. Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling. IEEE Trans. Knowl. Data Eng. 1–20. [5] L. Yue, Q. Liu, B. Jin, H. Wu, Y. An, 2024. A Circumstance-aware Neural Framework for Explainable Legal Judgment Prediction. IEEE Trans. Knowl. Data Eng. 1–14. [6] Lee, J., Yoon, W., Kim, Sungdong, Kim, D., Kim, Sunkyu, So, C.H., Kang, J., 2020. BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Bioinformatics 36, 1234–1240. [7] Lewis, P., Perez, E., Piktus, A., Petroni, F., Karpukhin, V., Goyal, N., Küttler, H., Lewis, M., Yih, W., Rocktäschel, T., Riedel, S., Kiela, D., n.d. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. [8] Peng, J., Gao, J., Tong, X., Guo, J., Yang, H., Qi, J., Li, R., Li, N., Xu, M., n.d. Advanced Unstructured Data Processing for ESG Reports:A Methodology for Structured Transformation and Enhanced Analysis. [9] Rillig, M.C., Ågerstrand, M., Bi, M., Gould, K.A., Sauerland, U., 2023. Risks and Benefits of Large Language Models for the Environment. Environ. Sci. Technol. 57, 3464–3466. [10] Rohde, T., Wu, X., Liu, Y., 2021. Hierarchical Learning for Generation with Long Source Sequences. [11] S. Pan, L. Luo, Y. Wang, C. Chen, J. Wang, X. Wu, 2024. Unifying Large Language Models and Knowledge Graphs: A Roadmap. IEEE Trans. Knowl. Data Eng. 1–20. [12] Unstructured, 2023. Unstructured Core https://unstructured-io.github.io/unstructured/. 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[V0_FILE]xml:file="public/favicon.svg" isMerged="true" [V0_FILE]javascriptreact:file="src/main.jsx" isEdit="true" isMerged="true" import React from "react" import ReactDOM from "react-dom/client" import { BrowserRouter } from "react-router-dom" import App from "./App.jsx" ReactDOM.createRoot(document.getElementById("root")).render( , ) [V0_FILE]javascriptreact:file="src/components/Sidebar.jsx" isEdit="true" isMerged="true" "use client" import { MessageSquare, Languages, FileText } from "lucide-react" import "./Sidebar.css" const Sidebar = ({ activeTab, setActiveTab }) => { const tabs = [ { id: "chat", icon: MessageSquare, label: "Chat", path: "/chat" }, { id: "translation", icon: Languages, label: "Translation", path: "/translation" }, { id: "chatpdf", icon: FileText, label: "ChatPDF", path: "/chatpdf" }, ] return (

{tabs.map((tab) => ( ))}

) } export default Sidebar [V0_FILE]javascriptreact:file="src/pages/Chat.jsx" isEdit="true" isMerged="true" "use client" import { useState, useRef, useEffect } from "react" import { Send } from "lucide-react" import { useNavigate } from "react-router-dom" const Chat = () => { const navigate = useNavigate() const [messages, setMessages] = useState([ { id: 1, sender: "ai", content: "Hello! I'm your Student Assistant. How can I help you with your studies today?", }, ]) const [input, setInput] = useState("") const [isThinking, setIsThinking] = useState(false) const messagesEndRef = useRef(null) const textareaRef = useRef(null) // Auto-scroll to bottom when messages change useEffect(() => { messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }) }, [messages]) // Auto-resize textarea based on content useEffect(() => { if (textareaRef.current) { // Reset height to auto to get the correct scrollHeight textareaRef.current.style.height = "auto" // Set the height to scrollHeight + 2px for border const newHeight = Math.min(textareaRef.current.scrollHeight, 120) // Max height of 120px textareaRef.current.style.height = `${newHeight}px` } }, [input]) const handleSend = () => { if (!input.trim()) return // Add user message const userMessage = { id: messages.length + 1, sender: "user", content: input, } setMessages([...messages, userMessage]) setInput("") // Reset textarea height if (textareaRef.current) { textareaRef.current.style.height = "auto" } // Show thinking effect setIsThinking(true) // Simulate AI response (in a real app, this would call an API) setTimeout(() => { const aiMessage = { id: messages.length + 2, sender: "ai", content: "I'm processing your question. In a real implementation, this would connect to an AI service to provide a helpful response.", } setMessages((prev) => [...prev, aiMessage]) setIsThinking(false) }, 2000) // Longer delay to show the thinking effect } const handleKeyDown = (e) => { if (e.key === "Enter" && !e.shiftKey) { e.preventDefault() handleSend() } } return (

Student Assistant Chat

{messages.map((message) => (

{message.sender === "ai" &&

}

{message.content}

))} {isThinking && (

)}

setInput(e.target.value)}
            onKeyDown={handleKeyDown}
            rows={1}
            disabled={isThinking}
          />
          <button className="send-button" onClick={handleSend} disabled={isThinking}>
            <Send size={20} />
          </button>
        </div>
      </div>
    </div>
  )
}

export default Chat

[V0_FILE]javascriptreact:file="src/pages/Translation.jsx" isEdit="true" isMerged="true"
"use client"

import { useState } from "react"
import { ArrowLeftRight } from "lucide-react"
import { useNavigate } from "react-router-dom"

const Translation = () => {
  const navigate = useNavigate()
  const [sourceLanguage, setSourceLanguage] = useState("English")
  const [targetLanguage, setTargetLanguage] = useState("Spanish")
  const [sourceText, setSourceText] = useState("")
  const [translatedText, setTranslatedText] = useState("")

const languages = [
    "English",
    "Spanish",
    "French",
    "German",
    "Italian",
    "Portuguese",
    "Russian",
    "Japanese",
    "Chinese",
    "Korean",
  ]

const handleSwapLanguages = () => {
    setSourceLanguage(targetLanguage)
    setTargetLanguage(sourceLanguage)
    setSourceText(translatedText)
    setTranslatedText(sourceText)
  }

const handleTranslate = () => {
    // In a real app, this would call a translation API
    setTranslatedText(`[Translated ${sourceLanguage} to ${targetLanguage}]: ${sourceText}`)
  }

return (
    <div className="page-container">
      <div className="page-header">Translation</div>
      <div className="translation-container">
        <div className="language-selectors">
          <div className="language-selector">
            <div className="select-container">
              <select className="select" value={sourceLanguage} onChange={(e) => setSourceLanguage(e.target.value)}>
                {languages.map((lang) => (
                  <option key={lang} value={lang}>
                    {lang}
                  </option>
                ))}
              </select>
              <div className="select-icon">▼</div>
            </div>
          </div>

