Spaces:
Sleeping
Sleeping
Commit ·
8421ec4
1
Parent(s): fe0fe70
Move master code to main
Browse files- .gitignore +25 -0
- App.tsx +226 -0
- README.md +20 -15
- back/.gitignore +68 -0
- back/data/data.pdf +80 -0
- back/data/uploads/505152ba-108c-40f9-b7ae-3bace9bb46bd_cv-new.pdf +0 -0
- back/ollama_client.py +19 -0
- back/reproduce_tool.py +24 -0
- back/requirements.txt +11 -0
- back/server.py +980 -0
- back/test_chat.py +15 -0
- back/tools.py +167 -0
- back/verify_rag_tool.py +36 -0
- components/ChatInput.tsx +83 -0
- components/ChatMessage.tsx +53 -0
- components/ChatSidebar.tsx +103 -0
- components/ChatWindow.tsx +142 -0
- components/DocumentsModal.tsx +195 -0
- components/Header.tsx +27 -0
- components/SummaryResult.tsx +58 -0
- index.css +135 -0
- index.html +34 -0
- index.tsx +16 -0
- metadata.json +5 -0
- package-lock.json +2719 -0
- package.json +23 -0
- services/api.ts +135 -0
- services/gemini.ts +22 -0
- tsconfig.json +29 -0
- types.ts +44 -0
- vite.config.ts +23 -0
.gitignore
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# Logs
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logs
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*.log
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npm-debug.log*
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yarn-debug.log*
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yarn-error.log*
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pnpm-debug.log*
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lerna-debug.log*
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node_modules
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dist
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dist-ssr
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*.local
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.env
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# Editor directories and files
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.vscode/*
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!.vscode/extensions.json
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.idea
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.DS_Store
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*.suo
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*.ntvs*
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*.njsproj
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*.sln
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*.sw?
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App.tsx
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| 1 |
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import React, { useState, useEffect, useCallback } from 'react';
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import { Chat, Message, ChatState } from './types';
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import { createChat, getChats, getMessages, sendMessage, deleteChat } from './services/api';
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import ChatSidebar from './components/ChatSidebar';
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import ChatWindow from './components/ChatWindow';
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import DocumentsModal from './components/DocumentsModal';
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const App: React.FC = () => {
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const [state, setState] = useState<ChatState>({
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chats: [],
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activeChat: null,
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messages: [],
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isLoading: false,
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isSending: false,
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error: null,
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});
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const [isDocsModalOpen, setIsDocsModalOpen] = useState(false);
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// Listen for custom event to open docs modal
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useEffect(() => {
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const handleOpenModal = () => setIsDocsModalOpen(true);
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window.addEventListener('open-documents-modal', handleOpenModal);
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return () => window.removeEventListener('open-documents-modal', handleOpenModal);
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}, []);
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// Load chats on mount
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useEffect(() => {
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loadChats();
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}, []);
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// Load all chats from API
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const loadChats = async () => {
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try {
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setState(prev => ({ ...prev, isLoading: true, error: null }));
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const chats = await getChats();
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setState(prev => ({ ...prev, chats, isLoading: false }));
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} catch (err) {
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setState(prev => ({
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...prev,
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isLoading: false,
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error: err instanceof Error ? err.message : 'Failed to load chats',
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}));
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}
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};
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// Load messages for a chat
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| 48 |
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const loadMessages = async (chatId: string) => {
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| 49 |
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try {
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| 50 |
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setState(prev => ({ ...prev, isLoading: true, error: null }));
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const messages = await getMessages(chatId);
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setState(prev => ({ ...prev, messages, isLoading: false }));
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} catch (err) {
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setState(prev => ({
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...prev,
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isLoading: false,
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error: err instanceof Error ? err.message : 'Failed to load messages',
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}));
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}
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};
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// Handle selecting a chat
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const handleSelectChat = useCallback(async (chat: Chat) => {
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setState(prev => ({ ...prev, activeChat: chat, messages: [] }));
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await loadMessages(chat.id);
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}, []);
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// Handle creating a new chat
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const handleNewChat = useCallback(async () => {
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try {
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setState(prev => ({ ...prev, isLoading: true, error: null }));
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const chat = await createChat();
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setState(prev => ({
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...prev,
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chats: [chat, ...prev.chats],
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activeChat: chat,
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messages: [],
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isLoading: false,
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}));
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| 80 |
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} catch (err) {
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| 81 |
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setState(prev => ({
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...prev,
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isLoading: false,
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error: err instanceof Error ? err.message : 'Failed to create chat',
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}));
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}
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}, []);
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// Handle deleting a chat
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const handleDeleteChat = useCallback(async (chatId: string) => {
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try {
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await deleteChat(chatId);
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setState(prev => {
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const newChats = prev.chats.filter(c => c.id !== chatId);
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| 95 |
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const newActiveChat = prev.activeChat?.id === chatId ? null : prev.activeChat;
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| 96 |
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const newMessages = prev.activeChat?.id === chatId ? [] : prev.messages;
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| 97 |
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return {
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...prev,
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chats: newChats,
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| 100 |
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activeChat: newActiveChat,
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| 101 |
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messages: newMessages,
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| 102 |
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};
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| 103 |
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});
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| 104 |
+
} catch (err) {
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| 105 |
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setState(prev => ({
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| 106 |
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...prev,
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| 107 |
+
error: err instanceof Error ? err.message : 'Failed to delete chat',
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| 108 |
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}));
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| 109 |
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}
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}, []);
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+
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// Handle sending a message
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| 113 |
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const handleSendMessage = useCallback(async (content: string) => {
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| 114 |
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if (!state.activeChat) return;
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const chatId = state.activeChat.id;
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| 117 |
+
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| 118 |
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// Optimistically add user message
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| 119 |
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const tempUserMsg: Message = {
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| 120 |
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id: `temp-${Date.now()}`,
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| 121 |
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chat_id: chatId,
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| 122 |
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role: 'user',
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| 123 |
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content,
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| 124 |
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timestamp: new Date().toISOString(),
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| 125 |
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};
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| 126 |
+
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| 127 |
+
setState(prev => ({
|
| 128 |
+
...prev,
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| 129 |
+
messages: [...prev.messages, tempUserMsg],
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| 130 |
+
isSending: true,
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| 131 |
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error: null,
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| 132 |
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}));
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| 133 |
+
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| 134 |
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try {
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| 135 |
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const response = await sendMessage(chatId, content);
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| 136 |
+
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| 137 |
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setState(prev => {
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| 138 |
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// Replace temp message with real messages
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| 139 |
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const messagesWithoutTemp = prev.messages.filter(m => m.id !== tempUserMsg.id);
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| 140 |
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const newMessages = [
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| 141 |
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...messagesWithoutTemp,
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| 142 |
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response.user_message,
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| 143 |
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response.assistant_message,
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| 144 |
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];
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| 145 |
+
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| 146 |
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// Update chat title if it changed (first message)
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| 147 |
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const updatedChats = prev.chats.map(chat => {
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| 148 |
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if (chat.id === chatId && chat.title === 'New Chat') {
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| 149 |
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const newTitle = content.length > 50 ? content.slice(0, 50) + '...' : content;
|
| 150 |
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return { ...chat, title: newTitle };
|
| 151 |
+
}
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| 152 |
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return chat;
|
| 153 |
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});
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| 154 |
+
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| 155 |
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// Update active chat title too
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| 156 |
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const updatedActiveChat = prev.activeChat && prev.activeChat.title === 'New Chat'
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| 157 |
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? { ...prev.activeChat, title: content.length > 50 ? content.slice(0, 50) + '...' : content }
|
| 158 |
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: prev.activeChat;
|
| 159 |
+
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| 160 |
+
return {
|
| 161 |
+
...prev,
|
| 162 |
+
messages: newMessages,
|
| 163 |
+
chats: updatedChats,
|
| 164 |
+
activeChat: updatedActiveChat,
|
| 165 |
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isSending: false,
|
| 166 |
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};
|
| 167 |
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});
|
| 168 |
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} catch (err) {
|
| 169 |
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setState(prev => ({
|
| 170 |
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...prev,
|
| 171 |
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messages: prev.messages.filter(m => m.id !== tempUserMsg.id),
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| 172 |
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isSending: false,
|
| 173 |
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error: err instanceof Error ? err.message : 'Failed to send message',
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| 174 |
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}));
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| 175 |
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}
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| 176 |
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}, [state.activeChat]);
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| 177 |
+
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| 178 |
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return (
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| 179 |
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<div className="h-screen flex bg-gray-100 overflow-hidden">
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{/* Sidebar */}
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| 181 |
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<ChatSidebar
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| 182 |
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chats={state.chats}
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| 183 |
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activeChat={state.activeChat}
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| 184 |
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onSelectChat={handleSelectChat}
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| 185 |
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onNewChat={handleNewChat}
|
| 186 |
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onDeleteChat={handleDeleteChat}
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| 187 |
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isLoading={state.isLoading}
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| 188 |
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/>
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| 189 |
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|
| 190 |
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{/* Main Chat Area */}
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| 191 |
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<ChatWindow
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| 192 |
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activeChat={state.activeChat}
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| 193 |
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messages={state.messages}
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| 194 |
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onSendMessage={handleSendMessage}
|
| 195 |
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isSending={state.isSending}
|
| 196 |
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isLoading={state.isLoading}
|
| 197 |
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/>
|
| 198 |
+
|
| 199 |
+
{/* Error Toast */}
|
| 200 |
+
{state.error && (
|
| 201 |
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<div className="fixed bottom-4 right-4 max-w-md bg-red-500 text-white px-6 py-4 rounded-xl shadow-2xl flex items-center gap-3 animate-in slide-in-from-bottom-4 duration-300">
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| 202 |
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<svg className="w-5 h-5 flex-shrink-0" fill="none" stroke="currentColor" viewBox="0 0 24 24">
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| 203 |
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<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
|
| 204 |
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</svg>
|
| 205 |
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<span className="text-sm font-medium">{state.error}</span>
|
| 206 |
+
<button
|
| 207 |
+
onClick={() => setState(prev => ({ ...prev, error: null }))}
|
| 208 |
+
className="ml-2 hover:bg-red-600 p-1 rounded transition-colors"
|
| 209 |
+
>
|
| 210 |
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<svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 211 |
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<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
|
| 212 |
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</svg>
|
| 213 |
+
</button>
|
| 214 |
+
</div>
|
| 215 |
+
)}
|
| 216 |
+
|
| 217 |
+
{/* Documents Management Modal */}
|
| 218 |
+
<DocumentsModal
|
| 219 |
+
isOpen={isDocsModalOpen}
|
| 220 |
+
onClose={() => setIsDocsModalOpen(false)}
|
| 221 |
+
/>
|
| 222 |
+
</div>
|
| 223 |
+
);
|
| 224 |
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};
|
| 225 |
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|
| 226 |
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export default App;
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README.md
CHANGED
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<div align="center">
|
| 2 |
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<img width="1200" height="475" alt="GHBanner" src="https://github.com/user-attachments/assets/0aa67016-6eaf-458a-adb2-6e31a0763ed6" />
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</div>
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| 5 |
+
# Run and deploy your AI Studio app
|
| 6 |
+
|
| 7 |
+
This contains everything you need to run your app locally.
|
| 8 |
+
|
| 9 |
+
View your app in AI Studio: https://ai.studio/apps/temp/2
|
| 10 |
+
|
| 11 |
+
## Run Locally
|
| 12 |
+
|
| 13 |
+
**Prerequisites:** Node.js
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
1. Install dependencies:
|
| 17 |
+
`npm install`
|
| 18 |
+
2. Set the `GEMINI_API_KEY` in [.env.local](.env.local) to your Gemini API key
|
| 19 |
+
3. Run the app:
|
| 20 |
+
`npm run dev`
|
back/.gitignore
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Python
|
| 2 |
+
__pycache__/
|
| 3 |
+
*.pyc
|
| 4 |
+
*.pyo
|
| 5 |
+
*.pyd
|
| 6 |
+
.ipynb_checkpoints/
|
| 7 |
+
|
| 8 |
+
# Envs
|
| 9 |
+
venv/
|
| 10 |
+
.venv/
|
| 11 |
+
env/
|
| 12 |
+
env311/
|
| 13 |
+
.env
|
| 14 |
+
vector_db.pkl
|
| 15 |
+
|
| 16 |
+
# Ma'lumotlar bazalari va Vektor do'konlari
|
| 17 |
+
chroma_db/
|
| 18 |
+
chats.db
|
| 19 |
+
|
| 20 |
+
# Caches
|
| 21 |
+
.cache/
|
| 22 |
+
.huggingface/
|
| 23 |
+
hf_cache/
|
| 24 |
+
transformers_cache/
|
| 25 |
+
datasets/
|
| 26 |
+
wandb/
|
| 27 |
+
|
| 28 |
+
# OS / IDE
|
| 29 |
+
.DS_Store
|
| 30 |
+
Thumbs.db
|
| 31 |
+
.vscode/
|
| 32 |
+
.idea/
|
| 33 |
+
|
| 34 |
+
# Logs
|
| 35 |
+
*.log
|
| 36 |
+
|
| 37 |
+
# Node (agar bo‘lsa)
|
| 38 |
+
node_modules/
|
| 39 |
+
dist/
|
| 40 |
+
build/
|
| 41 |
+
|
| 42 |
+
# Logs
|
| 43 |
+
logs
|
| 44 |
+
*.log
|
| 45 |
+
npm-debug.log*
|
| 46 |
+
yarn-debug.log*
|
| 47 |
+
yarn-error.log*
|
| 48 |
+
pnpm-debug.log*
|
| 49 |
+
lerna-debug.log*
|
| 50 |
+
|
| 51 |
+
node_modules
|
| 52 |
+
dist
|
| 53 |
+
dist-ssr
|
| 54 |
+
*.local
|
| 55 |
+
!Dockerfile.local
|
| 56 |
+
.env
|
| 57 |
+
|
| 58 |
+
# Editor directories and files
|
| 59 |
+
.vscode/*
|
| 60 |
+
!.vscode/extensions.json
|
| 61 |
+
.idea
|
| 62 |
+
.DS_Store
|
| 63 |
+
*.suo
|
| 64 |
+
*.ntvs*
|
| 65 |
+
*.njsproj
|
| 66 |
+
*.sln
|
| 67 |
+
*.sw?
|
| 68 |
+
|
back/data/data.pdf
ADDED
|
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
%PDF-1.4
|
| 2 |
+
%���� ReportLab Generated PDF document http://www.reportlab.com
|
| 3 |
+
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|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
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| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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| 11 |
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|
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| 22 |
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|
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| 25 |
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| 26 |
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|
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|
| 35 |
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| 51 |
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/Filter [ /ASCII85Decode /FlateDecode ] /Length 1267
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|
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trailer
|
| 69 |
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<<
|
| 70 |
+
/ID
|
| 71 |
+
[<3a59c1fb718ad604e94c5d4b1c977f65><3a59c1fb718ad604e94c5d4b1c977f65>]
|
| 72 |
+
% ReportLab generated PDF document -- digest (http://www.reportlab.com)
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| 73 |
+
|
| 74 |
+
/Info 7 0 R
|
| 75 |
+
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| 76 |
+
/Size 10
|
| 77 |
+
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|
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startxref
|
| 79 |
+
2397
|
| 80 |
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%%EOF
|
back/data/uploads/505152ba-108c-40f9-b7ae-3bace9bb46bd_cv-new.pdf
ADDED
|
Binary file (59.7 kB). View file
|
|
|
back/ollama_client.py
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import requests
|
| 2 |
+
|
| 3 |
+
OLLAMA_URL = "http://localhost:11434/api/generate"
|
| 4 |
+
|
| 5 |
+
def ask_ollama(prompt: str, model="llama3.2:1b") -> str:
|
| 6 |
+
response = requests.post(
|
| 7 |
+
OLLAMA_URL,
|
| 8 |
+
json={
|
| 9 |
+
"model": model,
|
| 10 |
+
"prompt": prompt,
|
| 11 |
+
"stream": False,
|
| 12 |
+
"options": {
|
| 13 |
+
"temperature": 0.2
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
timeout=120
|
| 17 |
+
)
|
| 18 |
+
response.raise_for_status()
|
| 19 |
+
return response.json()["response"]
|
back/reproduce_tool.py
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import requests
|
| 3 |
+
import sys
|
| 4 |
+
|
| 5 |
+
# Create a dummy chat first
|
| 6 |
+
try:
|
| 7 |
+
chat_res = requests.post("http://localhost:4000/chats", json={"title": "Debug Tool Chat"})
|
| 8 |
+
chat_id = chat_res.json()["id"]
|
| 9 |
+
print(f"Created chat: {chat_id}")
|
| 10 |
+
except Exception as e:
|
| 11 |
+
print(f"Failed to create chat: {e}")
|
| 12 |
+
sys.exit(1)
|
| 13 |
+
|
| 14 |
+
# Send tool request
|
| 15 |
+
url = f"http://localhost:4000/chats/{chat_id}/messages"
|
| 16 |
+
payload = {"content": "Calculate 15% of 8550"}
|
| 17 |
+
|
| 18 |
+
print(f"Sending request to {url}...")
|
| 19 |
+
try:
|
| 20 |
+
res = requests.post(url, json=payload)
|
| 21 |
+
print(f"Status: {res.status_code}")
|
| 22 |
+
print(f"Response: {res.text}")
|
| 23 |
+
except Exception as e:
|
| 24 |
+
print(f"Request failed: {e}")
|
back/requirements.txt
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
python-dotenv
|
| 2 |
+
pypdf
|
| 3 |
+
scikit-learn
|
| 4 |
+
chromadb
|
| 5 |
+
fastapi
|
| 6 |
+
uvicorn
|
| 7 |
+
pydantic
|
| 8 |
+
numpy
|
| 9 |
+
requests
|
| 10 |
+
google-genai
|
| 11 |
+
python-multipart
|
back/server.py
ADDED
|
@@ -0,0 +1,980 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
| 1 |
+
import os
|
| 2 |
+
import json
|
| 3 |
+
import pickle
|
| 4 |
+
import numpy as np
|
| 5 |
+
import sqlite3
|
| 6 |
+
import uuid
|
| 7 |
+
from datetime import datetime
|
| 8 |
+
from typing import List, Optional
|
| 9 |
+
from dotenv import load_dotenv
|
| 10 |
+
from pypdf import PdfReader
|
| 11 |
+
from google import genai
|
| 12 |
+
from google.genai import types
|
| 13 |
+
from sklearn.metrics.pairwise import cosine_similarity
|
| 14 |
+
# import chromadb - Moved to try/except block below
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
# ==============================
|
| 18 |
+
# 0. Sozlamalar
|
| 19 |
+
# ==============================
|
| 20 |
+
load_dotenv()
|
| 21 |
+
|
| 22 |
+
API_KEY = os.getenv("GEMINI_API_KEY")
|
| 23 |
+
if not API_KEY:
|
| 24 |
+
raise RuntimeError("GEMINI_API_KEY topilmadi!")
|
| 25 |
+
|
| 26 |
+
client = genai.Client(api_key=API_KEY)
|
| 27 |
+
# Chat modeli (tez va arzon variant)
|
| 28 |
+
GEMINI_CHAT_MODEL = "gemini-1.5-flash"
|
| 29 |
+
# Embedding modeli
|
| 30 |
+
GEMINI_EMBED_MODEL = "text-embedding-004"
|
| 31 |
+
|
| 32 |
+
CHROMA_DIR = "./chroma_db"
|
| 33 |
+
CHAT_DB_PATH = "./chats.db"
|
| 34 |
+
|
| 35 |
+
# Use PersistentClient (Modern API)
|
| 36 |
+
# Fallback for Python 3.14 compatibility
|
| 37 |
+
try:
|
| 38 |
+
import chromadb
|
| 39 |
+
chroma_client = chromadb.PersistentClient(path=CHROMA_DIR)
|
| 40 |
+
collection = chroma_client.get_or_create_collection(name="rag_docs")
|
| 41 |
+
RAG_AVAILABLE = True
|
| 42 |
+
except Exception as e:
|
| 43 |
+
print(f"WARNING: ChromaDB failed to initialize (likely Python version mismatch): {e}")
|
| 44 |
+
chromadb = None
|
| 45 |
+
chroma_client = None
|
| 46 |
+
collection = None
|
| 47 |
+
RAG_AVAILABLE = False
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
# ==============================
|
| 51 |
+
# 1. PDF -> TEXT
|
| 52 |
+
# ==============================
|
| 53 |
+
def load_pdf(path: str) -> str:
|
| 54 |
+
reader = PdfReader(path)
|
| 55 |
+
text = ""
|
| 56 |
+
for page in reader.pages:
|
| 57 |
+
page_text = page.extract_text()
|
| 58 |
+
if page_text:
|
| 59 |
+
text += page_text + "\n"
|
| 60 |
+
return text
|
| 61 |
+
|
| 62 |
+
# ==============================
|
| 63 |
+
# 2. TEXT -> CHUNKS
|
| 64 |
+
# ==============================
|
| 65 |
+
def chunk_text(text, chunk_size=300, overlap=200):
|
| 66 |
+
chunks = []
|
| 67 |
+
start = 0
|
| 68 |
+
while start < len(text):
|
| 69 |
+
end = start + chunk_size
|
| 70 |
+
chunks.append(text[start:end])
|
| 71 |
+
start = end - overlap
|
| 72 |
+
return chunks
|
| 73 |
+
|
| 74 |
+
# ==============================
|
| 75 |
+
# 3. CHUNKS -> EMBEDDINGS
|
| 76 |
+
# ==============================
|
| 77 |
+
def embed_texts(texts):
|
| 78 |
+
# Ollama embedding for a list of texts
|
| 79 |
+
embeddings = []
|
| 80 |
+
for text in texts:
|
| 81 |
+
response = client.models.embed_content(
|
| 82 |
+
model=GEMINI_EMBED_MODEL,
|
| 83 |
+
contents=text
|
| 84 |
+
)
|
| 85 |
+
embeddings.append(response.embedding.values)
|
| 86 |
+
return embeddings
|
| 87 |
+
|
| 88 |
+
|
| 89 |
+
# ==============================
|
| 90 |
+
# 4. VECTOR DB (SAVE / LOAD)
|
| 91 |
+
# ==============================
|
| 92 |
+
|
| 93 |
+
|
| 94 |
+
# ==============================
|
| 95 |
+
# 4. VECTOR DB (SAVE / LOAD)
|
| 96 |
+
# ==============================
|
| 97 |
+
|
| 98 |
+
def save_to_chroma(chunks, embeddings, doc_id):
|
| 99 |
+
if not RAG_AVAILABLE: return
|
| 100 |
+
"""
|
| 101 |
+
Revised to include doc_id in metadata for deletion support.
|
| 102 |
+
"""
|
| 103 |
+
ids = [f"{doc_id}_chunk_{i}" for i in range(len(chunks))]
|
| 104 |
+
metadatas = [{"chunk_index": i, "doc_id": doc_id} for i in range(len(chunks))]
|
| 105 |
+
|
| 106 |
+
collection.add(
|
| 107 |
+
documents=chunks,
|
| 108 |
+
embeddings=embeddings,
|
| 109 |
+
ids=ids,
|
| 110 |
+
metadatas=metadatas
|
| 111 |
+
)
|
| 112 |
+
|
| 113 |
+
def delete_from_chroma(doc_id):
|
| 114 |
+
if not RAG_AVAILABLE: return
|
| 115 |
+
"""Delete all chunks associated with a document ID"""
|
| 116 |
+
try:
|
| 117 |
+
collection.delete(where={"doc_id": doc_id})
|
| 118 |
+
except Exception as e:
|
| 119 |
+
print(f"Error deleting from Chroma: {e}")
|
| 120 |
+
|
| 121 |
+
|
| 122 |
+
# ==============================
|
| 123 |
+
# 5. SIMILARITY SEARCH
|
| 124 |
+
# ==============================
|
| 125 |
+
|
| 126 |
+
# ==============================
|
| 127 |
+
# Helper for RAG Tool
|
| 128 |
+
# ==============================
|
| 129 |
+
def find_context(query, top_k=3):
|
| 130 |
+
if not RAG_AVAILABLE: return []
|
| 131 |
+
try:
|
| 132 |
+
query_embedding = embed_texts([query])[0]
|
| 133 |
+
results = collection.query(
|
| 134 |
+
query_embeddings=[query_embedding],
|
| 135 |
+
n_results=top_k
|
| 136 |
+
)
|
| 137 |
+
return results["documents"][0]
|
| 138 |
+
except Exception as e:
|
| 139 |
+
print(f"RAG Error: {e}")
|
| 140 |
+
return []
|
| 141 |
+
|
| 142 |
+
def retrieve_documents(query: str) -> str:
|
| 143 |
+
"""
|
| 144 |
+
Retrieve relevant information from the uploaded documents based on the query.
|
| 145 |
+
Use this tool when the user asks questions about specific documents or content
|
| 146 |
+
that might be contained in the uploaded PDF files.
|
| 147 |
+
"""
|
| 148 |
+
if not RAG_AVAILABLE:
|
| 149 |
+
return "System Notification: RAG system is currently unavailable."
|
| 150 |
+
|
| 151 |
+
contexts = find_context(query)
|
| 152 |
+
if not contexts:
|
| 153 |
+
return "No relevant information found in documents."
|
| 154 |
+
return "\n\n---\n\n".join(contexts)
|
| 155 |
+
|
| 156 |
+
# ... (init_db, CRUD, etc - skipped for brevity in tool call logic, assuming target content matches)
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
|
| 162 |
+
# ==============================
|
| 163 |
+
# 6. CHAT & DOCUMENT DATABASE SETUP
|
| 164 |
+
# ==============================
|
| 165 |
+
|
| 166 |
+
def init_db():
|
| 167 |
+
"""Initialize SQLite database for chat and document persistence"""
|
| 168 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 169 |
+
cursor = conn.cursor()
|
| 170 |
+
|
| 171 |
+
# Create chats table
|
| 172 |
+
cursor.execute("""
|
| 173 |
+
CREATE TABLE IF NOT EXISTS chats (
|
| 174 |
+
id TEXT PRIMARY KEY,
|
| 175 |
+
title TEXT NOT NULL,
|
| 176 |
+
created_at TEXT NOT NULL
|
| 177 |
+
)
|
| 178 |
+
""")
|
| 179 |
+
|
| 180 |
+
# Create messages table
|
| 181 |
+
cursor.execute("""
|
| 182 |
+
CREATE TABLE IF NOT EXISTS messages (
|
| 183 |
+
id TEXT PRIMARY KEY,
|
| 184 |
+
chat_id TEXT NOT NULL,
|
| 185 |
+
role TEXT NOT NULL,
|
| 186 |
+
content TEXT NOT NULL,
|
| 187 |
+
timestamp TEXT NOT NULL,
|
| 188 |
+
FOREIGN KEY (chat_id) REFERENCES chats(id) ON DELETE CASCADE
|
| 189 |
+
)
|
| 190 |
+
""")
|
| 191 |
+
|
| 192 |
+
# Create documents table
|
| 193 |
+
cursor.execute("""
|
| 194 |
+
CREATE TABLE IF NOT EXISTS documents (
|
| 195 |
+
id TEXT PRIMARY KEY,
|
| 196 |
+
filename TEXT NOT NULL,
|
| 197 |
+
upload_date TEXT NOT NULL,
|
| 198 |
+
status TEXT NOT NULL
|
| 199 |
+
)
|
| 200 |
+
""")
|
| 201 |
+
|
| 202 |
+
conn.commit()
|
| 203 |
+
conn.close()
|
| 204 |
+
|
| 205 |
+
# Initialize database
|
| 206 |
+
init_db()
|
| 207 |
+
|
| 208 |
+
|
| 209 |
+
# ==============================
|
| 210 |
+
# 7. CHAT CRUD OPERATIONS
|
| 211 |
+
# ==============================
|
| 212 |
+
|
| 213 |
+
def create_chat(title: str = "New Chat") -> dict:
|
| 214 |
+
"""Create a new chat session"""
|
| 215 |
+
chat_id = str(uuid.uuid4())
|
| 216 |
+
created_at = datetime.now().isoformat()
|
| 217 |
+
|
| 218 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 219 |
+
cursor = conn.cursor()
|
| 220 |
+
cursor.execute(
|
| 221 |
+
"INSERT INTO chats (id, title, created_at) VALUES (?, ?, ?)",
|
| 222 |
+
(chat_id, title, created_at)
|
| 223 |
+
)
|
| 224 |
+
conn.commit()
|
| 225 |
+
conn.close()
|
| 226 |
+
|
| 227 |
+
return {"id": chat_id, "title": title, "created_at": created_at}
|
| 228 |
+
|
| 229 |
+
|
| 230 |
+
def get_all_chats() -> List[dict]:
|
| 231 |
+
"""Get all chats ordered by creation date descending"""
|
| 232 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 233 |
+
conn.row_factory = sqlite3.Row
|
| 234 |
+
cursor = conn.cursor()
|
| 235 |
+
cursor.execute("SELECT * FROM chats ORDER BY created_at DESC")
|
| 236 |
+
rows = cursor.fetchall()
|
| 237 |
+
conn.close()
|
| 238 |
+
|
| 239 |
+
return [dict(row) for row in rows]
|
| 240 |
+
|
| 241 |
+
|
| 242 |
+
def get_chat_by_id(chat_id: str) -> Optional[dict]:
|
| 243 |
+
"""Get a single chat by ID"""
|
| 244 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 245 |
+
conn.row_factory = sqlite3.Row
|
| 246 |
+
cursor = conn.cursor()
|
| 247 |
+
cursor.execute("SELECT * FROM chats WHERE id = ?", (chat_id,))
|
| 248 |
+
row = cursor.fetchone()
|
| 249 |
+
conn.close()
|
| 250 |
+
|
| 251 |
+
return dict(row) if row else None
|
| 252 |
+
|
| 253 |
+
|
| 254 |
+
def update_chat_title(chat_id: str, title: str) -> bool:
|
| 255 |
+
"""Update chat title"""
|
| 256 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 257 |
+
cursor = conn.cursor()
|
| 258 |
+
cursor.execute("UPDATE chats SET title = ? WHERE id = ?", (title, chat_id))
|
| 259 |
+
affected = cursor.rowcount
|
| 260 |
+
conn.commit()
|
| 261 |
+
conn.close()
|
| 262 |
+
|
| 263 |
+
return affected > 0
|
| 264 |
+
|
| 265 |
+
|
| 266 |
+
def delete_chat(chat_id: str) -> bool:
|
| 267 |
+
"""Delete a chat and all its messages"""
|
| 268 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 269 |
+
cursor = conn.cursor()
|
| 270 |
+
cursor.execute("DELETE FROM messages WHERE chat_id = ?", (chat_id,))
|
| 271 |
+
cursor.execute("DELETE FROM chats WHERE id = ?", (chat_id,))
|
| 272 |
+
affected = cursor.rowcount
|
| 273 |
+
conn.commit()
|
| 274 |
+
conn.close()
|
| 275 |
+
|
| 276 |
+
return affected > 0
|
| 277 |
+
|
| 278 |
+
|
| 279 |
+
# ==============================
|
| 280 |
+
# 7.5. DOCUMENT CRUD OPERATIONS
|
| 281 |
+
# ==============================
|
| 282 |
+
|
| 283 |
+
def create_document_record(filename: str) -> dict:
|
| 284 |
+
doc_id = str(uuid.uuid4())
|
| 285 |
+
upload_date = datetime.now().isoformat()
|
| 286 |
+
status = "ready" # We process synchronously for now
|
| 287 |
+
|
| 288 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 289 |
+
cursor = conn.cursor()
|
| 290 |
+
cursor.execute(
|
| 291 |
+
"INSERT INTO documents (id, filename, upload_date, status) VALUES (?, ?, ?, ?)",
|
| 292 |
+
(doc_id, filename, upload_date, status)
|
| 293 |
+
)
|
| 294 |
+
conn.commit()
|
| 295 |
+
conn.close()
|
| 296 |
+
|
| 297 |
+
return {
|
| 298 |
+
"id": doc_id,
|
| 299 |
+
"filename": filename,
|
| 300 |
+
"upload_date": upload_date,
|
| 301 |
+
"status": status
|
| 302 |
+
}
|
| 303 |
+
|
| 304 |
+
def get_all_documents() -> List[dict]:
|
| 305 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 306 |
+
conn.row_factory = sqlite3.Row
|
| 307 |
+
cursor = conn.cursor()
|
| 308 |
+
cursor.execute("SELECT * FROM documents ORDER BY upload_date DESC")
|
| 309 |
+
rows = cursor.fetchall()
|
| 310 |
+
conn.close()
|
| 311 |
+
return [dict(row) for row in rows]
|
| 312 |
+
|
| 313 |
+
def delete_document_record(doc_id: str) -> bool:
|
| 314 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 315 |
+
cursor = conn.cursor()
|
| 316 |
+
cursor.execute("DELETE FROM documents WHERE id = ?", (doc_id,))
|
| 317 |
+
affected = cursor.rowcount
|
| 318 |
+
conn.commit()
|
| 319 |
+
conn.close()
|
| 320 |
+
return affected > 0
|
| 321 |
+
|
| 322 |
+
|
| 323 |
+
# ==============================
|
| 324 |
+
# 8. MESSAGE CRUD OPERATIONS
|
| 325 |
+
# ==============================
|
| 326 |
+
|
| 327 |
+
def add_message(chat_id: str, role: str, content: str) -> dict:
|
| 328 |
+
"""Add a message to a chat"""
|
| 329 |
+
message_id = str(uuid.uuid4())
|
| 330 |
+
timestamp = datetime.now().isoformat()
|
| 331 |
+
|
| 332 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 333 |
+
cursor = conn.cursor()
|
| 334 |
+
cursor.execute(
|
| 335 |
+
"INSERT INTO messages (id, chat_id, role, content, timestamp) VALUES (?, ?, ?, ?, ?)",
|
| 336 |
+
(message_id, chat_id, role, content, timestamp)
|
| 337 |
+
)
|
| 338 |
+
conn.commit()
|
| 339 |
+
conn.close()
|
| 340 |
+
|
| 341 |
+
return {
|
| 342 |
+
"id": message_id,
|
| 343 |
+
"chat_id": chat_id,
|
| 344 |
+
"role": role,
|
| 345 |
+
"content": content,
|
| 346 |
+
"timestamp": timestamp
|
| 347 |
+
}
|
| 348 |
+
|
| 349 |
+
|
| 350 |
+
def get_chat_messages(chat_id: str) -> List[dict]:
|
| 351 |
+
"""Get all messages for a chat ordered by timestamp"""
|
| 352 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 353 |
+
conn.row_factory = sqlite3.Row
|
| 354 |
+
cursor = conn.cursor()
|
| 355 |
+
cursor.execute(
|
| 356 |
+
"SELECT * FROM messages WHERE chat_id = ? ORDER BY timestamp ASC",
|
| 357 |
+
(chat_id,)
|
| 358 |
+
)
|
| 359 |
+
rows = cursor.fetchall()
|
| 360 |
+
conn.close()
|
| 361 |
+
|
| 362 |
+
return [dict(row) for row in rows]
|
| 363 |
+
|
| 364 |
+
|
| 365 |
+
# ==============================
|
| 366 |
+
# 9. RAG-AWARE GENERATION
|
| 367 |
+
# ==============================
|
| 368 |
+
|
| 369 |
+
from tools import calculate_expression, get_current_weather
|
| 370 |
+
# from google.genai.types import Tool, GenerateContentConfig, FunctionDeclaration
|
| 371 |
+
|
| 372 |
+
|
| 373 |
+
# ==============================
|
| 374 |
+
# 9. RAG-AWARE GENERATION
|
| 375 |
+
# ==============================
|
| 376 |
+
|
| 377 |
+
SYSTEM_PROMPT = """You are a helpful assistant.
|
| 378 |
+
- Answer general greetings (like 'hi', 'hello') directly and briefly.