<div className="language-selector">
            <div className="select-container">
              <select className="select" value={targetLanguage} onChange={(e) => setTargetLanguage(e.target.value)}>
                {languages.map((lang) => (
                  <option key={lang} value={lang}>
                    {lang}
                  </option>
                ))}
              </select>
              <div className="select-icon">▼</div>
            </div>
          </div>
        </div>

<div className="translation-section">
          <label className="label">Source Text</label>
          <textarea
            className="textarea"
            placeholder="Enter text to translate..."
            value={sourceText}
            onChange={(e) => setSourceText(e.target.value)}
          >

Translated Text

) } export default Translation [V0_FILE]javascriptreact:file="src/App.jsx" isEdit="true" isMerged="true" "use client" import { Routes, Route, useNavigate, useLocation } from "react-router-dom" import { useEffect } from "react" import Sidebar from "./components/Sidebar" import Chat from "./pages/Chat" import Translation from "./pages/Translation" import ChatPDF from "./pages/ChatPDF" import "./App.css" function App() { const navigate = useNavigate() const location = useLocation() // Set default route to /chat if on root path useEffect(() => { if (location.pathname === "/") { navigate("/chat") } }, [location.pathname, navigate]) // Determine active tab based on current path const getActiveTab = () => { const path = location.pathname if (path.includes("chat") && !path.includes("chatpdf")) return "chat" if (path.includes("translation")) return "translation" if (path.includes("chatpdf")) return "chatpdf" return "chat" } const handleTabChange = (tab) => { switch (tab) { case "chat": navigate("/chat") break case "translation": navigate("/translation") break case "chatpdf": navigate("/chatpdf") break default: navigate("/chat") } } return (

} /> } /> } /> } /> } />

) } export default App [V0_FILE]css:file="src/App.css" isEdit="true" isMerged="true" :root { --light-bg: #f8fafc; --soft-blue: #d9eafd; --cool-gray: #bcccdc; --deep-gray: #9aa6b2; --border-color: #e2e8f0; --text-primary: #1e293b; --text-secondary: #64748b; --success-color: #10b981; --error-color: #ef4444; } * { margin: 0; padding: 0; box-sizing: border-box; font-family: "Inter", -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Open Sans", "Helvetica Neue", sans-serif; } body { background-color: var(--light-bg); color: var(--text-primary); } .app-container { display: flex; height: 100vh; width: 100%; position: relative; } .page-container { flex: 1; padding: 0; overflow: hidden; display: flex; flex-direction: column; height: 100vh; } .page-header { padding: 20px; border-bottom: 1px solid var(--border-color); font-size: 24px; font-weight: 600; } .page-content { flex: 1; overflow: auto; padding: 20px; } .input-container { display: flex; padding: 16px; border-top: 1px solid var(--border-color); background-color: white; position: sticky; bottom: 0; width: 100%; } .text-input { flex: 1; padding: 12px 16px; border: 1px solid var(--border-color); border-radius: 8px; font-size: 14px; outline: none; background-color: var(--light-bg); resize: none; } .text-input.expandable { min-height: 40px; max-height: 120px; overflow-y: auto; line-height: 1.5; } .text-input:focus { border-color: var(--soft-blue); } .send-button { width: 40px; height: 40px; border-radius: 8px; background-color: var(--soft-blue); color: var(--text-primary); border: none; margin-left: 8px; cursor: pointer; display: flex; align-items: center; justify-content: center; align-self: flex-end; } .send-button:hover { background-color: #c8e1fc; } .send-button:disabled { opacity: 0.5; cursor: not-allowed; } .button { padding: 12px 16px; background-color: var(--soft-blue); color: var(--text-primary); border: none; border-radius: 8px; font-size: 14px; cursor: pointer; transition: background-color 0.2s; } .button:hover { background-color: #c8e1fc; } .message { margin-bottom: 16px; max-width: 80%; } .message.ai { align-self: flex-start; } .message.user { align-self: flex-end; } .message-content { padding: 12px 16px; border-radius: 12px; font-size: 14px; line-height: 1.5; } .ai .message-content { background-color: var(--soft-blue); } .user .message-content { background-color: var(--cool-gray); color: white; } .message-avatar { width: 32px; height: 32px; border-radius: 50%; background-color: var(--soft-blue); display: flex; align-items: center; justify-content: center; font-weight: 600; font-size: 14px; margin-right: 8px; } .message-container { display: flex; align-items: flex-start; } .select-container { position: relative; width: 100%; } .select { width: 100%; padding: 12px 16px; border: 1px solid var(--border-color); border-radius: 8px; background-color: white; font-size: 14px; appearance: none; cursor: pointer; } .select-icon { position: absolute; right: 16px; top: 50%; transform: translateY(-50%); pointer-events: none; } .textarea { width: 100%; min-height: 150px; padding: 12px 16px; border: 1px solid var(--border-color); border-radius: 8px; font-size: 14px; resize: none; outline: none; background-color: white; } .textarea:focus { border-color: var(--soft-blue); } .label { display: block; margin-bottom: 8px; font-weight: 500; color: var(--text-secondary); } .upload-container { border: 2px dashed var(--border-color); border-radius: 8px; padding: 40px; text-align: center; cursor: pointer; margin: 20px 0; } .upload-container:hover { border-color: var(--soft-blue); } .upload-icon { font-size: 48px; color: var(--cool-gray); margin-bottom: 16px; } .upload-text { color: var(--text-secondary); margin-bottom: 16px; } .file-input { display: none; } .chat-container { display: flex; flex-direction: column; height: 100%; overflow: hidden; } .messages-container { flex: 1; overflow-y: auto; padding: 20px; display: flex; flex-direction: column; } .pdf-container { display: flex; height: 100%; } .pdf-sidebar { width: 300px; border-right: 1px solid var(--border-color); display: flex; flex-direction: column; background-color: white; } .pdf-sidebar-header { padding: 16px; border-bottom: 1px solid var(--border-color); } .pdf-sidebar-content { flex: 1; overflow-y: auto; padding: 16px; } .pdf-main-empty { flex: 1; display: flex; flex-direction: column; justify-content: center; align-items: center; padding: 20px; } .pdf-main-with-chat { flex: 1; display: flex; height: 100%; } .pdf-viewer-container { flex: 1; display: flex; flex-direction: column; border-right: 1px solid var(--border-color); overflow: auto; } .pdf-chat-container { width: 350px; display: flex; flex-direction: column; background-color: white; } .pdf-viewer { display: flex; flex-direction: column; flex: 1; overflow: auto; } .pdf-chat { display: flex; flex-direction: column; flex: 1; } .empty-state { display: flex; flex-direction: column; align-items: center; justify-content: center; height: 100%; color: var(--text-secondary); } .empty-icon { font-size: 64px; margin-bottom: 16px; color: var(--cool-gray); } .translation-container { display: flex; flex-direction: column; height: 100%; padding: 20px; } .translation-header { margin-bottom: 20px; } .language-selectors { display: flex; align-items: center; margin-bottom: 20px; } .language-selector { flex: 1; } .swap-button { margin: 0 16px; width: 40px; height: 40px; border-radius: 8px; background-color: var(--soft-blue); color: var(--text-primary); border: none; cursor: pointer; display: flex; align-items: center; justify-content: center; } .swap-button:hover { background-color: #c8e1fc; } .translation-section { margin-bottom: 20px; } .search-input { width: 100%; padding: 8px 12px; border: 1px solid var(--border-color); border-radius: 8px; font-size: 14px; outline: none; background-color: var(--light-bg); } .search-input:focus { border-color: var(--soft-blue); } .new-chat-button { width: 100%; padding: 12px; background-color: var(--soft-blue); color: var(--text-primary); border: none; border-radius: 8px; font-size: 14px; cursor: pointer; display: flex; align-items: center; justify-content: center; gap: 8px; margin-bottom: 16px; } .new-chat-button:hover { background-color: #c8e1fc; } .file-item { display: flex; align-items: flex-start; padding: 12px; border-radius: 8px; cursor: pointer; margin-bottom: 8px; background-color: var(--light-bg); transition: background-color 0.2s; } .file-item:hover { background-color: var(--soft-blue); } .file-item.active { background-color: var(--soft-blue); } .file-item-details { margin-left: 8px; overflow: hidden; } .file-item-name { font-weight: 500; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; } .file-item-timestamp { font-size: 12px; color: var(--text-secondary); margin-top: 2px; } .document-viewer-header { display: flex; justify-content: space-between; align-items: center; padding: 12px 16px; border-bottom: 1px solid var(--border-color); background-color: white; } .document-title { font-weight: 500; } .document-controls { display: flex; gap: 8px; align-items: center; } .document-control-button { width: 32px; height: 32px; border-radius: 4px; background-color: var(--light-bg); color: var(--text-primary); border: none; cursor: pointer; display: flex; align-items: center; justify-content: center; } .document-control-button:hover { background-color: var(--soft-blue); } .document-content { flex: 1; padding: 16px; display: flex; justify-content: center; align-items: flex-start; background-color: var(--light-bg); overflow: auto; } .pdf-placeholder { width: 100%; height: 