|
| 379 |
+
- Use `retrieve_documents` ONLY for questions about uploaded files.
|
| 380 |
+
- Use `calculate_expression` ONLY for math.
|
| 381 |
+
- Use `get_current_weather` ONLY for weather questions.
|
| 382 |
+
DO NOT use tools for simple conversation.
|
| 383 |
+
"""
|
| 384 |
+
|
| 385 |
+
|
| 386 |
+
|
| 387 |
+
def generate_rag_response(question: str, context_list: List[str], chat_history: List[dict]) -> str:
|
| 388 |
+
"""
|
| 389 |
+
Generate a response using RAG with conversation history and tools.
|
| 390 |
+
"""
|
| 391 |
+
# --- ROUTING LAYER (For 1B model stability) ---
|
| 392 |
+
is_greeting = question.lower().strip() in ["hi", "hello", "hey", "salom", "qalay", "howdy"]
|
| 393 |
+
is_very_short = len(question.strip()) < 10
|
| 394 |
+
|
| 395 |
+
messages = [{"role": "system", "content": SYSTEM_PROMPT}]
|
| 396 |
+
history_messages = chat_history[-10:] if len(chat_history) > 10 else chat_history
|
| 397 |
+
for msg in history_messages:
|
| 398 |
+
messages.append({"role": msg["role"], "content": msg["content"]})
|
| 399 |
+
messages.append({"role": "user", "content": question})
|
| 400 |
+
|
| 401 |
+
# If it's just a greeting, don't even show tools to the 1B model
|
| 402 |
+
if is_greeting or (is_very_short and not any(char.isdigit() for char in question)):
|
| 403 |
+
print(f"--- Routing: Simple greeting detected. Skipping tools. ---")
|
| 404 |
+
try:
|
| 405 |
+
response = client.models.generate_content(
|
| 406 |
+
model=GEMINI_CHAT_MODEL,
|
| 407 |
+
contents=question,
|
| 408 |
+
config=types.GenerateContentConfig(
|
| 409 |
+
system_instruction="You are a friendly assistant. Greet the user normally and briefly.",
|
| 410 |
+
temperature=0,
|
| 411 |
+
),
|
| 412 |
+
# messages=[{"role": "system", "content": "You are a friendly assistant. Greet the user normally and briefly."}, {"role": "user", "content": question}],
|
| 413 |
+
# options={'temperature': 0}
|
| 414 |
+
)
|
| 415 |
+
# return response.text
|
| 416 |
+
return (response.text or "Hello! How can I help you todayyy?").strip()
|
| 417 |
+
except Exception as e:
|
| 418 |
+
print(f"Gemini Routing Error: {e}")
|
| 419 |
+
return "Hello! How can I help you today?"
|
| 420 |
+
|
| 421 |
+
# --- STANDARD TOOL CALLING LAYER ---
|
| 422 |
+
# tools =[
|
| 423 |
+
# {
|
| 424 |
+
# 'type': 'function',
|
| 425 |
+
# 'function': {
|
| 426 |
+
# 'name': 'calculate_expression',
|
| 427 |
+
# 'description': 'Solve arithmetic math problems (e.g. 2+2).',
|
| 428 |
+
# 'parameters': {
|
| 429 |
+
# 'type': 'object',
|
| 430 |
+
# 'properties': {
|
| 431 |
+
# 'expression': {'type': 'string', 'description': 'The math expression'},
|
| 432 |
+
# },
|
| 433 |
+
# 'required': ['expression'],
|
| 434 |
+
# },
|
| 435 |
+
# },
|
| 436 |
+
# },
|
| 437 |
+
# {
|
| 438 |
+
# 'type': 'function',
|
| 439 |
+
# 'function': {
|
| 440 |
+
# 'name': 'get_current_weather',
|
| 441 |
+
# 'description': 'Get the current weather for a city.',
|
| 442 |
+
# 'parameters': {
|
| 443 |
+
# 'type': 'object',
|
| 444 |
+
# 'properties': {
|
| 445 |
+
# 'location': {'type': 'string', 'description': 'City name'},
|
| 446 |
+
# },
|
| 447 |
+
# 'required': ['location'],
|
| 448 |
+
# },
|
| 449 |
+
# },
|
| 450 |
+
# },
|
| 451 |
+
# {
|
| 452 |
+
# 'type': 'function',
|
| 453 |
+
# 'function': {
|
| 454 |
+
# 'name': 'retrieve_documents',
|
| 455 |
+
# 'description': 'Search for information in uploaded PDF documents.',
|
| 456 |
+
# 'parameters': {
|
| 457 |
+
# 'type': 'object',
|
| 458 |
+
# 'properties': {
|
| 459 |
+
# 'query': {'type': 'string', 'description': 'The search query'},
|
| 460 |
+
# },
|
| 461 |
+
# 'required': ['query'],
|
| 462 |
+
# },
|
| 463 |
+
# },
|
| 464 |
+
# },
|
| 465 |
+
# ]
|
| 466 |
+
|
| 467 |
+
tool = types.Tool(function_declarations=[
|
| 468 |
+
types.FunctionDeclaration(
|
| 469 |
+
name="calculate_expression",
|
| 470 |
+
description="Solve arithmetic math problems (e.g. 2+2).",
|
| 471 |
+
parameters_json_schema={
|
| 472 |
+
"type": "object",
|
| 473 |
+
"properties": {
|
| 474 |
+
"expression": {"type": "string", "description": "The math expression"},
|
| 475 |
+
},
|
| 476 |
+
"required": ["expression"],
|
| 477 |
+
},
|
| 478 |
+
),
|
| 479 |
+
types.FunctionDeclaration(
|
| 480 |
+
name="get_current_weather",
|
| 481 |
+
description="Get the current weather for a city.",
|
| 482 |
+
parameters_json_schema={
|
| 483 |
+
"type": "object",
|
| 484 |
+
"properties": {
|
| 485 |
+
"location": {"type": "string", "description": "City name"},
|
| 486 |
+
},
|
| 487 |
+
"required": ["location"],
|
| 488 |
+
},
|
| 489 |
+
),
|
| 490 |
+
types.FunctionDeclaration(
|
| 491 |
+
name="retrieve_documents",
|
| 492 |
+
description="Search for information in uploaded PDF documents.",
|
| 493 |
+
parameters_json_schema={
|
| 494 |
+
"type": "object",
|
| 495 |
+
"properties": {
|
| 496 |
+
"query": {"type": "string", "description": "The search query"},
|
| 497 |
+
},
|
| 498 |
+
"required": ["query"],
|
| 499 |
+
},
|
| 500 |
+
),
|
| 501 |
+
])
|
| 502 |
+
|
| 503 |
+
|
| 504 |
+
try:
|
| 505 |
+
print(f"--- Sending to Ollama: {question} ---")
|
| 506 |
+
available_functions = {
|
| 507 |
+
"calculate_expression": calculate_expression,
|
| 508 |
+
"get_current_weather": get_current_weather,
|
| 509 |
+
"retrieve_documents": retrieve_documents,
|
| 510 |
+
}
|
| 511 |
+
|
| 512 |
+
# Gemini uchun promptni “system + history + user” ko‘rinishida bitta textga yig’amiz
|
| 513 |
+
system_text = SYSTEM_PROMPT
|
| 514 |
+
history_text = ""
|
| 515 |
+
for msg in (chat_history[-10:] if len(chat_history) > 10 else chat_history):
|
| 516 |
+
history_text += f"{msg['role'].upper()}: {msg['content']}\n"
|
| 517 |
+
|
| 518 |
+
user_text = f"{history_text}\nUSER: {question}".strip()
|
| 519 |
+
response = client.models.generate_content(
|
| 520 |
+
model=GEMINI_CHAT_MODEL,
|
| 521 |
+
contents=user_text,
|
| 522 |
+
config=types.GenerateContentConfig(
|
| 523 |
+
system_instruction=system_text,
|
| 524 |
+
tools=[tool],
|
| 525 |
+
temperature=0,
|
| 526 |
+
automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=False),
|
| 527 |
+
),
|
| 528 |
+
# messages=messages,
|
| 529 |
+
# tools=tools,
|
| 530 |
+
# options={'temperature': 0}
|
| 531 |
+
)
|
| 532 |
+
|
| 533 |
+
print(f"Raw Ollama response content: {response.text}")
|
| 534 |
+
|
| 535 |
+
# 1. Native Tool Calls
|
| 536 |
+
if response.function_calls:
|
| 537 |
+
print(f"Native tool calls detected: {response.function_calls}")
|
| 538 |
+
available_functions = {
|
| 539 |
+
'calculate_expression': calculate_expression,
|
| 540 |
+
'get_current_weather': get_current_weather,
|
| 541 |
+
'retrieve_documents': retrieve_documents,
|
| 542 |
+
}
|
| 543 |
+
|
| 544 |
+
# messages.append(response.message)
|
| 545 |
+
|
| 546 |
+
tool_outputs = []
|
| 547 |
+
|
| 548 |
+
for call in response.function_calls:
|
| 549 |
+
# google-genai SDK da odatda shu ko‘rinish:
|
| 550 |
+
func_name = getattr(call, "name", None)
|
| 551 |
+
func_args = getattr(call, "args", None)
|
| 552 |
+
|
| 553 |
+
# fallback (agar boshqa format bo‘lsa):
|
| 554 |
+
if func_name is None and hasattr(call, "function"):
|
| 555 |
+
func_name = getattr(call.function, "name", None)
|
| 556 |
+
func_args = getattr(call.function, "arguments", None)
|
| 557 |
+
|
| 558 |
+
if isinstance(func_args, str):
|
| 559 |
+
try:
|
| 560 |
+
func_args = json.loads(func_args)
|
| 561 |
+
except Exception:
|
| 562 |
+
func_args = {}
|
| 563 |
+
|
| 564 |
+
if func_args is None:
|
| 565 |
+
func_args = {}
|
| 566 |
+
|
| 567 |
+
if func_name not in available_functions:
|
| 568 |
+
tool_outputs.append(f"{func_name}: Unknown tool")
|
| 569 |
+
continue
|
| 570 |
+
|
| 571 |
+
try:
|
| 572 |
+
result = available_functions[func_name](**func_args)
|
| 573 |
+
except Exception as e:
|
| 574 |
+
result = f"Tool error: {e}"
|
| 575 |
+
|
| 576 |
+
tool_outputs.append(f"{func_name}({func_args}) => {result}")
|
| 577 |
+
|
| 578 |
+
followup_prompt = (
|
| 579 |
+
f"{user_text}\n\n"
|
| 580 |
+
"Tool results:\n"
|
| 581 |
+
+ "\n".join(tool_outputs)
|
| 582 |
+
+ "\n\nNow answer the user using the tool results."
|
| 583 |
+
)
|
| 584 |
+
|
| 585 |
+
final_response = client.models.generate_content(
|
| 586 |
+
model=GEMINI_CHAT_MODEL,
|
| 587 |
+
contents=followup_prompt,
|
| 588 |
+
config=types.GenerateContentConfig(
|
| 589 |
+
system_instruction=system_text,
|
| 590 |
+
temperature=0,
|
| 591 |
+
),
|
| 592 |
+
)
|
| 593 |
+
return (final_response.text or "").strip()
|
| 594 |
+
|
| 595 |
+
# 2. Hard Fallback for math/tool hallucinations
|
| 596 |
+
content = response.text.strip() if response.text else ""
|
| 597 |
+
hallucination_keywords = ["calculate_expression", "syntax error", "expression", "parameters"]
|
| 598 |
+
|
| 599 |
+
if any(kw in content.lower() for kw in hallucination_keywords) and not any(char.isdigit() for char in question):
|
| 600 |
+
print(f"Detected tool hallucination in text: {content[:50]}...")
|
| 601 |
+
retry_response = client.models.generate_content(
|
| 602 |
+
model=GEMINI_CHAT_MODEL,
|
| 603 |
+
messages=[{"role": "system", "content": "You are a helpful assistant. Provide a natural response without mentioning tools or syntax."}, {"role": "user", "content": question}],
|
| 604 |
+
options={'temperature': 0}
|
| 605 |
+
)
|
| 606 |
+
return retry_response.text
|
| 607 |
+
|
| 608 |
+
return content
|
| 609 |
+
|
| 610 |
+
except Exception as e:
|
| 611 |
+
print(f"Ollama Error: {e}")
|
| 612 |
+
return f"Error generation response: {str(e)}"
|
| 613 |
+
|
| 614 |
+
|
| 615 |
+
|
| 616 |
+
|
| 617 |
+
# Legacy function - kept for backwards compatibility
|
| 618 |
+
def ask_gemini(question, context_list):
|
| 619 |
+
context = "\n\n".join(context_list)
|
| 620 |
+
prompt = f"""Quyidagi context ma'lumotlaridan foydalanib savolga javob ber.
|
| 621 |
+
Faqat context ichidagi ma'lumotni ishlat.
|
| 622 |
+
|
| 623 |
+
Context:
|
| 624 |
+
{context}
|
| 625 |
+
|
| 626 |
+
Savol: {question}"""
|
| 627 |
+
|
| 628 |
+
response = client.models.generate_content(
|
| 629 |
+
# messages=[{'role': 'user', 'content': prompt}]
|
| 630 |
+
model=GEMINI_CHAT_MODEL,
|
| 631 |
+
contents=prompt,
|
| 632 |
+
config=types.GenerateContentConfig(temperature=0),
|
| 633 |
+
)
|
| 634 |
+
return (response.text or "").strip()
|
| 635 |
+
|
| 636 |
+
|
| 637 |
+
# ==============================
|
| 638 |
+
# 10. MAIN PROCESS (PDF Processing)
|
| 639 |
+
# ==============================
|
| 640 |
+
if __name__ == "__main__":
|
| 641 |
+
# No hardcoded PDF loading anymore. Documents are managed via API.
|
| 642 |
+
print("RAG system initialized. Use API endpoints to manage documents and chats.")
|
| 643 |
+
|
| 644 |
+
|
| 645 |
+
# ==============================
|
| 646 |
+
# 11. FASTAPI APPLICATION
|
| 647 |
+
# ==============================
|
| 648 |
+
|
| 649 |
+
from fastapi import FastAPI, HTTPException, UploadFile, File
|
| 650 |
+
from fastapi.middleware.cors import CORSMiddleware
|
| 651 |
+
from pydantic import BaseModel
|
| 652 |
+
|
| 653 |
+
|
| 654 |
+
app = FastAPI(title="RAG Chat API", version="2.0.0")
|
| 655 |
+
app.add_middleware(
|
| 656 |
+
CORSMiddleware,
|
| 657 |
+
allow_origins=["*"],
|
| 658 |
+
allow_methods=["*"],
|
| 659 |
+
allow_headers=["*"],
|
| 660 |
+
)
|
| 661 |
+
|
| 662 |
+
|
| 663 |
+
# ==============================
|
| 664 |
+
# 12. REQUEST/RESPONSE MODELS
|
| 665 |
+
# ==============================
|
| 666 |
+
|
| 667 |
+
class QuestionRequest(BaseModel):
|
| 668 |
+
question: str
|
| 669 |
+
|
| 670 |
+
class CreateChatRequest(BaseModel):
|
| 671 |
+
title: Optional[str] = "New Chat"
|
| 672 |
+
|
| 673 |
+
class SendMessageRequest(BaseModel):
|
| 674 |
+
content: str
|
| 675 |
+
|
| 676 |
+
class UpdateChatRequest(BaseModel):
|
| 677 |
+
title: str
|
| 678 |
+
|
| 679 |
+
|
| 680 |
+
# ==============================
|
| 681 |
+
# 14.5 DOCUMENT ENDPOINTS
|
| 682 |
+
# ==============================
|
| 683 |
+
|
| 684 |
+
@app.get("/documents")
|
| 685 |
+
async def list_documents():
|
| 686 |
+
return {"documents": get_all_documents()}
|
| 687 |
+
|
| 688 |
+
@app.post("/documents")
|
| 689 |
+
async def upload_document(file: UploadFile = File(...)):
|
| 690 |
+
if not RAG_AVAILABLE:
|
| 691 |
+
raise HTTPException(status_code=503, detail="RAG system unavailable (Python 3.14 incompatibility).")
|
| 692 |
+
|
| 693 |
+
if not file.filename.endswith('.pdf'):
|
| 694 |
+
raise HTTPException(status_code=400, detail="Only PDF files are allowed")
|
| 695 |
+
|
| 696 |
+
# Save file temporarily
|
| 697 |
+
os.makedirs("data/uploads", exist_ok=True)
|
| 698 |
+
file_path = f"data/uploads/{uuid.uuid4()}_{file.filename}"
|
| 699 |
+
|
| 700 |
+
try:
|
| 701 |
+
with open(file_path, "wb") as f:
|
| 702 |
+
content = await file.read()
|
| 703 |
+
f.write(content)
|
| 704 |
+
|
| 705 |
+
# Process PDF
|
| 706 |
+
text = load_pdf(file_path)
|
| 707 |
+
if not text.strip():
|
| 708 |
+
raise HTTPException(status_code=400, detail="Could not extract text from PDF")
|
| 709 |
+
|
| 710 |
+
chunks = chunk_text(text)
|
| 711 |
+
embeddings = embed_texts(chunks)
|
| 712 |
+
|
| 713 |
+
# Save Metadata
|
| 714 |
+
doc = create_document_record(file.filename)
|
| 715 |
+
|
| 716 |
+
# Save Vectors
|
| 717 |
+
save_to_chroma(chunks, embeddings, doc["id"])
|
| 718 |
+
|
| 719 |
+
# Cleanup file (optional, keeping it for now in case needed, or delete)
|
| 720 |
+
# os.remove(file_path)
|
| 721 |
+
|
| 722 |
+
return doc
|
| 723 |
+
|
| 724 |
+
except Exception as e:
|
| 725 |
+
if os.path.exists(file_path):
|
| 726 |
+
os.remove(file_path)
|
| 727 |
+
raise HTTPException(status_code=500, detail=f"Processing failed: {str(e)}")
|
| 728 |
+
|
| 729 |
+
@app.delete("/documents/{doc_id}")
|
| 730 |
+
async def delete_document(doc_id: str):
|
| 731 |
+
if not RAG_AVAILABLE:
|
| 732 |
+
# Still allow deleting from DB, just skip vector delete
|
| 733 |
+
pass
|
| 734 |
+
|
| 735 |
+
success = delete_document_record(doc_id)
|
| 736 |
+
if not success:
|
| 737 |
+
raise HTTPException(status_code=404, detail="Document not found")
|
| 738 |
+
|
| 739 |
+
# Remove from Vector DB
|
| 740 |
+
if RAG_AVAILABLE:
|
| 741 |
+
delete_from_chroma(doc_id)
|
| 742 |
+
|
| 743 |
+
return {"message": "Document deleted successfully"}
|
| 744 |
+
|
| 745 |
+
|
| 746 |
+
# ==============================
|
| 747 |
+
# 13. LEGACY ENDPOINT (backwards compatibility)
|
| 748 |
+
# ==============================
|
| 749 |
+
|
| 750 |
+
@app.post("/ask")
|
| 751 |
+
async def ask_question(req: QuestionRequest):
|
| 752 |
+
"""Legacy endpoint - still functional for backwards compatibility"""
|
| 753 |
+
question = req.question.strip()
|
| 754 |
+
if not question:
|
| 755 |
+
raise HTTPException(status_code=400, detail="Savol bo'sh bo'lishi mumkin emas")
|
| 756 |
+
|
| 757 |
+
# This endpoint now relies on documents already in ChromaDB, not auto-loading data.pdf
|
| 758 |
+
if collection.count() == 0:
|
| 759 |
+
raise HTTPException(status_code=404, detail="No documents loaded into the system. Please upload PDFs first.")