100%; min-height: 300px; background-color: #e2e8f0; border-radius: 4px; box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); display: flex; flex-direction: column; } .pdf-page-indicator { padding: 8px 16px; background-color: rgba(0, 0, 0, 0.05); font-size: 12px; color: var(--text-secondary); text-align: center; } .pdf-content { flex: 1; padding: 20px; display: flex; flex-direction: column; align-items: center; justify-content: center; position: relative; } .upload-document-section { max-width: 600px; padding: 24px; background-color: white; border-radius: 8px; box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05); } .upload-document-section h3 { margin-bottom: 16px; font-size: 16px; font-weight: 500; } .upload-container { border: 2px dashed var(--border-color); border-radius: 8px; padding: 24px; text-align: center; cursor: pointer; } .upload-container:hover { border-color: var(--soft-blue); } /* Thinking animation */ .thinking { min-width: 60px; display: flex; align-items: center; justify-content: center; } .thinking-dots { display: flex; align-items: center; gap: 4px; } .thinking-dots span { width: 8px; height: 8px; border-radius: 50%; background-color: var(--text-primary); opacity: 0.7; animation: thinking 1.4s infinite ease-in-out both; } .thinking-dots span:nth-child(1) { animation-delay: -0.32s; } .thinking-dots span:nth-child(2) { animation-delay: -0.16s; } @keyframes thinking { 0%, 80%, 100% { transform: scale(0); } 40% { transform: scale(1); } } /* Add styles for the zoom level indicator */ .zoom-level { font-size: 12px; color: var(--text-secondary); margin-left: 8px; min-width: 40px; } /* Reference link styles */ .reference-link { color: #3b82f6; text-decoration: none; font-weight: 500; cursor: pointer; transition: color 0.2s; padding: 0 2px; border-radius: 2px; background-color: rgba(59, 130, 246, 0.1); } .reference-link:hover { color: #2563eb; text-decoration: underline; background-color: rgba(59, 130, 246, 0.2); } /* PDF highlight styles */ .pdf-highlight { background-color: rgba(255, 255, 0, 0.3); border-radius: 2px; padding: 0 2px; } /* PDF viewer wrapper */ .pdf-viewer-wrapper { position: relative; width: 100%; height: 100%; } /* Highlight status notification */ .highlight-status { position: absolute; top: 10px; left: 50%; transform: translateX(-50%); padding: 8px 16px; border-radius: 4px; font-size: 14px; z-index: 1000; animation: fadeOut 3s forwards; box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1); } .highlight-status.success { background-color: var(--success-color); color: white; } .highlight-status.error { background-color: var(--error-color); color: white; } @keyframes fadeOut { 0% { opacity: 1; } 70% { opacity: 1; } 100% { opacity: 0; visibility: hidden; } } [V0_FILE]json:file="package.json" isEdit="true" isMerged="true" { "name": "student-assistant", "private": true, "version": "0.0.0", "type": "module", "scripts": { "dev": "vite", "build": "vite build", "lint": "eslint . --ext js,jsx --report-unused-disable-directives --max-warnings 0", "preview": "vite preview" }, "dependencies": { "@react-pdf-viewer/core": "^3.12.0", "@react-pdf-viewer/highlight": "^3.12.0", "@react-pdf-viewer/page-navigation": "^3.12.0", "@react-pdf-viewer/search": "^3.12.0", "lucide-react": "^0.363.0", "pdfjs-dist": "^3.4.120", "react": "^18.2.0", "react-dom": "^18.2.0", "react-router-dom": "^6.22.3" }, "devDependencies": { "@types/react": "^18.2.66", "@types/react-dom": "^18.2.22", "@vitejs/plugin-react": "^4.2.1", "eslint": "^8.57.0", "eslint-plugin-react": "^7.34.1", "eslint-plugin-react-hooks": "^4.6.0", "eslint-plugin-react-refresh": "^0.4.6", "vite": "^5.2.0" } } [V0_FILE]typescriptreact:file="src/pages/ChatPDF.jsx" isEdit="true" "use client" import { useState, useRef, useEffect, useCallback } from "react" import { Upload, Plus, Send, FileText, ZoomIn, ZoomOut, RotateCw, RefreshCw } from "lucide-react" import { Viewer, Worker, SpecialZoomLevel } from "@react-pdf-viewer/core" import { pageNavigationPlugin } from "@react-pdf-viewer/page-navigation" import { searchPlugin } from "@react-pdf-viewer/search" import "@react-pdf-viewer/core/lib/styles/index.css" import "@react-pdf-viewer/page-navigation/lib/styles/index.css" import "@react-pdf-viewer/search/lib/styles/index.css" import { useNavigate, useParams } from "react-router-dom" const ChatPDF = () => { const navigate = useNavigate() const { fileName } = useParams() const [files, setFiles] = useState([]) const [activeFile, setActiveFile] = useState(null) const [messages, setMessages] = useState([]) const [input, setInput] = useState("") const [searchQuery, setSearchQuery] = useState("") const [isThinking, setIsThinking] = useState(false) const messagesEndRef = useRef(null) const textareaRef = useRef(null) const [zoomLevel, setZoomLevel] = useState(100) // 100% is the default zoom level const [currentPage, setCurrentPage] = useState(1) // Track current page for navigation const [highlightStatus, setHighlightStatus] = useState(null) // Track highlight status // Create refs for plugin instances const viewerRef = useRef(null) // Initialize plugins const pageNavigationPluginInstance = pageNavigationPlugin() const { jumpToPage } = pageNavigationPluginInstance // Initialize search plugin const searchPluginInstance = searchPlugin({ enableShortcuts: true, }) // Get search method from plugin const { setTargetPages, search } = searchPluginInstance // Load files from localStorage on component mount useEffect(() => { const savedFiles = localStorage.getItem("pdfFiles") if (savedFiles) { try { setFiles(JSON.parse(savedFiles)) } catch (e) { console.error("Error loading saved files:", e) } } }, []) // Save files to localStorage when they change useEffect(() => { if (files.length > 0) { // We need to remove the actual file object before saving to localStorage const filesForStorage = files.map((file) => ({ id: file.id, name: file.name, size: file.size, timestamp: file.timestamp, })) localStorage.setItem("pdfFiles", JSON.stringify(filesForStorage)) } }, [files]) // Handle URL parameter for file name useEffect(() => { if (fileName && files.length > 0) { const fileToActivate = files.find( (file) => file.name.toLowerCase() === decodeURIComponent(fileName).toLowerCase(), ) if (fileToActivate) { setActiveFile(fileToActivate) // Load messages for this file from localStorage const savedMessages = localStorage.getItem(`messages_${fileToActivate.id}`) if (savedMessages) { try { setMessages(JSON.parse(savedMessages)) } catch (e) { console.error("Error loading saved messages:", e) // Set default welcome message if there's an error setMessages([ { id: 1, sender: "ai", content: `I've loaded "${fileToActivate.name}". What would you like to know about this document?`, }, ]) } } else { // Set default welcome message if no saved messages setMessages([ { id: 1, sender: "ai", content: `I've loaded "${fileToActivate.name}". What would you like to know about this document?`, }, ]) } } } }, [fileName, files]) // Save messages for active file to localStorage when they change useEffect(() => { if (activeFile && messages.length > 0) { localStorage.setItem(`messages_${activeFile.id}`, JSON.stringify(messages)) } }, [activeFile, messages]) // Auto-scroll to bottom when messages change useEffect(() => { messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }) }, [messages]) // Auto-resize textarea based on content useEffect(() => { if (textareaRef.current) { // Reset height to auto to get the correct scrollHeight textareaRef.current.style.height = "auto" // Set the height to scrollHeight + 2px for border const newHeight = Math.min(textareaRef.current.scrollHeight, 120) // Max height of 120px textareaRef.current.style.height = `${newHeight}px` } }, [input]) // Extract a shorter, more searchable text from the original text const extractSearchableText = (originalText) => { // If text is too long, extract the first sentence or first 100 characters if (originalText.length > 150) { // Try to find the first sentence const firstSentenceMatch = originalText.match(/^[^.!?]