|
| 760 |
+
|
| 761 |
+
relevant_chunks = find_context(question, top_k=3)
|
| 762 |
+
answer = ask_gemini(question, relevant_chunks)
|
| 763 |
+
|
| 764 |
+
return {"answer": answer}
|
| 765 |
+
|
| 766 |
+
|
| 767 |
+
# ==============================
|
| 768 |
+
# 14. CHAT ENDPOINTS
|
| 769 |
+
# ==============================
|
| 770 |
+
|
| 771 |
+
@app.post("/chats")
|
| 772 |
+
async def create_new_chat(req: CreateChatRequest = CreateChatRequest()):
|
| 773 |
+
"""Create a new chat session"""
|
| 774 |
+
chat = create_chat(req.title)
|
| 775 |
+
return chat
|
| 776 |
+
|
| 777 |
+
|
| 778 |
+
@app.get("/chats")
|
| 779 |
+
async def list_chats():
|
| 780 |
+
"""Get all chats"""
|
| 781 |
+
chats = get_all_chats()
|
| 782 |
+
return {"chats": chats}
|
| 783 |
+
|
| 784 |
+
|
| 785 |
+
@app.get("/chats/{chat_id}")
|
| 786 |
+
async def get_chat(chat_id: str):
|
| 787 |
+
"""Get a single chat by ID"""
|
| 788 |
+
chat = get_chat_by_id(chat_id)
|
| 789 |
+
if not chat:
|
| 790 |
+
raise HTTPException(status_code=404, detail="Chat not found")
|
| 791 |
+
return chat
|
| 792 |
+
|
| 793 |
+
|
| 794 |
+
@app.patch("/chats/{chat_id}")
|
| 795 |
+
async def update_chat(chat_id: str, req: UpdateChatRequest):
|
| 796 |
+
"""Update chat title"""
|
| 797 |
+
success = update_chat_title(chat_id, req.title)
|
| 798 |
+
if not success:
|
| 799 |
+
raise HTTPException(status_code=404, detail="Chat not found")
|
| 800 |
+
return {"message": "Chat updated successfully"}
|
| 801 |
+
|
| 802 |
+
|
| 803 |
+
@app.delete("/chats/{chat_id}")
|
| 804 |
+
async def remove_chat(chat_id: str):
|
| 805 |
+
"""Delete a chat and all its messages"""
|
| 806 |
+
success = delete_chat(chat_id)
|
| 807 |
+
if not success:
|
| 808 |
+
raise HTTPException(status_code=404, detail="Chat not found")
|
| 809 |
+
return {"message": "Chat deleted successfully"}
|
| 810 |
+
|
| 811 |
+
|
| 812 |
+
# ==============================
|
| 813 |
+
# 14.5 DOCUMENT ENDPOINTS
|
| 814 |
+
# ==============================
|
| 815 |
+
|
| 816 |
+
@app.get("/documents")
|
| 817 |
+
async def list_documents():
|
| 818 |
+
return {"documents": get_all_documents()}
|
| 819 |
+
|
| 820 |
+
@app.post("/documents")
|
| 821 |
+
async def upload_document(file: UploadFile = File(...)):
|
| 822 |
+
if not RAG_AVAILABLE:
|
| 823 |
+
raise HTTPException(status_code=503, detail="RAG system unavailable (Python 3.14 incompatibility).")
|
| 824 |
+
|
| 825 |
+
if not file.filename.endswith('.pdf'):
|
| 826 |
+
raise HTTPException(status_code=400, detail="Only PDF files are allowed")
|
| 827 |
+
|
| 828 |
+
# Save file temporarily
|
| 829 |
+
os.makedirs("data/uploads", exist_ok=True)
|
| 830 |
+
file_path = f"data/uploads/{uuid.uuid4()}_{file.filename}"
|
| 831 |
+
|
| 832 |
+
try:
|
| 833 |
+
with open(file_path, "wb") as f:
|
| 834 |
+
content = await file.read()
|
| 835 |
+
f.write(content)
|
| 836 |
+
|
| 837 |
+
# Process PDF
|
| 838 |
+
text = load_pdf(file_path)
|
| 839 |
+
if not text.strip():
|
| 840 |
+
raise HTTPException(status_code=400, detail="Could not extract text from PDF")
|
| 841 |
+
|
| 842 |
+
chunks = chunk_text(text)
|
| 843 |
+
embeddings = embed_texts(chunks)
|
| 844 |
+
|
| 845 |
+
# Save Metadata
|
| 846 |
+
doc = create_document_record(file.filename)
|
| 847 |
+
|
| 848 |
+
# Save Vectors
|
| 849 |
+
save_to_chroma(chunks, embeddings, doc["id"])
|
| 850 |
+
|
| 851 |
+
# Cleanup file (optional, keeping it for now in case needed, or delete)
|
| 852 |
+
# os.remove(file_path)
|
| 853 |
+
|
| 854 |
+
return doc
|
| 855 |
+
|
| 856 |
+
except Exception as e:
|
| 857 |
+
if os.path.exists(file_path):
|
| 858 |
+
os.remove(file_path)
|
| 859 |
+
raise HTTPException(status_code=500, detail=f"Processing failed: {str(e)}")
|
| 860 |
+
|
| 861 |
+
@app.delete("/documents/{doc_id}")
|
| 862 |
+
async def delete_document(doc_id: str):
|
| 863 |
+
success = delete_document_record(doc_id)
|
| 864 |
+
if not success:
|
| 865 |
+
raise HTTPException(status_code=404, detail="Document not found")
|
| 866 |
+
|
| 867 |
+
# Remove from Vector DB
|
| 868 |
+
if RAG_AVAILABLE:
|
| 869 |
+
delete_from_chroma(doc_id)
|
| 870 |
+
|
| 871 |
+
return {"message": "Document deleted successfully"}
|
| 872 |
+
|
| 873 |
+
|
| 874 |
+
|
| 875 |
+
# ==============================
|
| 876 |
+
# 15. MESSAGE ENDPOINTS
|
| 877 |
+
# ==============================
|
| 878 |
+
|
| 879 |
+
@app.get("/chats/{chat_id}/messages")
|
| 880 |
+
async def get_messages(chat_id: str):
|
| 881 |
+
"""Get all messages for a chat"""
|
| 882 |
+
chat = get_chat_by_id(chat_id)
|
| 883 |
+
if not chat:
|
| 884 |
+
raise HTTPException(status_code=404, detail="Chat not found")
|
| 885 |
+
|
| 886 |
+
messages = get_chat_messages(chat_id)
|
| 887 |
+
return {"messages": messages}
|
| 888 |
+
|
| 889 |
+
|
| 890 |
+
@app.post("/chats/{chat_id}/messages")
|
| 891 |
+
async def send_message(chat_id: str, req: SendMessageRequest):
|
| 892 |
+
"""
|
| 893 |
+
Send a message and get RAG-powered response.
|
| 894 |
+
|
| 895 |
+
This endpoint:
|
| 896 |
+
1. Saves the user message
|
| 897 |
+
2. Retrieves relevant context from vector DB
|
| 898 |
+
3. Generates response using chat history + RAG context
|
| 899 |
+
4. Saves and returns the assistant response
|
| 900 |
+
"""
|
| 901 |
+
chat = get_chat_by_id(chat_id)
|
| 902 |
+
if not chat:
|
| 903 |
+
raise HTTPException(status_code=404, detail="Chat not found")
|
| 904 |
+
|
| 905 |
+
content = req.content.strip()
|
| 906 |
+
if not content:
|
| 907 |
+
raise HTTPException(status_code=400, detail="Message content cannot be empty")
|
| 908 |
+
|
| 909 |
+
# NO AUTO_LOAD of data.pdf anymore. RAG uses whatever is in Chroma.
|
| 910 |
+
|
| 911 |
+
# Save user message
|
| 912 |
+
user_message = add_message(chat_id, "user", content)
|
| 913 |
+
|
| 914 |
+
# Update chat title if this is the first message
|
| 915 |
+
messages = get_chat_messages(chat_id)
|
| 916 |
+
if len(messages) == 1: # Only the user message we just added
|
| 917 |
+
# Generate title from first message (truncate if too long)
|
| 918 |
+
title = content[:50] + "..." if len(content) > 50 else content
|
| 919 |
+
update_chat_title(chat_id, title)
|
| 920 |
+
|
| 921 |
+
# Get relevant context from RAG (Legacy/Fallback)
|
| 922 |
+
# The model will now use retrieve_documents tool if needed
|
| 923 |
+
relevant_chunks = []
|
| 924 |
+
|
| 925 |
+
# Get chat history (excluding the message we just added for cleaner history)
|
| 926 |
+
chat_history = messages[:-1] if len(messages) > 1 else []
|
| 927 |
+
|
| 928 |
+
# Generate RAG-powered response
|
| 929 |
+
response_text = generate_rag_response(content, relevant_chunks, chat_history)
|
| 930 |
+
|
| 931 |
+
# Save assistant message
|
| 932 |
+
assistant_message = add_message(chat_id, "assistant", response_text)
|
| 933 |
+
|
| 934 |
+
return {
|
| 935 |
+
"user_message": user_message,
|
| 936 |
+
"assistant_message": assistant_message
|
| 937 |
+
}
|
| 938 |
+
|
| 939 |
+
|
| 940 |
+
# ==============================
|
| 941 |
+
# 16. SERVER STARTUP
|
| 942 |
+
# ==============================
|
| 943 |
+
|
| 944 |
+
if __name__ == "__main__":
|
| 945 |
+
# Auto-load logic for data/data.pdf
|
| 946 |
+
DATA_PDF_PATH = os.path.abspath("../data/data.pdf")
|
| 947 |
+
|
| 948 |
+
# Create tables if not exist
|
| 949 |
+
init_db()
|
| 950 |
+
|
| 951 |
+
if RAG_AVAILABLE and os.path.exists(DATA_PDF_PATH):
|
| 952 |
+
print(f"Found default data file: {DATA_PDF_PATH}")
|
| 953 |
+
try:
|
| 954 |
+
# Check if likely already indexed (files with name 'data.pdf')
|
| 955 |
+
# This is a basic check.
|
| 956 |
+
conn = sqlite3.connect(CHAT_DB_PATH)
|
| 957 |
+
cursor = conn.cursor()
|
| 958 |
+
cursor.execute("SELECT id FROM documents WHERE filename = ?", ("data.pdf",))
|
| 959 |
+
existing = cursor.fetchone()
|
| 960 |
+
conn.close()
|
| 961 |
+
|
| 962 |
+
if not existing:
|
| 963 |
+
print("Auto-loading data.pdf...")
|
| 964 |
+
text = load_pdf(DATA_PDF_PATH)
|
| 965 |
+
if text.strip():
|
| 966 |
+
chunks = chunk_text(text)
|
| 967 |
+
embeddings = embed_texts(chunks)
|
| 968 |
+
doc = create_document_record("data.pdf")
|
| 969 |
+
save_to_chroma(chunks, embeddings, doc["id"])
|
| 970 |
+
print("Successfully auto-loaded data.pdf")
|
| 971 |
+
else:
|
| 972 |
+
print("Warning: data.pdf was empty")
|
| 973 |
+
else:
|
| 974 |
+
print("data.pdf already indexed.")
|
| 975 |
+
|
| 976 |
+
except Exception as e:
|
| 977 |
+
print(f"Failed to auto-load data.pdf: {e}")
|
| 978 |
+
|
| 979 |
+
import uvicorn
|
| 980 |
+
uvicorn.run("server:app", host="0.0.0.0", port=4000, reload=True)
|
back/test_chat.py
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import requests
|
| 3 |
+
import time
|
| 4 |
+
|
| 5 |
+
print("Waiting for server to ensure it is up...")
|
| 6 |
+
time.sleep(3)
|
| 7 |
+
|
| 8 |
+
try:
|
| 9 |
+
url = "http://localhost:4000/chats"
|
| 10 |
+
print(f"Testing POST {url}...")
|
| 11 |
+
res = requests.post(url, json={"title": "Test Chat"})
|
| 12 |
+
print(f"Status: {res.status_code}")
|
| 13 |
+
print(f"Response: {res.text}")
|
| 14 |
+
except Exception as e:
|
| 15 |
+
print(f"Failed to connect: {e}")
|
back/tools.py
ADDED
|
@@ -0,0 +1,167 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import math
|
| 3 |
+
import requests
|
| 4 |
+
import ast
|
| 5 |
+
import operator
|
| 6 |
+
from typing import Union, Dict, Any
|
| 7 |
+
|
| 8 |
+
# ==============================
|
| 9 |
+
# MATH TOOL
|
| 10 |
+
# ==============================
|
| 11 |
+
|
| 12 |
+
def calculate_expression(expression: str) -> Union[float, str]:
|
| 13 |
+
"""
|
| 14 |
+
Safely evaluate a mathematical expression.
|
| 15 |
+
Supported operators: +, -, *, /, **, %, ^ (as power), sqrt, abs, round, sin, cos, tan, log, pi, e
|
| 16 |
+
"""
|
| 17 |
+
# Safe operators map
|
| 18 |
+
operators = {
|
| 19 |
+
ast.Add: operator.add,
|
| 20 |
+
ast.Sub: operator.sub,
|
| 21 |
+
ast.Mult: operator.mul,
|
| 22 |
+
ast.Div: operator.truediv,
|
| 23 |
+
ast.Pow: operator.pow,
|
| 24 |
+
ast.Mod: operator.mod,
|
| 25 |
+
ast.USub: operator.neg,
|
| 26 |
+
ast.UAdd: operator.pos,
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
# Safe functions map
|
| 30 |
+
functions = {
|
| 31 |
+
"sqrt": math.sqrt,
|
| 32 |
+
"abs": abs,
|
| 33 |
+
"round": round,
|
| 34 |
+
"sin": math.sin,
|
| 35 |
+
"cos": math.cos,
|
| 36 |
+
"tan": math.tan,
|
| 37 |
+
"log": math.log,
|
| 38 |
+
"max": max,
|
| 39 |
+
"min": min,
|
| 40 |
+
"ceil": math.ceil,
|
| 41 |
+
"floor": math.floor,
|
| 42 |
+
"degrees": math.degrees,
|
| 43 |
+
"radians": math.radians,
|
| 44 |
+
}
|
| 45 |
+
|
| 46 |
+
# Safe constants
|
| 47 |
+
constants = {
|
| 48 |
+
"pi": math.pi,
|
| 49 |
+
"e": math.e,
|
| 50 |
+
"tau": math.tau,
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
def eval_node(node):
|
| 54 |
+
if isinstance(node, ast.Num): # < 3.8
|
| 55 |
+
return node.n
|
| 56 |
+
elif isinstance(node, ast.Constant): # >= 3.8
|
| 57 |
+
if isinstance(node.value, (int, float)):
|
| 58 |
+
return node.value
|
| 59 |
+
raise ValueError(f"Unsupported constant type: {type(node.value)}")
|
| 60 |
+
elif isinstance(node, ast.BinOp): # <left> <operator> <right>
|
| 61 |
+
op = type(node.op)
|
| 62 |
+
if op not in operators:
|
| 63 |
+
raise ValueError(f"Unsupported operator: {op}")
|
| 64 |
+
return operators[op](eval_node(node.left), eval_node(node.right))
|
| 65 |
+
elif isinstance(node, ast.UnaryOp): # <operator> <operand> (e.g., -1)
|
| 66 |
+
op = type(node.op)
|
| 67 |
+
if op not in operators:
|
| 68 |
+
raise ValueError(f"Unsupported unary operator: {op}")
|
| 69 |
+
return operators[op](eval_node(node.operand))
|
| 70 |
+
elif isinstance(node, ast.Call): # Function calls like sqrt(4)
|
| 71 |
+
if not isinstance(node.func, ast.Name):
|
| 72 |
+
raise ValueError("Only named functions are supported")
|
| 73 |
+
if node.func.id not in functions:
|
| 74 |
+
raise ValueError(f"Unsupported function: {node.func.id}")
|
| 75 |
+
args = [eval_node(arg) for arg in node.args]
|
| 76 |
+
return functions[node.func.id](*args)
|
| 77 |
+
elif isinstance(node, ast.Name): # Variables/Constants
|
| 78 |
+
if node.id in constants:
|
| 79 |
+
return constants[node.id]
|
| 80 |
+
raise ValueError(f"Unsupported name: {node.id}")
|
| 81 |
+
else:
|
| 82 |
+
raise TypeError(f"Unsupported expression node: {type(node)}")
|
| 83 |
+
|
| 84 |
+
try:
|
| 85 |
+
# Pre-process: replace ^ with ** for power
|
| 86 |
+
expression = expression.replace("^", "**")
|
| 87 |
+
node = ast.parse(expression, mode='eval')
|
| 88 |
+
result = eval_node(node.body)
|
| 89 |
+
return float(result)
|
| 90 |
+
except Exception as e:
|
| 91 |
+
return f"Error calculating '{expression}': {str(e)}"
|
| 92 |
+
|
| 93 |
+
# ==============================
|
| 94 |
+
# WEATHER TOOL
|
| 95 |
+
# ==============================
|
| 96 |
+
|
| 97 |
+
def get_current_weather(location: str) -> Dict[str, Any]:
|
| 98 |
+
"""
|
| 99 |
+
Get current weather for a specific city using Open-Meteo API.
|
| 100 |
+
Returns temperature (C), humidity, wind speed, etc.
|
| 101 |
+
"""
|
| 102 |
+
try:
|
| 103 |
+
# 1. Geocoding
|
| 104 |
+
geo_url = "https://geocoding-api.open-meteo.com/v1/search"
|
| 105 |
+
geo_params = {"name": location, "count": 1, "language": "en", "format": "json"}
|
| 106 |
+
|
| 107 |
+
geo_res = requests.get(geo_url, params=geo_params, timeout=5)
|
| 108 |
+
geo_data = geo_res.json()
|
| 109 |
+
|
| 110 |
+
if not geo_data.get("results"):
|
| 111 |
+
return {"error": f"City '{location}' not found."}
|
| 112 |
+
|
| 113 |
+
location = geo_data["results"][0]
|
| 114 |
+
lat = location["latitude"]
|
| 115 |
+
lon = location["longitude"]
|
| 116 |
+
city_name = location["name"]
|
| 117 |
+
country = location.get("country", "")
|
| 118 |
+
|
| 119 |
+
# 2. Weather Data
|
| 120 |
+
weather_url = "https://api.open-meteo.com/v1/forecast"
|
| 121 |
+
weather_params = {
|
| 122 |
+
"latitude": lat,
|
| 123 |
+
"longitude": lon,
|
| 124 |
+
"current": "temperature_2m,relative_humidity_2m,apparent_temperature,precipitation,rain,showers,snowfall,weather_code,cloud_cover,wind_speed_10m",
|
| 125 |
+
"timezone": "auto"
|
| 126 |
+
}
|
| 127 |
+
|
| 128 |
+
w_res = requests.get(weather_url, params=weather_params, timeout=5)
|
| 129 |
+
w_data = w_res.json()
|
| 130 |
+
|
| 131 |
+
if "current" not in w_data:
|
| 132 |
+
return {"error": "{location} Weather data not available."}
|
| 133 |
+
|
| 134 |
+
current = w_data["current"]
|
| 135 |
+
current_units = w_data["current_units"]
|
| 136 |
+
|
| 137 |
+
# Decode WMO Weather Code
|
| 138 |
+
# source: https://open-meteo.com/en/docs
|
| 139 |
+
wmo_code = current["weather_code"]
|
| 140 |
+
condition = "Unknown"
|
| 141 |
+
if wmo_code == 0: condition = "Clear sky"
|
| 142 |
+
elif 1 <= wmo_code <= 3: condition = "Mainly clear, partly cloudy, and overcast"
|
| 143 |
+
elif 45 <= wmo_code <= 48: condition = "Fog and depositing rime fog"
|
| 144 |
+
elif 51 <= wmo_code <= 55: condition = "Drizzle: Light, moderate, and dense intensity"
|
| 145 |
+
elif 56 <= wmo_code <= 57: condition = "Freezing Drizzle: Light and dense intensity"
|
| 146 |
+
elif 61 <= wmo_code <= 65: condition = "Rain: Slight, moderate and heavy intensity"
|
| 147 |
+
elif 66 <= wmo_code <= 67: condition = "Freezing Rain: Light and heavy intensity"
|
| 148 |
+
elif 71 <= wmo_code <= 75: condition = "Snow fall: Slight, moderate, and heavy intensity"
|
| 149 |
+
elif 77: condition = "Snow grains"
|
| 150 |
+
elif 80 <= wmo_code <= 82: condition = "Rain showers: Slight, moderate, and violent"
|
| 151 |
+
elif 85 <= wmo_code <= 86: condition = "Snow showers slight and heavy"
|
| 152 |
+
elif 95: condition = "Thunderstorm: Slight or moderate"
|
| 153 |
+
elif 96 <= wmo_code <= 99: condition = "Thunderstorm with slight and heavy hail"
|
| 154 |
+
|
| 155 |
+
return {
|
| 156 |
+
"location": f"{city_name}, {country}",
|
| 157 |
+
"temperature": f"{current['temperature_2m']} {current_units['temperature_2m']}",
|
| 158 |
+
"feels_like": f"{current['apparent_temperature']} {current_units['apparent_temperature']}",
|
| 159 |
+
"humidity": f"{current['relative_humidity_2m']} {current_units['relative_humidity_2m']}",
|
| 160 |
+
"wind_speed": f"{current['wind_speed_10m']} {current_units['wind_speed_10m']}",
|
| 161 |
+
"condition": condition,
|
| 162 |
+
"cloud_cover": f"{current['cloud_cover']} {current_units['cloud_cover']}",
|
| 163 |
+
"timestamp": current["time"]
|
| 164 |
+
}
|
| 165 |
+
|
| 166 |
+
except Exception as e:
|
| 167 |
+
return {"error": f"Failed to fetch weather: {str(e)}"}
|
back/verify_rag_tool.py
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import requests
|
| 3 |
+
import time
|
| 4 |
+
|
| 5 |
+
# Create chat
|
| 6 |
+
try:
|
| 7 |
+
chat = requests.post("http://localhost:4000/chats", json={"title": "RAG Tool Test"}).json()
|
| 8 |
+
chat_id = chat["id"]
|
| 9 |
+
except Exception as e:
|
| 10 |
+
print(f"Failed to create chat: {e}")
|
| 11 |
+
exit(1)
|
| 12 |
+
|
| 13 |
+
def ask(question):
|
| 14 |
+
print(f"\nUser: {question}")
|
| 15 |
+
t0 = time.time()
|
| 16 |
+
try:
|
| 17 |
+
res = requests.post(f"http://localhost:4000/chats/{chat_id}/messages", json={"content": question})
|
| 18 |
+
duration = time.time() - t0
|
| 19 |
+
if res.status_code == 200:
|
| 20 |
+
data = res.json()
|
| 21 |
+
print(f"Assistant ({duration:.1f}s): {data['assistant_message']['content']}")
|
| 22 |
+
else:
|
| 23 |
+
print(f"Error {res.status_code}: {res.text}")
|
| 24 |
+
except Exception as e:
|
| 25 |
+
print(f"Request failed: {e}")
|
| 26 |
+
|
| 27 |
+
# Test 1: Math Tool (Should verify tools still work)
|
| 28 |
+
ask("Calculate 55 * 4")
|
| 29 |
+
|
| 30 |
+
# Test 2: RAG Tool (Should verify retrieve_documents is called)
|
| 31 |
+
ask("What specific data is in the uploaded document?")
|
| 32 |
+
|
| 33 |
+
# Test 3: Rate Limit Resilience (Hammer the API)
|
| 34 |
+
print("\n--- Stress Test (Rate Limit) ---")
|
| 35 |
+
for i in range(5):
|
| 36 |
+
ask(f"Quick question {i}: What is 1+{i}?")
|
components/ChatInput.tsx
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import React, { useState, useRef, useEffect } from 'react';
|
| 2 |
+
|
| 3 |
+
interface ChatInputProps {
|
| 4 |
+
onSendMessage: (content: string) => void;
|
| 5 |
+
isSending: boolean;
|
| 6 |
+
disabled: boolean;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
const ChatInput: React.FC<ChatInputProps> = ({ onSendMessage, isSending, disabled }) => {
|
| 10 |
+
const [message, setMessage] = useState('');
|
| 11 |
+
const textareaRef = useRef<HTMLTextAreaElement>(null);
|
| 12 |
+
|
| 13 |
+
// Auto-resize textarea
|
| 14 |
+
useEffect(() => {
|
| 15 |
+
if (textareaRef.current) {
|
| 16 |
+
textareaRef.current.style.height = 'auto';
|
| 17 |
+
textareaRef.current.style.height = `${Math.min(textareaRef.current.scrollHeight, 200)}px`;
|
| 18 |
+
}
|
| 19 |
+
}, [message]);
|
| 20 |
+
|
| 21 |
+
const handleSubmit = () => {
|
| 22 |
+
const trimmed = message.trim();
|
| 23 |
+
if (trimmed && !isSending && !disabled) {
|
| 24 |
+
onSendMessage(trimmed);
|
| 25 |
+
setMessage('');
|
| 26 |
+
if (textareaRef.current) {
|
| 27 |
+
textareaRef.current.style.height = 'auto';
|
| 28 |
+
}
|
| 29 |
+
}
|
| 30 |
+
};
|
| 31 |
+
|
| 32 |
+
const handleKeyDown = (e: React.KeyboardEvent) => {
|
| 33 |
+
if (e.key === 'Enter' && !e.shiftKey) {
|
| 34 |
+
e.preventDefault();
|
| 35 |
+
handleSubmit();
|
| 36 |
+
}
|
| 37 |
+
};
|
| 38 |
+
|
| 39 |
+
return (
|
| 40 |
+
<div className="border-t border-gray-200 bg-white p-4">
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
<div className="max-w-4xl mx-auto">
|
| 44 |
+
<div className="relative flex items-end gap-3 bg-gray-50 border border-gray-200 rounded-2xl p-2 focus-within:border-indigo-300 focus-within:ring-2 focus-within:ring-indigo-100 transition-all">
|
| 45 |
+
<textarea
|
| 46 |
+
ref={textareaRef}
|
| 47 |
+
value={message}
|
| 48 |
+
onChange={(e) => setMessage(e.target.value)}
|
| 49 |
+
onKeyDown={handleKeyDown}
|
| 50 |
+
placeholder={disabled ? "Select or create a chat to start..." : "Ask a question..."}
|
| 51 |
+
disabled={disabled || isSending}
|
| 52 |
+
rows={1}
|
| 53 |
+
className="flex-1 resize-none bg-transparent px-3 py-2 text-gray-800 placeholder-gray-400 focus:outline-none text-sm leading-relaxed max-h-[200px] disabled:cursor-not-allowed"
|
| 54 |
+
/>
|
| 55 |
+
<button
|
| 56 |
+
onClick={onsubmit}
|
| 57 |
+
disabled={!message.trim() || isSending || disabled}
|
| 58 |
+
className={`flex-shrink-0 p-3 rounded-xl transition-all duration-200 ${message.trim() && !isSending && !disabled
|
| 59 |
+
? 'bg-gradient-to-r from-indigo-600 to-purple-600 text-white shadow-lg hover:shadow-indigo-500/30 hover:scale-105 active:scale-95'
|
| 60 |
+
: 'bg-gray-200 text-gray-400 cursor-not-allowed'
|
| 61 |
+
}`}
|
| 62 |
+
>
|
| 63 |
+
{isSending ? (
|
| 64 |
+
<svg className="w-5 h-5 animate-spin" fill="none" viewBox="0 0 24 24">
|
| 65 |
+
<circle className="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" strokeWidth="4"></circle>
|
| 66 |
+
<path className="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
|
| 67 |
+
</svg>
|
| 68 |
+
) : (
|
| 69 |
+
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 70 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 19l9 2-9-18-9 18 9-2zm0 0v-8" />
|
| 71 |
+
</svg>
|
| 72 |
+
)}
|
| 73 |
+
</button>
|
| 74 |
+
</div>
|
| 75 |
+
<p className="text-xs text-gray-400 text-center mt-2">
|
| 76 |
+
Press Enter to send, Shift+Enter for new line
|
| 77 |
+
</p>
|
| 78 |
+
</div>
|
| 79 |
+
</div>
|
| 80 |
+
);
|
| 81 |
+
};
|
| 82 |
+
|
| 83 |
+
export default ChatInput;
|
components/ChatMessage.tsx
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import React from 'react';
|
| 2 |
+
import { Message } from '../types';
|
| 3 |
+
|
| 4 |
+
interface ChatMessageProps {
|
| 5 |
+
message: Message;
|
| 6 |
+
}
|
| 7 |
+
|
| 8 |
+
const ChatMessage: React.FC<ChatMessageProps> = ({ message }) => {
|
| 9 |
+
const isUser = message.role === 'user';
|
| 10 |
+
|
| 11 |
+
// Format timestamp
|
| 12 |
+
const formatTime = (timestamp: string) => {
|
| 13 |
+
const date = new Date(timestamp);
|
| 14 |
+
return date.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' });
|
| 15 |
+
};
|
| 16 |
+
|
| 17 |
+
return (
|
| 18 |
+
<div className={`flex gap-4 ${isUser ? 'flex-row-reverse' : 'flex-row'}`}>
|
| 19 |
+
{/* Avatar */}
|
| 20 |
+
<div className={`flex-shrink-0 w-10 h-10 rounded-full flex items-center justify-center text-white font-bold text-sm shadow-lg ${isUser
|
| 21 |
+
? 'bg-gradient-to-br from-indigo-500 to-purple-600'
|
| 22 |
+
: 'bg-gradient-to-br from-emerald-500 to-teal-600'
|
| 23 |
+
}`}>
|
| 24 |
+
{isUser ? (
|
| 25 |
+
<svg className="w-5 h-5" fill="currentColor" viewBox="0 0 24 24">
|
| 26 |
+
<path d="M12 12c2.21 0 4-1.79 4-4s-1.79-4-4-4-4 1.79-4 4 1.79 4 4 4zm0 2c-2.67 0-8 1.34-8 4v2h16v-2c0-2.66-5.33-4-8-4z" />
|
| 27 |
+
</svg>
|
| 28 |
+
) : (
|
| 29 |
+
<svg className="w-5 h-5" fill="currentColor" viewBox="0 0 24 24">
|
| 30 |
+
<path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm-1 17.93c-3.95-.49-7-3.85-7-7.93 0-.62.08-1.21.21-1.79L9 15v1c0 1.1.9 2 2 2v1.93zm6.9-2.54c-.26-.81-1-1.39-1.9-1.39h-1v-3c0-.55-.45-1-1-1H8v-2h2c.55 0 1-.45 1-1V7h2c1.1 0 2-.9 2-2v-.41c2.93 1.19 5 4.06 5 7.41 0 2.08-.8 3.97-2.1 5.39z" />
|
| 31 |
+
</svg>
|
| 32 |
+
)}
|
| 33 |
+
</div>
|
| 34 |
+
|
| 35 |
+
{/* Message Content */}
|
| 36 |
+
<div className={`flex flex-col max-w-[70%] ${isUser ? 'items-end' : 'items-start'}`}>
|
| 37 |
+
<div className={`px-4 py-3 rounded-2xl shadow-sm ${isUser
|
| 38 |
+
? 'bg-gradient-to-r from-indigo-600 to-purple-600 text-white rounded-br-md'
|
| 39 |
+
: 'bg-white text-gray-800 border border-gray-100 rounded-bl-md'
|
| 40 |
+
}`}>
|
| 41 |
+
<p className="text-sm leading-relaxed whitespace-pre-wrap">
|
| 42 |
+
{message.content}
|
| 43 |
+
</p>
|
| 44 |
+
</div>
|
| 45 |
+
<span className={`text-xs mt-1 px-1 ${isUser ? 'text-gray-400' : 'text-gray-400'}`}>
|
| 46 |
+
{formatTime(message.timestamp)}
|
| 47 |
+
</span>
|
| 48 |
+
</div>
|
| 49 |
+
</div>
|
| 50 |
+
);
|
| 51 |
+
};
|
| 52 |
+
|
| 53 |
+
export default ChatMessage;
|
components/ChatSidebar.tsx
ADDED
|
@@ -0,0 +1,103 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import React from 'react';
|
| 2 |
+
import { Chat } from '../types';
|
| 3 |
+
|
| 4 |
+
interface ChatSidebarProps {
|
| 5 |
+
chats: Chat[];
|
| 6 |
+
activeChat: Chat | null;
|
| 7 |
+
onSelectChat: (chat: Chat) => void;
|
| 8 |
+
onNewChat: () => void;
|
| 9 |
+
onDeleteChat: (chatId: string) => void;
|
| 10 |
+
isLoading: boolean;
|
| 11 |
+
}
|
| 12 |
+
|
| 13 |
+
const ChatSidebar: React.FC<ChatSidebarProps> = ({
|
| 14 |
+
chats,
|
| 15 |
+
activeChat,
|
| 16 |
+
onSelectChat,
|
| 17 |
+
onNewChat,
|
| 18 |
+
onDeleteChat,
|
| 19 |
+
isLoading,
|
| 20 |
+
}) => {
|
| 21 |
+
return (
|
| 22 |
+
<aside className="w-72 bg-gray-900 flex flex-col h-full">
|
| 23 |
+
{/* Header */}
|
| 24 |
+
<div className="p-4 border-b border-gray-700">
|
| 25 |
+
<button
|
| 26 |
+
onClick={onNewChat}
|
| 27 |
+
disabled={isLoading}
|
| 28 |
+
className="w-full flex items-center justify-center gap-2 px-4 py-3 bg-gradient-to-r from-indigo-600 to-purple-600 hover:from-indigo-700 hover:to-purple-700 text-white font-semibold rounded-xl transition-all duration-200 shadow-lg hover:shadow-indigo-500/25 disabled:opacity-50 disabled:cursor-not-allowed"
|
| 29 |
+
>
|
| 30 |
+
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 31 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 4v16m8-8H4" />
|
| 32 |
+
</svg>
|
| 33 |
+
New Chat
|
| 34 |
+
</button>
|
| 35 |
+
</div>
|
| 36 |
+
|
| 37 |
+
{/* Chat List */}
|
| 38 |
+
<div className="flex-1 overflow-y-auto py-2 scrollbar-thin scrollbar-thumb-gray-700 scrollbar-track-transparent">
|
| 39 |
+
{chats.length === 0 ? (
|
| 40 |
+
<div className="px-4 py-8 text-center text-gray-500 text-sm">
|
| 41 |
+
No chats yet. Start a new conversation!