+[.!?]/) if (firstSentenceMatch) { return firstSentenceMatch[0].trim() } // If no sentence found, take first 100 chars return originalText.substring(0, 100).trim() } return originalText.trim() } // Handle reference click to navigate to specific page and highlight text const handleReferenceClick = useCallback( (refNumber, pageNumber, originalText) => { // Set the current page to navigate to setCurrentPage(pageNumber) // Reset highlight status setHighlightStatus(null) // Extract a more searchable portion of text const searchableText = extractSearchableText(originalText) console.log(`Navigating to reference [${refNumber}] on page ${pageNumber}`) console.log(`Searching for text: "${searchableText}"`) // Use the page navigation plugin to jump to the page (0-based index) jumpToPage(pageNumber - 1) // Wait for the page to load, then search for the text setTimeout(() => { try { // Set the target page to search on setTargetPages([pageNumber - 1]) // Perform the search const searchResult = search(searchableText) if (searchResult) { setHighlightStatus({ success: true, message: `Highlighted text on page ${pageNumber}`, }) } else { setHighlightStatus({ success: false, message: `Text not found on page ${pageNumber}`, }) } } catch (error) { console.error("Error highlighting text:", error) setHighlightStatus({ success: false, message: `Error highlighting text: ${error.message}`, }) } }, 800) // Longer delay to ensure page is loaded }, [jumpToPage, search, setTargetPages], ) // Add event listener for reference clicks useEffect(() => { const handleLinkClick = (e) => { if (e.target.classList.contains("reference-link")) { e.preventDefault() const refNumber = e.target.getAttribute("data-ref") const pageNumber = Number.parseInt(e.target.getAttribute("data-page")) const originalText = decodeURIComponent(e.target.getAttribute("data-text")) handleReferenceClick(refNumber, pageNumber, originalText) } } document.addEventListener("click", handleLinkClick) return () => document.removeEventListener("click", handleLinkClick) }, [handleReferenceClick]) // Render message content with clickable references const renderMessageContent = (message) => { if (message.sender !== "ai" || !message.context) return message.content // Replace references like [1, 2, 5] or [1] with clickable links const contentWithLinks = message.content.replace(/\[(\d+(?:,\s*\d+)*)\]/g, (match, refNumbers) => { // Split the reference numbers and create links for each const numbers = refNumbers.split(",").map((num) => num.trim()) return numbers .map((refNumber, index) => { const docIndex = Number.parseInt(refNumber) - 1 const contextDoc = message.context?.[docIndex] if (contextDoc) { // Encode the original text to safely include it in the data attribute const encodedText = encodeURIComponent(contextDoc.original_text) return `[${refNumber}]${index < numbers.length - 1 ? ", " : ""}` } return `[${refNumber}]${index < numbers.length - 1 ? ", " : ""}` }) .join("") }) return } const handleFileUpload = (e) => { const file = e.target.files[0] if (file && file.type === "application/pdf") { const fileUrl = URL.createObjectURL(file) const newFile = { id: Date.now(), name: file.name, size: file.size, file: file, fileUrl: fileUrl, // Store the URL for the PDF viewer timestamp: new Date().toLocaleString(), } const updatedFiles = [...files, newFile] setFiles(updatedFiles) setActiveFile(newFile) // Reset messages for new file setMessages([ { id: 1, sender: "ai", content: `I've loaded "${file.name}". What would you like to know about this document?`, }, ]) } else { alert("Please upload a PDF file") } } const handleDrop = (e) => { e.preventDefault() const file = e.dataTransfer.files[0] if (file && file.type === "application/pdf") { const fileUrl = URL.createObjectURL(file) const newFile = { id: Date.now(), name: file.name, size: file.size, file: file, fileUrl: fileUrl, // Store the URL for the PDF viewer timestamp: new Date().toLocaleString(), } const updatedFiles = [...files, newFile] setFiles(updatedFiles) setActiveFile(newFile) // Reset messages for new file setMessages([ { id: 1, sender: "ai", content: `I've loaded "${file.name}". What would you like to know about this document?`, }, ]) } else { alert("Please upload a PDF file") } } const handleDragOver = (e) => { e.preventDefault() } const handleSend = () => { if (!input.trim() || !activeFile) return // Add user message const userMessage = { id: messages.length + 1, sender: "user", content: input, } setMessages([...messages, userMessage]) setInput("") // Reset textarea height if (textareaRef.current) { textareaRef.current.style.height = "auto" } // Show thinking effect setIsThinking(true) // Simulate AI response with context for references setTimeout(() => { const aiMessage = { id: messages.length + 2, sender: "ai", content: `The main topic of the documents is the integration of Large Language Models (LLMs) with domain-specific knowledge and vector databases, particularly in environmental science and wastewater treatment sectors [1, 2, 5]. This involves challenges and solutions for processing and structuring data, as well as the use of vector databases to enhance LLM performance [2, 3, 5].`, context: [ { summary: "Integration of LLMs with domain-specific knowledge", original_text: "The methodologies developed in this study significantly enhance the capability of LLMs to leverage domain-specific knowledge through the construction of vector knowledge bases.", page_number: 3, }, { summary: "Applications in environmental science", original_text: "This advancement is particularly evident in the environmental science and wastewater treatment sectors, where the integration of vector databases enables the detailed understanding and management of complex data.", page_number: 7, }, { summary: "Dense Passage Retrieval for Question Answering", original_text: "Karpukhin, V., Oğuz, B., Min, S., Lewis, P., Wu, L., Edunov, S., Chen, D., Yih, W., 2020. Dense Passage Retrieval for Open-Domain Question Answering.", page_number: 12, }, { summary: "BERT Pre-training", original_text: "Devlin, J., Chang, M.-W., Lee, K., Toutanova, K., 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.", page_number: 15, }, { summary: "Enhancing LLMs with Knowledge Graphs", original_text: "L. Yue, Q. Liu, B. Jin, H. Wu, Y. An, 2024. A Circumstance-aware Neural Framework for Explainable Legal Judgment Prediction. IEEE Trans. Knowl. Data Eng. 1–14.", page_number: 19, }, ], } setMessages((prev) => [...prev, aiMessage]) setIsThinking(false) }, 2000) // Longer delay to show the thinking effect } const handleKeyDown = (e) => { if (e.key === "Enter" && !e.shiftKey) { e.preventDefault() handleSend() } } const handleFileClick = (file) => { // Navigate to the file's URL navigate(`/chatpdf/${encodeURIComponent(file.name)}`) } const filteredFiles = files.filter((file) => file.name.toLowerCase().includes(searchQuery.toLowerCase())) const handleZoomIn = () => { // Increase zoom by 10%, max 200% setZoomLevel((prevZoom) => Math.min(prevZoom + 10, 200)) } const handleZoomOut = () => { // Decrease zoom by 10%, min 50% setZoomLevel((prevZoom) => Math.max(prevZoom - 10, 50)) } const renderFileList = () => { if (filteredFiles.length === 0) { return (

No chat sessions found

Upload a PDF to get started

) } return filteredFiles.map((file) => (

handleFileClick(file)} >

{file.name}

{file.timestamp}

)) } const renderDocumentViewer = () => { if (!activeFile) { return (

Upload a new document

Drag and drop your PDF file here

PDF files only, up to 10MB

) } return ( <>

Document Viewer

{zoomLevel}%

{/* Real PDF viewer */}

{activeFile.fileUrl ? (

{/* Show highlight status notification if available */} {highlightStatus && (

{highlightStatus.message}

)} { // Update current page setCurrentPage(1) }} ref={viewerRef} />

) : (

Loading document...

)}

) } return (

setSearchQuery(e.target.value)} />

{renderFileList()}

{!activeFile ? (

{renderDocumentViewer()}

) : (

{renderDocumentViewer()}

{messages.map((message) => (

{message.sender === "ai" &&

}

{message.sender === "ai" && message.context ? renderMessageContent(message) : message.content}

))} {isThinking && (

)}

setInput(e.target.value)}
                  onKeyDown={handleKeyDown}
                  rows={1}
                  disabled={isThinking}
                />
                <button className="send-button" onClick={handleSend} disabled={isThinking}>
                  <Send size={20} />
                </button>
              </div>
            </div>
          </div>
        )}
      </div>
    </div>
  )
}

export default ChatPDF
45:oa,116:Tafb7,45:oafb7,[V0_FILE]css:file="src/components/Sidebar.css" isMerged="true"
.sidebar {
  width: 60px;
  background-color: var(--soft-blue);
  display: flex;
  flex-direction: column;
  align-items: center;
  padding: 16px 0;
}

.sidebar-button {
  width: 40px;
  height: 40px;
  border-radius: 8px;
  background-color: transparent;
  color: var(--text-primary);
  border: none;
  margin-bottom: 16px;
  cursor: pointer;
  display: flex;
  align-items: center;
  justify-content: center;
  transition: background-color 0.2s;
}

.sidebar-button:hover {
  background-color: rgba(255, 255, 255, 0.5);
}

.sidebar-button.active {
  background-color: white;
  color: var(--text-primary);
}

[V0_FILE]html:file="index.html" isMerged="true"
<!DOCTYPE html>
<html lang="en">
  <head>
    <meta charset="UTF-8" />
    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
    <title>Student Assistant</title>
    <link rel="preconnect" href="https://fonts.googleapis.com">
    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
    <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
  </head>
  <body>
    <div id="root"></div>
    <script type="module" src="/src/main.jsx"></script>
  </body>
</html>

[V0_FILE]xml:file="public/favicon.svg" isMerged="true"
<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="#D9EAFD" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
  <path d="M22 10v6M2 10l10-5 10 5-10 5z"/>
  <path d="M6 12v5c3 3 9 3 12 0v-5"/>
</svg>