|
| 42 |
+
</div>
|
| 43 |
+
) : (
|
| 44 |
+
<div className="space-y-1 px-2">
|
| 45 |
+
{chats.map((chat) => (
|
| 46 |
+
<div
|
| 47 |
+
key={chat.id}
|
| 48 |
+
className={`group relative flex items-center gap-3 px-3 py-3 rounded-lg cursor-pointer transition-all duration-150 ${activeChat?.id === chat.id
|
| 49 |
+
? 'bg-gray-700/80 text-white'
|
| 50 |
+
: 'text-gray-300 hover:bg-gray-800 hover:text-white'
|
| 51 |
+
}`}
|
| 52 |
+
onClick={() => onSelectChat(chat)}
|
| 53 |
+
>
|
| 54 |
+
<svg className="w-5 h-5 flex-shrink-0 text-gray-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 55 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
|
| 56 |
+
</svg>
|
| 57 |
+
<span className="flex-1 truncate text-sm font-medium">
|
| 58 |
+
{chat.title}
|
| 59 |
+
</span>
|
| 60 |
+
{/* Delete button - shows on hover */}
|
| 61 |
+
<button
|
| 62 |
+
onClick={(e) => {
|
| 63 |
+
e.stopPropagation();
|
| 64 |
+
onDeleteChat(chat.id);
|
| 65 |
+
}}
|
| 66 |
+
className="opacity-0 group-hover:opacity-100 p-1 hover:bg-gray-600 rounded transition-all duration-150"
|
| 67 |
+
title="Delete chat"
|
| 68 |
+
>
|
| 69 |
+
<svg className="w-4 h-4 text-gray-400 hover:text-red-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 70 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
|
| 71 |
+
</svg>
|
| 72 |
+
</button>
|
| 73 |
+
</div>
|
| 74 |
+
))}
|
| 75 |
+
</div>
|
| 76 |
+
)}
|
| 77 |
+
</div>
|
| 78 |
+
|
| 79 |
+
{/* Footer */}
|
| 80 |
+
<div className="p-4 border-t border-gray-700 space-y-3">
|
| 81 |
+
{/* Manage Documents Button */}
|
| 82 |
+
<button
|
| 83 |
+
onClick={() => window.dispatchEvent(new CustomEvent('open-documents-modal'))}
|
| 84 |
+
className="w-full flex items-center gap-3 px-3 py-2 text-gray-300 hover:text-white hover:bg-gray-800 rounded-lg transition-colors text-sm font-medium"
|
| 85 |
+
>
|
| 86 |
+
<div className="bg-gray-800 p-1.5 rounded-md group-hover:bg-gray-700">
|
| 87 |
+
<svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 88 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" />
|
| 89 |
+
</svg>
|
| 90 |
+
</div>
|
| 91 |
+
Manage Documents
|
| 92 |
+
</button>
|
| 93 |
+
|
| 94 |
+
<div className="flex items-center gap-2 text-xs text-gray-500 px-2 pt-2 border-t border-gray-800">
|
| 95 |
+
<div className="w-2 h-2 bg-green-500 rounded-full animate-pulse"></div>
|
| 96 |
+
<span>Created by Muhammadjon</span>
|
| 97 |
+
</div>
|
| 98 |
+
</div>
|
| 99 |
+
</aside>
|
| 100 |
+
);
|
| 101 |
+
};
|
| 102 |
+
|
| 103 |
+
export default ChatSidebar;
|
components/ChatWindow.tsx
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import React, { useRef, useEffect } from 'react';
|
| 2 |
+
import { Message, Chat } from '../types';
|
| 3 |
+
import ChatMessage from './ChatMessage';
|
| 4 |
+
import ChatInput from './ChatInput';
|
| 5 |
+
|
| 6 |
+
interface ChatWindowProps {
|
| 7 |
+
activeChat: Chat | null;
|
| 8 |
+
messages: Message[];
|
| 9 |
+
onSendMessage: (content: string) => void;
|
| 10 |
+
isSending: boolean;
|
| 11 |
+
isLoading: boolean;
|
| 12 |
+
}
|
| 13 |
+
|
| 14 |
+
const ChatWindow: React.FC<ChatWindowProps> = ({
|
| 15 |
+
activeChat,
|
| 16 |
+
messages,
|
| 17 |
+
onSendMessage,
|
| 18 |
+
isSending,
|
| 19 |
+
isLoading,
|
| 20 |
+
}) => {
|
| 21 |
+
const messagesEndRef = useRef<HTMLDivElement>(null);
|
| 22 |
+
|
| 23 |
+
// Auto-scroll to bottom when new messages arrive
|
| 24 |
+
useEffect(() => {
|
| 25 |
+
messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
|
| 26 |
+
}, [messages]);
|
| 27 |
+
|
| 28 |
+
return (
|
| 29 |
+
<div className="flex-1 flex flex-col bg-gray-50 h-full">
|
| 30 |
+
{/* Header */}
|
| 31 |
+
<header className="bg-white border-b border-gray-200 px-6 py-4 flex items-center justify-between shadow-sm">
|
| 32 |
+
<div className="flex items-center gap-3">
|
| 33 |
+
<div className="bg-gradient-to-br from-indigo-500 to-purple-600 p-2 rounded-xl shadow-lg">
|
| 34 |
+
<svg className="w-6 h-6 text-white" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 35 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
|
| 36 |
+
</svg>
|
| 37 |
+
</div>
|
| 38 |
+
<div>
|
| 39 |
+
<h1 className="text-xl font-bold text-gray-900">
|
| 40 |
+
{activeChat ? activeChat.title : 'RAG Chat'}
|
| 41 |
+
</h1>
|
| 42 |
+
<p className="text-xs text-gray-500">Powered by AI + Document Retrieval</p>
|
| 43 |
+
</div>
|
| 44 |
+
</div>
|
| 45 |
+
{activeChat && (
|
| 46 |
+
<div className="flex items-center gap-2 text-xs text-gray-400">
|
| 47 |
+
<span className="w-2 h-2 bg-green-500 rounded-full animate-pulse"></span>
|
| 48 |
+
Online
|
| 49 |
+
</div>
|
| 50 |
+
)}
|
| 51 |
+
</header>
|
| 52 |
+
|
| 53 |
+
{/* Messages Area */}
|
| 54 |
+
<div className="flex-1 overflow-y-auto px-6 py-6">
|
| 55 |
+
{!activeChat ? (
|
| 56 |
+
// No Chat Selected State
|
| 57 |
+
<div className="h-full flex flex-col items-center justify-center text-center">
|
| 58 |
+
<div className="bg-gradient-to-br from-indigo-100 to-purple-100 p-6 rounded-3xl mb-6">
|
| 59 |
+
<svg className="w-16 h-16 text-indigo-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 60 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
|
| 61 |
+
</svg>
|
| 62 |
+
</div>
|
| 63 |
+
<h2 className="text-2xl font-bold text-gray-800 mb-2">Welcome to RAG Chat</h2>
|
| 64 |
+
<p className="text-gray-500 max-w-md mb-6">
|
| 65 |
+
Start a new conversation or select an existing chat from the sidebar to continue your discussion.
|
| 66 |
+
</p>
|
| 67 |
+
<div className="flex flex-wrap justify-center gap-3 text-sm">
|
| 68 |
+
<div className="bg-white px-4 py-2 rounded-full border border-gray-200 text-gray-600">
|
| 69 |
+
💡 Ask questions about your documents
|
| 70 |
+
</div>
|
| 71 |
+
<div className="bg-white px-4 py-2 rounded-full border border-gray-200 text-gray-600">
|
| 72 |
+
📚 Context-aware responses
|
| 73 |
+
</div>
|
| 74 |
+
<div className="bg-white px-4 py-2 rounded-full border border-gray-200 text-gray-600">
|
| 75 |
+
💬 Conversation history
|
| 76 |
+
</div>
|
| 77 |
+
</div>
|
| 78 |
+
</div>
|
| 79 |
+
) : isLoading ? (
|
| 80 |
+
// Loading Messages
|
| 81 |
+
<div className="h-full flex items-center justify-center">
|
| 82 |
+
<div className="flex flex-col items-center gap-4">
|
| 83 |
+
<div className="relative">
|
| 84 |
+
<div className="w-12 h-12 border-4 border-indigo-200 rounded-full animate-spin border-t-indigo-600"></div>
|
| 85 |
+
</div>
|
| 86 |
+
<span className="text-gray-500 text-sm">Loading messages...</span>
|
| 87 |
+
</div>
|
| 88 |
+
</div>
|
| 89 |
+
) : messages.length === 0 ? (
|
| 90 |
+
// Empty Chat State
|
| 91 |
+
<div className="h-full flex flex-col items-center justify-center text-center">
|
| 92 |
+
<div className="bg-gradient-to-br from-emerald-100 to-teal-100 p-5 rounded-2xl mb-4">
|
| 93 |
+
<svg className="w-12 h-12 text-emerald-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 94 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M7 8h10M7 12h4m1 8l-4-4H5a2 2 0 01-2-2V6a2 2 0 012-2h14a2 2 0 012 2v8a2 2 0 01-2 2h-3l-4 4z" />
|
| 95 |
+
</svg>
|
| 96 |
+
</div>
|
| 97 |
+
<h3 className="text-lg font-semibold text-gray-800 mb-1">Start the conversation</h3>
|
| 98 |
+
<p className="text-gray-500 text-sm max-w-sm">
|
| 99 |
+
Ask any question and I'll search through the documents to provide you with relevant answers.
|
| 100 |
+
</p>
|
| 101 |
+
</div>
|
| 102 |
+
) : (
|
| 103 |
+
// Messages List
|
| 104 |
+
<div className="max-w-4xl mx-auto space-y-6">
|
| 105 |
+
{messages.map((msg) => (
|
| 106 |
+
<ChatMessage key={msg.id} message={msg} />
|
| 107 |
+
))}
|
| 108 |
+
|
| 109 |
+
{/* Typing Indicator */}
|
| 110 |
+
{isSending && (
|
| 111 |
+
<div className="flex gap-4">
|
| 112 |
+
<div className="flex-shrink-0 w-10 h-10 rounded-full bg-gradient-to-br from-emerald-500 to-teal-600 flex items-center justify-center shadow-lg">
|
| 113 |
+
<svg className="w-5 h-5 text-white" fill="currentColor" viewBox="0 0 24 24">
|
| 114 |
+
<path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm-1 17.93c-3.95-.49-7-3.85-7-7.93 0-.62.08-1.21.21-1.79L9 15v1c0 1.1.9 2 2 2v1.93zm6.9-2.54c-.26-.81-1-1.39-1.9-1.39h-1v-3c0-.55-.45-1-1-1H8v-2h2c.55 0 1-.45 1-1V7h2c1.1 0 2-.9 2-2v-.41c2.93 1.19 5 4.06 5 7.41 0 2.08-.8 3.97-2.1 5.39z" />
|
| 115 |
+
</svg>
|
| 116 |
+
</div>
|
| 117 |
+
<div className="bg-white border border-gray-100 px-4 py-3 rounded-2xl rounded-bl-md shadow-sm">
|
| 118 |
+
<div className="flex gap-1">
|
| 119 |
+
<span className="w-2 h-2 bg-gray-400 rounded-full animate-bounce" style={{ animationDelay: '0ms' }}></span>
|
| 120 |
+
<span className="w-2 h-2 bg-gray-400 rounded-full animate-bounce" style={{ animationDelay: '150ms' }}></span>
|
| 121 |
+
<span className="w-2 h-2 bg-gray-400 rounded-full animate-bounce" style={{ animationDelay: '300ms' }}></span>
|
| 122 |
+
</div>
|
| 123 |
+
</div>
|
| 124 |
+
</div>
|
| 125 |
+
)}
|
| 126 |
+
|
| 127 |
+
<div ref={messagesEndRef} />
|
| 128 |
+
</div>
|
| 129 |
+
)}
|
| 130 |
+
</div>
|
| 131 |
+
|
| 132 |
+
{/* Input Area */}
|
| 133 |
+
<ChatInput
|
| 134 |
+
onSendMessage={onSendMessage}
|
| 135 |
+
isSending={isSending}
|
| 136 |
+
disabled={!activeChat}
|
| 137 |
+
/>
|
| 138 |
+
</div>
|
| 139 |
+
);
|
| 140 |
+
};
|
| 141 |
+
|
| 142 |
+
export default ChatWindow;
|
components/DocumentsModal.tsx
ADDED
|
@@ -0,0 +1,195 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
|
|
|
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|
|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import React, { useState, useEffect, useRef } from 'react';
|
| 2 |
+
import { Document } from '../types';
|
| 3 |
+
import { getDocuments, uploadDocument, deleteDocument } from '../services/api';
|
| 4 |
+
|
| 5 |
+
interface DocumentsModalProps {
|
| 6 |
+
isOpen: boolean;
|
| 7 |
+
onClose: () => void;
|
| 8 |
+
}
|
| 9 |
+
|
| 10 |
+
const DocumentsModal: React.FC<DocumentsModalProps> = ({ isOpen, onClose }) => {
|
| 11 |
+
const [documents, setDocuments] = useState<Document[]>([]);
|
| 12 |
+
const [isLoading, setIsLoading] = useState(false);
|
| 13 |
+
const [isUploading, setIsUploading] = useState(false);
|
| 14 |
+
const [error, setError] = useState<string | null>(null);
|
| 15 |
+
const fileInputRef = useRef<HTMLInputElement>(null);
|
| 16 |
+
|
| 17 |
+
useEffect(() => {
|
| 18 |
+
if (isOpen) {
|
| 19 |
+
loadDocuments();
|
| 20 |
+
}
|
| 21 |
+
}, [isOpen]);
|
| 22 |
+
|
| 23 |
+
const loadDocuments = async () => {
|
| 24 |
+
try {
|
| 25 |
+
setIsLoading(true);
|
| 26 |
+
setError(null);
|
| 27 |
+
const docs = await getDocuments();
|
| 28 |
+
setDocuments(docs);
|
| 29 |
+
} catch (err) {
|
| 30 |
+
setError('Failed to load documents');
|
| 31 |
+
} finally {
|
| 32 |
+
setIsLoading(false);
|
| 33 |
+
}
|
| 34 |
+
};
|
| 35 |
+
|
| 36 |
+
const handleFileSelect = async (e: React.ChangeEvent<HTMLInputElement>) => {
|
| 37 |
+
if (e.target.files && e.target.files[0]) {
|
| 38 |
+
const file = e.target.files[0];
|
| 39 |
+
if (file.type !== 'application/pdf') {
|
| 40 |
+
setError('Only PDF files are allowed');
|
| 41 |
+
return;
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
try {
|
| 45 |
+
setIsUploading(true);
|
| 46 |
+
setError(null);
|
| 47 |
+
await uploadDocument(file);
|
| 48 |
+
await loadDocuments(); // Reload list
|
| 49 |
+
} catch (err) {
|
| 50 |
+
setError(err instanceof Error ? err.message : 'Upload failed');
|
| 51 |
+
} finally {
|
| 52 |
+
setIsUploading(false);
|
| 53 |
+
// Reset input
|
| 54 |
+
if (fileInputRef.current) fileInputRef.current.value = '';
|
| 55 |
+
}
|
| 56 |
+
}
|
| 57 |
+
};
|
| 58 |
+
|
| 59 |
+
const handleDelete = async (docId: string) => {
|
| 60 |
+
try {
|
| 61 |
+
if (!confirm('Are you sure you want to delete this document?')) return;
|
| 62 |
+
|
| 63 |
+
setIsLoading(true);
|
| 64 |
+
await deleteDocument(docId);
|
| 65 |
+
await loadDocuments();
|
| 66 |
+
} catch (err) {
|
| 67 |
+
setError(err instanceof Error ? err.message : 'Delete failed');
|
| 68 |
+
} finally {
|
| 69 |
+
setIsLoading(false);
|
| 70 |
+
}
|
| 71 |
+
};
|
| 72 |
+
|
| 73 |
+
if (!isOpen) return null;
|
| 74 |
+
|
| 75 |
+
return (
|
| 76 |
+
<div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4">
|
| 77 |
+
<div className="bg-white rounded-2xl w-full max-w-2xl max-h-[80vh] flex flex-col shadow-2xl animate-in fade-in zoom-in-95 duration-200">
|
| 78 |
+
|
| 79 |
+
{/* Header */}
|
| 80 |
+
<div className="p-6 border-b border-gray-100 flex items-center justify-between">
|
| 81 |
+
<div>
|
| 82 |
+
<h2 className="text-xl font-bold text-gray-900">Manage Documents</h2>
|
| 83 |
+
<p className="text-sm text-gray-500 mt-1">Upload PDFs to include in the RAG knowledge base</p>
|
| 84 |
+
</div>
|
| 85 |
+
<button onClick={onClose} className="p-2 hover:bg-gray-100 rounded-full transition-colors text-gray-500">
|
| 86 |
+
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 87 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
|
| 88 |
+
</svg>
|
| 89 |
+
</button>
|
| 90 |
+
</div>
|
| 91 |
+
|
| 92 |
+
{/* Content */}
|
| 93 |
+
<div className="flex-1 overflow-y-auto p-6">
|
| 94 |
+
|
| 95 |
+
{/* Upload Area */}
|
| 96 |
+
<div className="mb-8">
|
| 97 |
+
<input
|
| 98 |
+
type="file"
|
| 99 |
+
ref={fileInputRef}
|
| 100 |
+
accept=".pdf"
|
| 101 |
+
onChange={handleFileSelect}
|
| 102 |
+
className="hidden"
|
| 103 |
+
/>
|
| 104 |
+
<button
|
| 105 |
+
onClick={() => fileInputRef.current?.click()}
|
| 106 |
+
disabled={isUploading}
|
| 107 |
+
className={`w-full border-2 border-dashed border-indigo-200 bg-indigo-50/50 rounded-xl p-8 flex flex-col items-center justify-center transition-all ${isUploading ? 'cursor-not-allowed opacity-75' : 'hover:border-indigo-400 hover:bg-indigo-50 cursor-pointer'
|
| 108 |
+
}`}
|
| 109 |
+
>
|
| 110 |
+
{isUploading ? (
|
| 111 |
+
<>
|
| 112 |
+
<div className="w-10 h-10 border-4 border-indigo-200 border-t-indigo-600 rounded-full animate-spin mb-3"></div>
|
| 113 |
+
<span className="text-indigo-600 font-medium">Processing Document...</span>
|
| 114 |
+
<span className="text-xs text-indigo-400 mt-1">Extracting text & generating embeddings</span>
|
| 115 |
+
</>
|
| 116 |
+
) : (
|
| 117 |
+
<>
|
| 118 |
+
<div className="w-12 h-12 bg-indigo-100 text-indigo-600 rounded-full flex items-center justify-center mb-3">
|
| 119 |
+
<svg className="w-6 h-6" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 120 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12" />
|
| 121 |
+
</svg>
|
| 122 |
+
</div>
|
| 123 |
+
<span className="text-gray-900 font-medium">Click to upload PDF</span>
|
| 124 |
+
<span className="text-xs text-gray-500 mt-1">Maximum file size: 10MB</span>
|
| 125 |
+
</>
|
| 126 |
+
)}
|
| 127 |
+
</button>
|
| 128 |
+
</div>
|
| 129 |
+
|
| 130 |
+
{/* Error Message */}
|
| 131 |
+
{error && (
|
| 132 |
+
<div className="mb-6 p-4 bg-red-50 text-red-600 rounded-xl text-sm flex items-center gap-2 border border-red-100">
|
| 133 |
+
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 134 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
|
| 135 |
+
</svg>
|
| 136 |
+
{error}
|
| 137 |
+
</div>
|
| 138 |
+
)}
|
| 139 |
+
|
| 140 |
+
{/* Document List */}
|
| 141 |
+
<div>
|
| 142 |
+
<h3 className="text-sm font-semibold text-gray-900 uppercase tracking-wider mb-3">Uploaded Documents</h3>
|
| 143 |
+
|
| 144 |
+
{isLoading && documents.length === 0 ? (
|
| 145 |
+
<div className="text-center py-8 text-gray-400">Loading...</div>
|
| 146 |
+
) : documents.length === 0 ? (
|
| 147 |
+
<div className="text-center py-8 text-gray-400 bg-gray-50 rounded-xl border border-gray-100 border-dashed">
|
| 148 |
+
No documents uploaded yet.