[V0_FILE]javascriptreact:file="src/main.jsx" isEdit="true" isMerged="true"
import React from "react"
import ReactDOM from "react-dom/client"
import { BrowserRouter } from "react-router-dom"
import App from "./App.jsx"

ReactDOM.createRoot(document.getElementById("root")).render(
  <React.StrictMode>
    <BrowserRouter>
      <App />
    </BrowserRouter>
  </React.StrictMode>,
)

[V0_FILE]javascriptreact:file="src/components/Sidebar.jsx" isEdit="true" isMerged="true"
"use client"

import { MessageSquare, Languages, FileText } from "lucide-react"
import "./Sidebar.css"

const Sidebar = ({ activeTab, setActiveTab }) => {
  const tabs = [
    { id: "chat", icon: MessageSquare, label: "Chat", path: "/chat" },
    { id: "translation", icon: Languages, label: "Translation", path: "/translation" },
    { id: "chatpdf", icon: FileText, label: "ChatPDF", path: "/chatpdf" },
  ]

return (
    <div className="sidebar">
      {tabs.map((tab) => (
        <button
          key={tab.id}
          className={`sidebar-button ${activeTab === tab.id ? "active" : ""}`}
          onClick={() => setActiveTab(tab.id)}
          aria-label={tab.label}
          title={tab.label}
        >
          <tab.icon size={24} />
        </button>
      ))}
    </div>
  )
}

export default Sidebar

[V0_FILE]javascriptreact:file="src/pages/Chat.jsx" isEdit="true" isMerged="true"
"use client"

import { useState, useRef, useEffect } from "react"
import { Send } from "lucide-react"
import { useNavigate } from "react-router-dom"

const Chat = () => {
  const navigate = useNavigate()
  const [messages, setMessages] = useState([
    {
      id: 1,
      sender: "ai",
      content: "Hello! I'm your Student Assistant. How can I help you with your studies today?",
    },
  ])
  const [input, setInput] = useState("")
  const [isThinking, setIsThinking] = useState(false)
  const messagesEndRef = useRef(null)
  const textareaRef = useRef(null)

// Auto-scroll to bottom when messages change
  useEffect(() => {
    messagesEndRef.current?.scrollIntoView({ behavior: "smooth" })
  }, [messages])

// Auto-resize textarea based on content
  useEffect(() => {
    if (textareaRef.current) {
      // Reset height to auto to get the correct scrollHeight
      textareaRef.current.style.height = "auto"
      // Set the height to scrollHeight + 2px for border
      const newHeight = Math.min(textareaRef.current.scrollHeight, 120) // Max height of 120px
      textareaRef.current.style.height = `${newHeight}px`
    }
  }, [input])

const handleSend = () => {
    if (!input.trim()) return

// Add user message
    const userMessage = {
      id: messages.length + 1,
      sender: "user",
      content: input,
    }

setMessages([...messages, userMessage])
    setInput("")

// Reset textarea height
    if (textareaRef.current) {
      textareaRef.current.style.height = "auto"
    }

// Show thinking effect
    setIsThinking(true)

// Simulate AI response (in a real app, this would call an API)
    setTimeout(() => {
      const aiMessage = {
        id: messages.length + 2,
        sender: "ai",
        content:
          "I'm processing your question. In a real implementation, this would connect to an AI service to provide a helpful response.",
      }
      setMessages((prev) => [...prev, aiMessage])
      setIsThinking(false)
    }, 2000) // Longer delay to show the thinking effect
  }

const handleKeyDown = (e) => {
    if (e.key === "Enter" && !e.shiftKey) {
      e.preventDefault()
      handleSend()
    }
  }

return (
    <div className="page-container">
      <div className="page-header">Student Assistant Chat</div>
      <div className="chat-container">
        <div className="messages-container">
          {messages.map((message) => (
            <div key={message.id} className={`message ${message.sender}`}>
              <div className="message-container">
                {message.sender === "ai" && <div className="message-avatar">AI</div>}
                <div className="message-content">{message.content}</div>
              </div>
            </div>
          ))}

{isThinking && (
            <div className="message ai">
              <div className="message-container">
                <div className="message-avatar">AI</div>
                <div className="message-content thinking">
                  <div className="thinking-dots">
                    <span></span>
                    <span></span>
                    <span></span>
                  </div>
                </div>
              </div>
            </div>
          )}

<div className="input-container">
          <textarea
            ref={textareaRef}
            className="text-input expandable"
            placeholder="Ask me anything about your studies..."
            value={input}
            onChange={(e) => setInput(e.target.value)}
            onKeyDown={handleKeyDown}
            rows={1}
            disabled={isThinking}
          />
          <button className="send-button" onClick={handleSend} disabled={isThinking}>
            <Send size={20} />
          </button>
        </div>
      </div>
    </div>
  )
}

export default Chat

[V0_FILE]javascriptreact:file="src/pages/Translation.jsx" isEdit="true" isMerged="true"
"use client"

import { useState } from "react"
import { ArrowLeftRight } from "lucide-react"
import { useNavigate } from "react-router-dom"

const languages = [
    "English",
    "Spanish",
    "French",
    "German",
    "Italian",
    "Portuguese",
    "Russian",
    "Japanese",
    "Chinese",
    "Korean",
  ]

const handleSwapLanguages = () => {
    setSourceLanguage(targetLanguage)
    setTargetLanguage(sourceLanguage)
    setSourceText(translatedText)
    setTranslatedText(sourceText)
  }

const handleTranslate = () => {
    // In a real app, this would call a translation API
    setTranslatedText(`[Translated ${sourceLanguage} to ${targetLanguage}]: ${sourceText}`)
  }

Translated Text

} /> } /> } /> } /> } />

No chat sessions found

Upload a PDF to get started

) } return filteredFiles.map((file) => (

handleFileClick(file)} >

{file.name}

{file.timestamp}

)) } const renderDocumentViewer = () => { if (!activeFile) { return (

Upload a new document

Drag and drop your PDF file here

PDF files only, up to 10MB

) } return ( <>

Document Viewer

{zoomLevel}%

{/* Real PDF viewer */}

{activeFile.fileUrl ? (

{/* Show highlight status notification if available */} {highlightStatus && (

{highlightStatus.message}

)} { // Update current page setCurrentPage(1) }} ref={viewerRef} />

) : (

Loading document...