|
| 149 |
+
</div>
|
| 150 |
+
) : (
|
| 151 |
+
<div className="space-y-2">
|
| 152 |
+
{documents.map((doc) => (
|
| 153 |
+
<div key={doc.id} className="flex items-center justify-between p-3 bg-white border border-gray-200 rounded-lg hover:border-indigo-200 transition-colors">
|
| 154 |
+
<div className="flex items-center gap-3 overflow-hidden">
|
| 155 |
+
<div className="w-10 h-10 bg-red-100 text-red-600 rounded-lg flex-shrink-0 flex items-center justify-center">
|
| 156 |
+
<svg className="w-5 h-5" fill="currentColor" viewBox="0 0 24 24">
|
| 157 |
+
<path d="M14 2H6c-1.1 0-1.99.9-1.99 2L4 20c0 1.1.89 2 1.99 2H18c1.1 0 2-.9 2-2V8l-6-6zM6 20V4h7v5h5v11H6z" />
|
| 158 |
+
</svg>
|
| 159 |
+
</div>
|
| 160 |
+
<div className="min-w-0">
|
| 161 |
+
<h4 className="text-sm font-medium text-gray-900 truncate">{doc.filename}</h4>
|
| 162 |
+
<p className="text-xs text-gray-500">
|
| 163 |
+
{new Date(doc.upload_date).toLocaleDateString()} • {doc.status}
|
| 164 |
+
</p>
|
| 165 |
+
</div>
|
| 166 |
+
</div>
|
| 167 |
+
|
| 168 |
+
<button
|
| 169 |
+
onClick={() => handleDelete(doc.id)}
|
| 170 |
+
className="p-2 text-gray-400 hover:text-red-500 hover:bg-red-50 rounded-lg transition-colors"
|
| 171 |
+
title="Delete Document"
|
| 172 |
+
>
|
| 173 |
+
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 174 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
|
| 175 |
+
</svg>
|
| 176 |
+
</button>
|
| 177 |
+
</div>
|
| 178 |
+
))}
|
| 179 |
+
</div>
|
| 180 |
+
)}
|
| 181 |
+
</div>
|
| 182 |
+
</div>
|
| 183 |
+
|
| 184 |
+
{/* Footer */}
|
| 185 |
+
<div className="p-4 border-t border-gray-100 bg-gray-50 rounded-b-2xl">
|
| 186 |
+
<p className="text-xs text-center text-gray-500">
|
| 187 |
+
Documents are processed locally. Embeddings are stored in ChromaDB vector store.
|
| 188 |
+
</p>
|
| 189 |
+
</div>
|
| 190 |
+
</div>
|
| 191 |
+
</div>
|
| 192 |
+
);
|
| 193 |
+
};
|
| 194 |
+
|
| 195 |
+
export default DocumentsModal;
|
components/Header.tsx
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import React from 'react';
|
| 3 |
+
|
| 4 |
+
const Header: React.FC = () => {
|
| 5 |
+
return (
|
| 6 |
+
<header className="py-8 px-4 border-b border-gray-200 bg-white">
|
| 7 |
+
<div className="max-w-4xl mx-auto flex items-center justify-between">
|
| 8 |
+
<div className="flex items-center gap-3">
|
| 9 |
+
<div className="bg-indigo-600 p-2 rounded-lg">
|
| 10 |
+
<svg className="w-6 h-6 text-white" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 11 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 6h16M4 12h16m-7 6h7" />
|
| 12 |
+
</svg>
|
| 13 |
+
</div>
|
| 14 |
+
<div>
|
| 15 |
+
<h1 className="text-2xl font-bold text-gray-900 tracking-tight">Briefly AI</h1>
|
| 16 |
+
<p className="text-sm text-gray-500 font-medium">Smart Professional Summarization</p>
|
| 17 |
+
</div>
|
| 18 |
+
</div>
|
| 19 |
+
<div className="hidden sm:flex items-center gap-4">
|
| 20 |
+
{/* <span className="px-3 py-1 bg-green-100 text-green-700 text-xs font-bold rounded-full uppercase">Powered by Gemini</span> */}
|
| 21 |
+
</div>
|
| 22 |
+
</div>
|
| 23 |
+
</header>
|
| 24 |
+
);
|
| 25 |
+
};
|
| 26 |
+
|
| 27 |
+
export default Header;
|
components/SummaryResult.tsx
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import React, { useState } from 'react';
|
| 3 |
+
|
| 4 |
+
interface SummaryResultProps {
|
| 5 |
+
summary: string;
|
| 6 |
+
}
|
| 7 |
+
|
| 8 |
+
const SummaryResult: React.FC<SummaryResultProps> = ({ summary }) => {
|
| 9 |
+
const [copied, setCopied] = useState(false);
|
| 10 |
+
|
| 11 |
+
const handleCopy = () => {
|
| 12 |
+
navigator.clipboard.writeText(summary);
|
| 13 |
+
setCopied(true);
|
| 14 |
+
setTimeout(() => setCopied(false), 2000);
|
| 15 |
+
};
|
| 16 |
+
|
| 17 |
+
if (!summary) return null;
|
| 18 |
+
|
| 19 |
+
return (
|
| 20 |
+
<div className="mt-8 animate-in fade-in slide-in-from-bottom-4 duration-500">
|
| 21 |
+
<div className="flex items-center justify-between mb-4">
|
| 22 |
+
<h2 className="text-lg font-semibold text-gray-800 flex items-center gap-2">
|
| 23 |
+
<svg className="w-5 h-5 text-indigo-500" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 24 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z" />
|
| 25 |
+
</svg>
|
| 26 |
+
Summary
|
| 27 |
+
</h2>
|
| 28 |
+
<button
|
| 29 |
+
onClick={handleCopy}
|
| 30 |
+
className="text-sm flex items-center gap-1.5 font-medium text-indigo-600 hover:text-indigo-700 transition-colors px-3 py-1 rounded-md hover:bg-indigo-50"
|
| 31 |
+
>
|
| 32 |
+
{copied ? (
|
| 33 |
+
<>
|
| 34 |
+
<svg className="w-4 h-4" fill="currentColor" viewBox="0 0 20 20">
|
| 35 |
+
<path fillRule="evenodd" d="M16.707 5.293a1 1 0 010 1.414l-8 8a1 1 0 01-1.414 0l-4-4a1 1 0 011.414-1.414L8 12.586l7.293-7.293a1 1 0 011.414 0z" clipRule="evenodd" />
|
| 36 |
+
</svg>
|
| 37 |
+
Copied
|
| 38 |
+
</>
|
| 39 |
+
) : (
|
| 40 |
+
<>
|
| 41 |
+
<svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
|
| 42 |
+
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 5H6a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2v-1M8 5a2 2 0 002 2h2a2 2 0 002-2M8 5a2 2 0 012-2h2a2 2 0 012 2m0 0h2a2 2 0 012 2v3m2 4H10m0 0l3-3m-3 3l3 3" />
|
| 43 |
+
</svg>
|
| 44 |
+
Copy Text
|
| 45 |
+
</>
|
| 46 |
+
)}
|
| 47 |
+
</button>
|
| 48 |
+
</div>
|
| 49 |
+
<div className="bg-white border border-gray-200 rounded-xl p-6 shadow-sm">
|
| 50 |
+
<div className="prose prose-indigo max-w-none text-gray-700 leading-relaxed">
|
| 51 |
+
{summary}
|
| 52 |
+
</div>
|
| 53 |
+
</div>
|
| 54 |
+
</div>
|
| 55 |
+
);
|
| 56 |
+
};
|
| 57 |
+
|
| 58 |
+
export default SummaryResult;
|
index.css
ADDED
|
@@ -0,0 +1,135 @@
|
|
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|
|
|
| 1 |
+
/* Global Styles for RAG Chat Application */
|
| 2 |
+
|
| 3 |
+
/* Scrollbar Styling */
|
| 4 |
+
.scrollbar-thin {
|
| 5 |
+
scrollbar-width: thin;
|
| 6 |
+
}
|
| 7 |
+
|
| 8 |
+
.scrollbar-thin::-webkit-scrollbar {
|
| 9 |
+
width: 6px;
|
| 10 |
+
}
|
| 11 |
+
|
| 12 |
+
.scrollbar-thin::-webkit-scrollbar-track {
|
| 13 |
+
background: transparent;
|
| 14 |
+
}
|
| 15 |
+
|
| 16 |
+
.scrollbar-thin::-webkit-scrollbar-thumb {
|
| 17 |
+
background-color: rgba(107, 114, 128, 0.5);
|
| 18 |
+
border-radius: 3px;
|
| 19 |
+
}
|
| 20 |
+
|
| 21 |
+
.scrollbar-thin::-webkit-scrollbar-thumb:hover {
|
| 22 |
+
background-color: rgba(107, 114, 128, 0.7);
|
| 23 |
+
}
|
| 24 |
+
|
| 25 |
+
/* Animation Classes */
|
| 26 |
+
@keyframes slideInFromBottom {
|
| 27 |
+
from {
|
| 28 |
+
opacity: 0;
|
| 29 |
+
transform: translateY(10px);
|
| 30 |
+
}
|
| 31 |
+
to {
|
| 32 |
+
opacity: 1;
|
| 33 |
+
transform: translateY(0);
|
| 34 |
+
}
|
| 35 |
+
}
|
| 36 |
+
|
| 37 |
+
.animate-in {
|
| 38 |
+
animation-duration: 300ms;
|
| 39 |
+
animation-timing-function: cubic-bezier(0.16, 1, 0.3, 1);
|
| 40 |
+
animation-fill-mode: both;
|
| 41 |
+
}
|
| 42 |
+
|
| 43 |
+
.slide-in-from-bottom-4 {
|
| 44 |
+
animation-name: slideInFromBottom;
|
| 45 |
+
}
|
| 46 |
+
|
| 47 |
+
.fade-in {
|
| 48 |
+
animation: fadeIn 300ms ease-out;
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
@keyframes fadeIn {
|
| 52 |
+
from {
|
| 53 |
+
opacity: 0;
|
| 54 |
+
}
|
| 55 |
+
to {
|
| 56 |
+
opacity: 1;
|
| 57 |
+
}
|
| 58 |
+
}
|
| 59 |
+
|
| 60 |
+
/* Smooth scrolling */
|
| 61 |
+
html {
|
| 62 |
+
scroll-behavior: smooth;
|
| 63 |
+
}
|
| 64 |
+
|
| 65 |
+
/* Better focus states */
|
| 66 |
+
*:focus {
|
| 67 |
+
outline: none;
|
| 68 |
+
}
|
| 69 |
+
|
| 70 |
+
*:focus-visible {
|
| 71 |
+
outline: 2px solid rgb(99, 102, 241);
|
| 72 |
+
outline-offset: 2px;
|
| 73 |
+
}
|
| 74 |
+
|
| 75 |
+
/* Message content styling */
|
| 76 |
+
.prose {
|
| 77 |
+
max-width: none;
|
| 78 |
+
}
|
| 79 |
+
|
| 80 |
+
.prose p {
|
| 81 |
+
margin-bottom: 0.5em;
|
| 82 |
+
}
|
| 83 |
+
|
| 84 |
+
.prose p:last-child {
|
| 85 |
+
margin-bottom: 0;
|
| 86 |
+
}
|
| 87 |
+
|
| 88 |
+
/* Gradient text animation (optional) */
|
| 89 |
+
@keyframes gradientShift {
|
| 90 |
+
0%, 100% {
|
| 91 |
+
background-position: 0% 50%;
|
| 92 |
+
}
|
| 93 |
+
50% {
|
| 94 |
+
background-position: 100% 50%;
|
| 95 |
+
}
|
| 96 |
+
}
|
| 97 |
+
|
| 98 |
+
.gradient-animate {
|
| 99 |
+
background-size: 200% 200%;
|
| 100 |
+
animation: gradientShift 3s ease infinite;
|
| 101 |
+
}
|
| 102 |
+
|
| 103 |
+
/* Selection color */
|
| 104 |
+
::selection {
|
| 105 |
+
background-color: rgb(199, 210, 254);
|
| 106 |
+
color: rgb(55, 48, 163);
|
| 107 |
+
}
|
| 108 |
+
|
| 109 |
+
/* Loading pulse animation */
|
| 110 |
+
@keyframes pulse {
|
| 111 |
+
0%, 100% {
|
| 112 |
+
opacity: 1;
|
| 113 |
+
}
|
| 114 |
+
50% {
|
| 115 |
+
opacity: 0.5;
|
| 116 |
+
}
|
| 117 |
+
}
|
| 118 |
+
|
| 119 |
+
.animate-pulse {
|
| 120 |
+
animation: pulse 2s cubic-bezier(0.4, 0, 0.6, 1) infinite;
|
| 121 |
+
}
|
| 122 |
+
|
| 123 |
+
/* Bounce animation for typing indicator */
|
| 124 |
+
@keyframes bounce {
|
| 125 |
+
0%, 100% {
|
| 126 |
+
transform: translateY(0);
|
| 127 |
+
}
|
| 128 |
+
50% {
|
| 129 |
+
transform: translateY(-4px);
|
| 130 |
+
}
|
| 131 |
+
}
|
| 132 |
+
|
| 133 |
+
.animate-bounce {
|
| 134 |
+
animation: bounce 0.6s infinite;
|
| 135 |
+
}
|
index.html
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
<!DOCTYPE html>
|
| 3 |
+
<html lang="en">
|
| 4 |
+
<head>
|
| 5 |
+
<meta charset="UTF-8">
|
| 6 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 7 |
+
<title>Briefly AI - Professional Summarizer</title>
|
| 8 |
+
<script src="https://cdn.tailwindcss.com"></script>
|
| 9 |
+
<link rel="preconnect" href="https://fonts.googleapis.com">
|
| 10 |
+
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
|
| 11 |
+
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap" rel="stylesheet">
|
| 12 |
+
<style>
|
| 13 |
+
body {
|
| 14 |
+
font-family: 'Inter', sans-serif;
|
| 15 |
+
background-color: #f9fafb;
|
| 16 |
+
}
|
| 17 |
+
</style>
|
| 18 |
+
<script type="importmap">
|
| 19 |
+
{
|
| 20 |
+
"imports": {
|
| 21 |
+
"react": "https://esm.sh/react@^19.2.4",
|
| 22 |
+
"react-dom/": "https://esm.sh/react-dom@^19.2.4/",
|
| 23 |
+
"react/": "https://esm.sh/react@^19.2.4/",
|
| 24 |
+
"@google/genai": "https://esm.sh/@google/genai@^1.38.0"
|
| 25 |
+
}
|
| 26 |
+
}
|
| 27 |
+
</script>
|
| 28 |
+
<link rel="stylesheet" href="/index.css">
|
| 29 |
+
</head>
|
| 30 |
+
<body>
|
| 31 |
+
<div id="root"></div>
|
| 32 |
+
<script type="module" src="/index.tsx"></script>
|
| 33 |
+
</body>
|
| 34 |
+
</html>
|
index.tsx
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import React from 'react';
|
| 3 |
+
import ReactDOM from 'react-dom/client';
|
| 4 |
+
import App from './App';
|
| 5 |
+
|
| 6 |
+
const rootElement = document.getElementById('root');
|
| 7 |
+
if (!rootElement) {
|
| 8 |
+
throw new Error("Could not find root element to mount to");
|
| 9 |
+
}
|
| 10 |
+
|
| 11 |
+
const root = ReactDOM.createRoot(rootElement);
|
| 12 |
+
root.render(
|
| 13 |
+
<React.StrictMode>
|
| 14 |
+
<App />
|
| 15 |
+
</React.StrictMode>
|
| 16 |
+
);
|
metadata.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
{
|
| 3 |
+
"name": "Briefly AI",
|
| 4 |
+
"description": "A professional-grade text summarization tool that leverages Gemini AI to condense long articles into clear, concise summaries without losing key insights."
|
| 5 |
+
}
|
package-lock.json
ADDED
|
@@ -0,0 +1,2719 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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"optional": true
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|
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|
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"yaml": {
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"optional": true
|
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}
|
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}
|
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},
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| 2575 |
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|
| 2576 |
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"version": "3.3.3",
|
| 2577 |
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"resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
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|
| 2582 |
+
}
|
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|
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|
| 2585 |
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"version": "2.0.2",
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"dependencies": {
|
| 2590 |
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|
| 2591 |
+
},
|
| 2592 |
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"bin": {
|
| 2593 |
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"node-which": "bin/node-which"
|
| 2594 |
+
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|
| 2595 |
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|
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},
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|
| 2600 |
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"license": "MIT",
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|
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"strip-ansi": "^7.0.1"
|
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+
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|
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+
},
|
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"funding": {
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+
"url": "https://github.com/chalk/wrap-ansi?sponsor=1"
|
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+
}
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+
},
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| 2616 |
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"node_modules/wrap-ansi-cjs": {
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| 2617 |
+
"name": "wrap-ansi",
|
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+
"version": "7.0.0",
|
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"resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
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|
| 2624 |
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"string-width": "^4.1.0",
|
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+
"strip-ansi": "^6.0.0"
|
| 2626 |
+
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|
| 2627 |
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"engines": {
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"node": ">=10"
|
| 2629 |
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},
|
| 2630 |
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"funding": {
|
| 2631 |
+
"url": "https://github.com/chalk/wrap-ansi?sponsor=1"
|
| 2632 |
+
}
|
| 2633 |
+
},
|
| 2634 |
+
"node_modules/wrap-ansi-cjs/node_modules/ansi-regex": {
|
| 2635 |
+
"version": "5.0.1",
|
| 2636 |
+
"resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
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|
| 2638 |
+
"license": "MIT",
|
| 2639 |
+
"engines": {
|
| 2640 |
+
"node": ">=8"
|
| 2641 |
+
}
|
| 2642 |
+
},
|
| 2643 |
+
"node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
|
| 2644 |
+
"version": "4.3.0",
|
| 2645 |
+
"resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
|
| 2646 |
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"integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
|
| 2647 |
+
"license": "MIT",
|
| 2648 |
+
"dependencies": {
|
| 2649 |
+
"color-convert": "^2.0.1"
|
| 2650 |
+
},
|
| 2651 |
+
"engines": {
|
| 2652 |
+
"node": ">=8"
|
| 2653 |
+
},
|
| 2654 |
+
"funding": {
|
| 2655 |
+
"url": "https://github.com/chalk/ansi-styles?sponsor=1"
|
| 2656 |
+
}
|
| 2657 |
+
},
|
| 2658 |
+
"node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
|
| 2659 |
+
"version": "8.0.0",
|
| 2660 |
+
"resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
|
| 2661 |
+
"integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
|
| 2662 |
+
"license": "MIT"
|
| 2663 |
+
},
|
| 2664 |
+
"node_modules/wrap-ansi-cjs/node_modules/string-width": {
|
| 2665 |
+
"version": "4.2.3",
|
| 2666 |
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"resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
|
| 2667 |
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"integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
|
| 2668 |
+
"license": "MIT",
|
| 2669 |
+
"dependencies": {
|
| 2670 |
+
"emoji-regex": "^8.0.0",
|
| 2671 |
+
"is-fullwidth-code-point": "^3.0.0",
|
| 2672 |
+
"strip-ansi": "^6.0.1"
|
| 2673 |
+
},
|
| 2674 |
+
"engines": {
|
| 2675 |
+
"node": ">=8"
|
| 2676 |
+
}
|
| 2677 |
+
},
|
| 2678 |
+
"node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
|
| 2679 |
+
"version": "6.0.1",
|
| 2680 |
+
"resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
|
| 2681 |
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"integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
|
| 2682 |
+
"license": "MIT",
|
| 2683 |
+
"dependencies": {
|
| 2684 |
+
"ansi-regex": "^5.0.1"
|
| 2685 |
+
},
|
| 2686 |
+
"engines": {
|
| 2687 |
+
"node": ">=8"
|
| 2688 |
+
}
|
| 2689 |
+
},
|
| 2690 |
+
"node_modules/ws": {
|
| 2691 |
+
"version": "8.19.0",
|
| 2692 |
+
"resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
|
| 2693 |
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"integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
|
| 2694 |
+
"license": "MIT",
|
| 2695 |
+
"engines": {
|
| 2696 |
+
"node": ">=10.0.0"
|
| 2697 |
+
},
|
| 2698 |
+
"peerDependencies": {
|
| 2699 |
+
"bufferutil": "^4.0.1",
|
| 2700 |
+
"utf-8-validate": ">=5.0.2"
|
| 2701 |
+
},
|
| 2702 |
+
"peerDependenciesMeta": {
|
| 2703 |
+
"bufferutil": {
|
| 2704 |
+
"optional": true
|
| 2705 |
+
},
|
| 2706 |
+
"utf-8-validate": {
|
| 2707 |
+
"optional": true
|
| 2708 |
+
}
|
| 2709 |
+
}
|
| 2710 |
+
},
|
| 2711 |
+
"node_modules/yallist": {
|
| 2712 |
+
"version": "3.1.1",
|
| 2713 |
+
"resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
|
| 2714 |
+
"integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
|
| 2715 |
+
"dev": true,
|
| 2716 |
+
"license": "ISC"
|
| 2717 |
+
}
|
| 2718 |
+
}
|
| 2719 |
+
}
|
package.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "briefly-ai",
|
| 3 |
+
"private": true,
|
| 4 |
+
"version": "0.0.0",
|
| 5 |
+
"type": "module",
|
| 6 |
+
"scripts": {
|
| 7 |
+
"dev": "vite",
|
| 8 |
+
"build": "vite build",
|
| 9 |
+
"preview": "vite preview"
|
| 10 |
+
},
|
| 11 |
+
"dependencies": {
|
| 12 |
+
"@google/genai": "^1.38.0",
|
| 13 |
+
"@google/generative-ai": "^0.24.1",
|
| 14 |
+
"react": "^19.2.4",
|
| 15 |
+
"react-dom": "^19.2.4"
|
| 16 |
+
},
|
| 17 |
+
"devDependencies": {
|
| 18 |
+
"@types/node": "^22.14.0",
|
| 19 |
+
"@vitejs/plugin-react": "^5.0.0",
|
| 20 |
+
"typescript": "~5.8.2",
|
| 21 |
+
"vite": "^6.2.0"
|
| 22 |
+
}
|
| 23 |
+
}
|
services/api.ts
ADDED
|
@@ -0,0 +1,135 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
// Chat API Service
|
| 2 |
+
import { Chat, Message, Document } from '../types';
|
| 3 |
+
|
| 4 |
+
const API_BASE = 'http://localhost:4000';
|
| 5 |
+
|
| 6 |
+
// Create a new chat
|
| 7 |
+
export async function createChat(title?: string): Promise<Chat> {
|
| 8 |
+
const res = await fetch(`${API_BASE}/chats`, {
|
| 9 |
+
method: 'POST',
|
| 10 |
+
headers: { 'Content-Type': 'application/json' },
|
| 11 |
+
body: JSON.stringify({ title: title || 'New Chat' }),
|
| 12 |
+
});
|
| 13 |
+
|
| 14 |
+
if (!res.ok) {
|
| 15 |
+
const data = await res.json();
|
| 16 |
+
throw new Error(data.detail || 'Failed to create chat');
|
| 17 |
+
}
|
| 18 |
+
|
| 19 |
+
return res.json();
|
| 20 |
+
}
|
| 21 |
+
|
| 22 |
+
// Get all chats
|
| 23 |
+
export async function getChats(): Promise<Chat[]> {
|
| 24 |
+
const res = await fetch(`${API_BASE}/chats`);
|
| 25 |
+
|
| 26 |
+
if (!res.ok) {
|
| 27 |
+
throw new Error('Failed to fetch chats');
|
| 28 |
+
}
|
| 29 |
+
|
| 30 |
+
const data = await res.json();
|
| 31 |
+
return data.chats;
|
| 32 |
+
}
|
| 33 |
+
|
| 34 |
+
// Get messages for a chat
|
| 35 |
+
export async function getMessages(chatId: string): Promise<Message[]> {
|
| 36 |
+
const res = await fetch(`${API_BASE}/chats/${chatId}/messages`);
|
| 37 |
+
|
| 38 |
+
if (!res.ok) {
|
| 39 |
+
throw new Error('Failed to fetch messages');
|
| 40 |
+
}
|
| 41 |
+
|
| 42 |
+
const data = await res.json();
|
| 43 |
+
return data.messages;
|
| 44 |
+
}
|
| 45 |
+
|
| 46 |
+
// Send a message and get AI response
|
| 47 |
+
export async function sendMessage(chatId: string, content: string): Promise<{
|
| 48 |
+
user_message: Message;
|
| 49 |
+
assistant_message: Message;
|
| 50 |
+
}> {
|
| 51 |
+
const res = await fetch(`${API_BASE}/chats/${chatId}/messages`, {
|
| 52 |
+
method: 'POST',
|
| 53 |
+
headers: { 'Content-Type': 'application/json' },
|
| 54 |
+
body: JSON.stringify({ content }),
|
| 55 |
+
});
|
| 56 |
+
|
| 57 |
+
if (!res.ok) {
|
| 58 |
+
const data = await res.json();
|
| 59 |
+
throw new Error(data.detail || 'Failed to send message');
|
| 60 |
+
}
|
| 61 |
+
|
| 62 |
+
return res.json();
|
| 63 |
+
}
|
| 64 |
+
|
| 65 |
+
// Delete a chat
|
| 66 |
+
export async function deleteChat(chatId: string): Promise<void> {
|
| 67 |
+
const res = await fetch(`${API_BASE}/chats/${chatId}`, {
|
| 68 |
+
method: 'DELETE',
|
| 69 |
+
});
|
| 70 |
+
|
| 71 |
+
if (!res.ok) {
|
| 72 |
+
throw new Error('Failed to delete chat');
|
| 73 |
+
}
|
| 74 |
+
}
|
| 75 |
+
|
| 76 |
+
// ==============================
|
| 77 |
+
// DOCUMENT API FUNCTIONS
|
| 78 |
+
// ==============================
|
| 79 |
+
|
| 80 |
+
// Get all documents
|
| 81 |
+
export async function getDocuments(): Promise<Document[]> {
|
| 82 |
+
const res = await fetch(`${API_BASE}/documents`);
|
| 83 |
+
|
| 84 |
+
if (!res.ok) {
|
| 85 |
+
throw new Error('Failed to fetch documents');
|
| 86 |
+
}
|
| 87 |
+
|
| 88 |
+
const data = await res.json();
|
| 89 |
+
return data.documents;
|
| 90 |
+
}
|
| 91 |
+
|
| 92 |
+
// Upload a document
|
| 93 |
+
export async function uploadDocument(file: File): Promise<Document> {
|
| 94 |
+
const formData = new FormData();
|
| 95 |
+
formData.append('file', file);
|
| 96 |
+
|
| 97 |
+
const res = await fetch(`${API_BASE}/documents`, {
|
| 98 |
+
method: 'POST',
|
| 99 |
+
body: formData,
|
| 100 |
+
});
|
| 101 |
+
|
| 102 |
+
if (!res.ok) {
|
| 103 |
+
const data = await res.json().catch(() => ({}));
|
| 104 |
+
throw new Error(data.detail || 'Failed to upload document');
|
| 105 |
+
}
|
| 106 |
+
|
| 107 |
+
return res.json();
|
| 108 |
+
}
|
| 109 |
+
|
| 110 |
+
// Delete a document
|
| 111 |
+
export async function deleteDocument(docId: string): Promise<void> {
|
| 112 |
+
const res = await fetch(`${API_BASE}/documents/${docId}`, {
|
| 113 |
+
method: 'DELETE',
|
| 114 |
+
});
|
| 115 |
+
|
| 116 |
+
if (!res.ok) {
|
| 117 |
+
throw new Error('Failed to delete document');
|
| 118 |
+
}
|
| 119 |
+
}
|
| 120 |
+
|
| 121 |
+
// Legacy summarize function (backwards compatibility)
|
| 122 |
+
export async function summarizeText(text: string): Promise<string> {
|
| 123 |
+
const res = await fetch(`${API_BASE}/ask`, {
|
| 124 |
+
method: 'POST',
|
| 125 |
+
headers: { 'Content-Type': 'application/json' },
|
| 126 |
+
body: JSON.stringify({ question: text }),
|
| 127 |
+
});
|
| 128 |
+
|
| 129 |
+
const data = await res.json();
|
| 130 |
+
console.log("datalar", data);
|
| 131 |
+
|
| 132 |
+
if (!res.ok) throw new Error(data.error || 'Unexpected error');
|
| 133 |
+
|
| 134 |
+
return data.answer;
|
| 135 |
+
}
|
services/gemini.ts
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
// // src/services/gemini.ts
|
| 2 |
+
// export async function summarizeText(text: string): Promise<string> {
|
| 3 |
+
|
| 4 |
+
// const res = await fetch("http://localhost:8000/generate", {
|
| 5 |
+
// method: "POST",
|
| 6 |
+
// headers: {
|
| 7 |
+
// "Content-Type": "application/json",
|
| 8 |
+
// },
|
| 9 |
+
// body: JSON.stringify({ prompt: text }),
|
| 10 |
+
// });
|
| 11 |
+
|
| 12 |
+
// const data = await res.json();
|
| 13 |
+
// console.log("Gemini API response data:", data);
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
// if (!res.ok) throw new Error(data.error || "Unexpected error");
|
| 17 |
+
|
| 18 |
+
// return data.response;
|
| 19 |
+
// }
|
| 20 |
+
|
| 21 |
+
// // const answer = await summarizeText("mustaqillik kuni qachon");
|
| 22 |
+
// // console.log("Answer from Gemini:", answer);
|
tsconfig.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"compilerOptions": {
|
| 3 |
+
"target": "ES2022",
|
| 4 |
+
"experimentalDecorators": true,
|
| 5 |
+
"useDefineForClassFields": false,
|
| 6 |
+
"module": "ESNext",
|
| 7 |
+
"lib": [
|
| 8 |
+
"ES2022",
|
| 9 |
+
"DOM",
|
| 10 |
+
"DOM.Iterable"
|
| 11 |
+
],
|
| 12 |
+
"skipLibCheck": true,
|
| 13 |
+
"types": [
|
| 14 |
+
"node"
|
| 15 |
+
],
|
| 16 |
+
"moduleResolution": "bundler",
|
| 17 |
+
"isolatedModules": true,
|
| 18 |
+
"moduleDetection": "force",
|
| 19 |
+
"allowJs": true,
|
| 20 |
+
"jsx": "react-jsx",
|
| 21 |
+
"paths": {
|
| 22 |
+
"@/*": [
|
| 23 |
+
"./*"
|
| 24 |
+
]
|
| 25 |
+
},
|
| 26 |
+
"allowImportingTsExtensions": true,
|
| 27 |
+
"noEmit": true
|
| 28 |
+
}
|
| 29 |
+
}
|
types.ts
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
export interface SummaryState {
|
| 3 |
+
originalText: string;
|
| 4 |
+
summary: string;
|
| 5 |
+
isLoading: boolean;
|
| 6 |
+
error: string | null;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
export interface SummaryResponse {
|
| 10 |
+
summary: string;
|
| 11 |
+
error?: string;
|
| 12 |
+
}
|
| 13 |
+
|
| 14 |
+
// Chat Types
|
| 15 |
+
export interface Chat {
|
| 16 |
+
id: string;
|
| 17 |
+
title: string;
|
| 18 |
+
created_at: string;
|
| 19 |
+
}
|
| 20 |
+
|
| 21 |
+
export interface Message {
|
| 22 |
+
id: string;
|
| 23 |
+
chat_id: string;
|
| 24 |
+
role: 'user' | 'assistant';
|
| 25 |
+
content: string;
|
| 26 |
+
timestamp: string;
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
// Document Types
|
| 30 |
+
export interface Document {
|
| 31 |
+
id: string;
|
| 32 |
+
filename: string;
|
| 33 |
+
upload_date: string;
|
| 34 |
+
status: string;
|
| 35 |
+
}
|
| 36 |
+
|
| 37 |
+
export interface ChatState {
|
| 38 |
+
chats: Chat[];
|
| 39 |
+
activeChat: Chat | null;
|
| 40 |
+
messages: Message[];
|
| 41 |
+
isLoading: boolean;
|
| 42 |
+
isSending: boolean;
|
| 43 |
+
error: string | null;
|
| 44 |
+
}
|
vite.config.ts
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import path from 'path';
|
| 2 |
+
import { defineConfig, loadEnv } from 'vite';
|
| 3 |
+
import react from '@vitejs/plugin-react';
|
| 4 |
+
|
| 5 |
+
export default defineConfig(({ mode }) => {
|
| 6 |
+
const env = loadEnv(mode, '.', '');
|
| 7 |
+
return {
|
| 8 |
+
server: {
|
| 9 |
+
port: 3000,
|
| 10 |
+
host: '0.0.0.0',
|
| 11 |
+
},
|
| 12 |
+
plugins: [react()],
|
| 13 |
+
define: {
|
| 14 |
+
'process.env.API_KEY': JSON.stringify(env.GEMINI_API_KEY),
|
| 15 |
+
'process.env.GEMINI_API_KEY': JSON.stringify(env.GEMINI_API_KEY)
|
| 16 |
+
},
|
| 17 |
+
resolve: {
|
| 18 |
+
alias: {
|
| 19 |
+
'@': path.resolve(__dirname, '.'),
|
| 20 |
+
}
|
| 21 |
+
}
|
| 22 |
+
};
|
| 23 |
+
});
|