)}

) } return (

setSearchQuery(e.target.value)} />

{renderFileList()}

{!activeFile ? (

{renderDocumentViewer()}

) : (

{renderDocumentViewer()}

{messages.map((message) => (

{message.sender === "ai" &&

}

{message.sender === "ai" && message.context ? renderMessageContent(message) : message.content}

))} {isThinking && (

)}

setInput(e.target.value)}
                  onKeyDown={handleKeyDown}
                  rows={1}
                  disabled={isThinking}
                />
                <button className="send-button" onClick={handleSend} disabled={isThinking}>
                  <Send size={20} />
                </button>
              </div>
            </div>
          </div>
        )}
      </div>
    </div>
  )
}

export default ChatPDF
45:o5263,f2:["$","$Lf4",null,{"params":{"chatId":"Psrwakpt2sP"},"promises":{"attributes":"$@fe","externalMeta":"$@ff","latest":"$@100","messagesRange":"$@101","messages":"$@102","template":"$@103","gitStatus":"$@104"},"children":["$","$L106",null,{"chatId":"Psrwakpt2sP","children":["$","$L107",null,{"seedOnlyKeys":["@\"chat:state\",\"Psrwakpt2sP\","],"data":{"block:output:initial":{"id":"b_s91BEUMOXGg","result":"$@108"},"/chat/api/snapshots/proxy?chatId=Psrwakpt2sP&messageId=t7sapokvhCdnCxpmw7rZPSmXqJeofBi9&v=v2":"$@109","@\"block:mappings\",\"Psrwakpt2sP\",":{"sqlBlockExecutionStates":"$Q10a","blocksForkedFrom":"$Q10b","blocksTemplateIds":"$Q10c","blocksCreatedAt":"$Q10d","blocksShared":"$Q10e","blocksDeployed":"$Q10f","blocksSubdomains":"$Q110","brandedBlocks":"$Q111","unlistedBlocks":"$Q112","blockOutputs":"$Q113"},"@\"chat:state\",\"Psrwakpt2sP\",":{"messages":[{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"e76Mzt4WirF81otK281bFWMg7RvHq3Yx","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-03-29T10:39:59.630Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading 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message"}]]},"loadingBlocks":[{"blockId":"b_D3Xjm85WFnC","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"99PjPoMtag0mWrWIWnFr0wkkSGuFFg9m","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"7zPPrAXQSFa41vwFzae7Cfp6uIGhqZzI","type":"message","createdAt":"$D2025-03-29T10:53:47.387Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"ON57RPXgJKXilKIOX64gwxPwZEmjX8qa","parentId":"99PjPoMtag0mWrWIWnFr0wkkSGuFFg9m","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-03-29T10:57:14.771Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_btwGUP3iCBS","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"FoJHgpjGuVHJggXjjFeN8dMyOb5uxnuk","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"ON57RPXgJKXilKIOX64gwxPwZEmjX8qa","type":"message","createdAt":"$D2025-03-29T10:57:14.772Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"Xop1NEnoG43MCyfeD2gIoWgqC7vI4cyq","parentId":"FoJHgpjGuVHJggXjjFeN8dMyOb5uxnuk","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-03-29T11:13:09.162Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_gvjKgmSlWFT","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"5qcino4sDK6biykxezhquDGZvnbrGrKP","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"Xop1NEnoG43MCyfeD2gIoWgqC7vI4cyq","type":"message","createdAt":"$D2025-03-29T11:13:09.163Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"e6q1PVjci2w9PwFVFmgRsUkaWx14GtPN","parentId":"5qcino4sDK6biykxezhquDGZvnbrGrKP","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-04-05T14:37:00.273Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_FH5aG74nhjf","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"8QH3qyjEC8rhWdbbc3ugRh5hwiLGU4IU","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"e6q1PVjci2w9PwFVFmgRsUkaWx14GtPN","type":"message","createdAt":"$D2025-04-05T14:37:00.274Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"i7yBGm6ehNKCFTy9ZQEX9Pao1IQGAzML","parentId":"8QH3qyjEC8rhWdbbc3ugRh5hwiLGU4IU","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-04-05T15:16:13.653Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_xuOHd8VYplB","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"L8Wio6dk66zqvbXQVi3QXT0tUnN9g9vh","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"i7yBGm6ehNKCFTy9ZQEX9Pao1IQGAzML","type":"message","createdAt":"$D2025-04-05T15:16:13.654Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"iaCpuZbblIoRKA7BwK6B6h0zYceYo8i2","parentId":"L8Wio6dk66zqvbXQVi3QXT0tUnN9g9vh","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-04-05T15:42:55.943Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_0xy7uG6kJ2Z","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"QixSq73REqHKDsDdRMt7ayjsQNnY96do","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"iaCpuZbblIoRKA7BwK6B6h0zYceYo8i2","type":"message","createdAt":"$D2025-04-05T15:42:55.944Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"pbcS3ByD5BJlF7oKjjeFcNGK5kFBYTqZ","parentId":"QixSq73REqHKDsDdRMt7ayjsQNnY96do","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-04-06T10:28:50.514Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading message"}]]},"loadingBlocks":[{"blockId":"b_jBzthscP7Gx","type":"code-project","isVersioned":true}],"isContentLoading":true,"role":"assistant","id":"DK2rDYqTg3J1NnUui8vNFs0aYfKDVhq6","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"pbcS3ByD5BJlF7oKjjeFcNGK5kFBYTqZ","type":"message","createdAt":"$D2025-04-06T10:28:50.515Z"},{"content":{"type":"parts","parts":[],"version":1},"role":"user","id":"Y3PqTFfNJQPhazmhSEUK1QmyjRLJmL1v","parentId":"DK2rDYqTg3J1NnUui8vNFs0aYfKDVhq6","type":"message","isContentLoading":true,"authorId":"","createdAt":"$D2025-04-06T10:38:42.849Z"},{"content":{"type":"message-binary-format","value":[[0,[["p",{},["text",{},"Loading..."]]]],[1,{"title":"Loading 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references section). This is likely causing issues with the highlighting functionality.\n\nThe `jumpToHighlightArea` method in the highlight plugin works best with shorter, more specific text segments. When given a very long text, it might not be able to find an exact match, especially if there are any formatting differences between what's in the PDF and what we're passing.\n\nLet's improve the highlighting functionality by:\n\n- Limiting the text length for highlighting\n- Using the search plugin instead of or in addition to the highlight plugin\n- Implementing a more robust approach to text highlighting\n- Adding visual feedback when highlighting fails"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1},"id":"thinking-0"}],["p",{},["text",{},"Let me fix the highlighting functionality. The issue is that the text being passed is too long and complex for the highlight plugin to handle effectively."]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_z9DhctsGLEj","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[],"source":"[V0_FILE]tsx:file=\"empty.tsx\"\n...","needsBlockSource":true,"isAllImages":false,"blockId":"b_z9DhctsGLEj","meta":{"type":"code-project","id":"student_assistant","project":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1},"id":"block-b_z9DhctsGLEj"}]]],[1,{}]]},"context":[],"isContentLoading":false,"role":"assistant","id":"JLyqW0MPcTTBJfDqm71XZpTEA3ql6L01","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"LBWmsgk82BrTr2fvtlZq8WSPPSuK9sCA","type":"message","creditCost":0.2596185,"workMetrics":{"diffMap":{}},"createdAt":"$D2025-04-06T11:45:46.323Z","updatedAt":"$D2025-04-06T11:48:20.048Z"},{"content":{"type":"parts","parts":[{"type":"mdx","content":"Uncaught TypeError: children is not a function\n    at Search (@react-pdf-viewer_search.js?v=c7af708e:615:14)\n    at react-stack-bottom-frame (react-dom_client.js?v=c7af708e:16192:20)\n    at renderWithHooks (react-dom_client.js?v=c7af708e:4306:24)\n    at updateFunctionComponent (react-dom_client.js?v=c7af708e:5972:21)\n    at beginWork (react-dom_client.js?v=c7af708e:7048:20)\n    at runWithFiberInDEV (react-dom_client.js?v=c7af708e:726:18)\n    at performUnitOfWork (react-dom_client.js?v=c7af708e:10831:98)\n    at workLoopSync (react-dom_client.js?v=c7af708e:10692:43)\n    at renderRootSync (react-dom_client.js?v=c7af708e:10675:13)\n    at performWorkOnRoot (react-dom_client.js?v=c7af708e:10323:46)"}],"version":1},"role":"user","id":"3A1nYGoV0sBON2tiPhYzDWh4UhyHbkSj","attachments":[],"parentId":"JLyqW0MPcTTBJfDqm71XZpTEA3ql6L01","type":"message","authorId":"Gkwcar1iOy6C7tiwEbooHrAg","createdAt":"$D2025-04-06T12:11:45.846Z"},{"content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"type":"task-thinking-v1","id":"thinking-0","parts":[{"type":"thinking-end","duration":3.5941176470588236,"thought":"This error is occurring because we're not using the `Search` component correctly. The error message \"children is not a function\" suggests that the `Search` component from the `@react-pdf-viewer/search` plugin is expecting a function as its children, but we're not providing one.\n\nLooking at the documentation for the `@react-pdf-viewer/search` plugin, the `Search` component should be used with a render prop pattern, where you pass a function as children that receives search-related props and returns JSX.\n\nLet's fix this by properly implementing the `Search` component according to the plugin's requirements."}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1},"id":"thinking-0"}],["p",{},["text",{},"I see the issue. The "],["code",{},"Search"],["text",{}," component from the "],["code",{},"@react-pdf-viewer/search"],["text",{}," plugin requires a function as its children. Let me fix that:"]],["p",{},["text",{},"The error occurred because the "],["code",{},"Search"],["text",{}," component from the "],["code",{},"@react-pdf-viewer/search"],["text",{}," plugin expects a render prop pattern - it needs a function as its children that receives search-related props."]],["p",{},["text",{},"In our case, we're only using the search functionality programmatically (through the ref), so we're providing an empty fragment as the render result. This should fix the TypeError while still allowing us to use the search functionality to highlight text in the PDF."]]]],[1,{}]]},"context":[],"isContentLoading":false,"role":"assistant","id":"GlW0ikKtFUHfSIjZJzCoAaICJmrtXaLJ","gitRevision":null,"streaming":false,"finishReason":"stop","parentId":"3A1nYGoV0sBON2tiPhYzDWh4UhyHbkSj","type":"message","creditCost":0.066291,"workMetrics":{"diffMap":{}},"createdAt":"$D2025-04-06T12:11:45.847Z","updatedAt":"$D2025-04-06T12:12:20.301Z"},{"content":{"type":"parts","parts":[{"type":"mdx","content":"Could not highlight text. Search instance not available."}],"version":1},"role":"user","id":"9BoKam7L52DUrkEczhBTdqghenD1MceB","attachments":[],"parentId":"GlW0ikKtFUHfSIjZJzCoAaICJmrtXaLJ","type":"message","authorId":"Gkwcar1iOy6C7tiwEbooHrAg","createdAt":"$D2025-04-06T12:16:31.863Z"},{"content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"type":"task-thinking-v1","id":"thinking-0","parts":[{"type":"thinking-end","duration":3.976470588235294,"thought":"The error message indicates that the search instance is not available when we try to use it. This suggests that the ref isn't being properly set or the search functionality isn't being initialized correctly.\n\nLet's fix this by:\n\n- Making sure the search instance is properly initialized and accessible\n- Using a different approach to get the search functionality working\n- Ensuring the search instance is available before trying to use it\n- Adding better error handling and feedback\n\nThe issue might be that we're trying to use the search functionality through a ref, but the ref isn't being properly set. Let's modify our approach to use the search plugin's methods directly."}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1},"id":"thinking-0"}],["p",{},["text",{},"Let me fix the search functionality. The issue is that the search instance isn't being properly initialized or accessed. Let's use a different approach to make the highlighting work:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_s91BEUMOXGg","parts":[{"type":"code-project","isVersioned":true,"isSourceless":false,"changedFiles":[{"fileName":"src/pages/ChatPDF.jsx","baseName":"ChatPDF.jsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"$115","latestDeploymentInfo":"$10f:2:1","lastDeployedAt":"2026-06-19T08:03:28.592Z","needsBlockSource":false,"isAllImages":false,"blockId":"b_s91BEUMOXGg","meta":{"type":"code-project","id":"student_assistant","project":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1},"id":"block-b_s91BEUMOXGg"}],["p",{},["text",{},"I've made several important changes to fix the highlighting functionality:"]],["ol",{"start":1},["li",{"index":1},["text",{},"Removed the complex ref-based approach and instead directly used the search plugin's methods ("],["code",{},"search"],["text",{}," and "],["code",{},"setTargetPages"],["text",{},")"]],["li",{"index":2},["p",{},["text",{},"Simplified the search process by:"]],["ul",{"start":1},["li",{"index":1},["text",{},"First navigating to the correct page using "],["code",{},"jumpToPage"]],["li",{"index":2},["text",{},"Setting the target page to search on with "],["code",{},"setTargetPages"]],["li",{"index":3},["text",{},"Then performing the search with the "],["code",{},"search"],["text",{}," method"]]]],["li",{"index":3},["p",{},["text",{},"Added better error handling and feedback:"]],["ul",{"start":1},["li",{"index":1},["text",{},"Try/catch block around the search functionality"]],["li",{"index":2},["text",{},"More detailed error messages"]],["li",{"index":3},["text",{},"Increased the delay before searching to ensure the page is fully loaded"]]]],["li",{"index":4},["text",{},"Added the "],["code",{},"SpecialZoomLevel.PageFit"],["text",{}," setting to ensure the document is properly displayed"]]],["p",{},["text",{},"This approach should work more reliably because it uses the plugin's methods directly rather than trying to access them through refs. 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