diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..60f2e42537e21320c941ce15828fef2c9bc8d5db 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +public/thumbnail.png filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text diff --git a/.gitignore b/.gitignore index 4d29575de80483b005c29bfcac5061cd2f45313e..a547bf36d8d11a4f89c59c144f24795749086dd1 100644 --- a/.gitignore +++ b/.gitignore @@ -1,23 +1,24 @@ -# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. - -# dependencies -/node_modules -/.pnp -.pnp.js - -# testing -/coverage - -# production -/build - -# misc -.DS_Store -.env.local -.env.development.local -.env.test.local -.env.production.local - +# Logs +logs +*.log npm-debug.log* yarn-debug.log* yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/README.md b/README.md index 60f25577d3adb2502b2c7576b2d9c82b74b3f47d..279ab5e45a7687a8534d17aedc2246b3db7608f8 100644 --- a/README.md +++ b/README.md @@ -1,81 +1,15 @@ --- title: LFM2 MCP -emoji: 🐠 -colorFrom: indigo -colorTo: red +emoji: 🌐 +colorFrom: blue +colorTo: yellow sdk: static -pinned: false +pinned: true +license: apache-2.0 +short_description: In-browser tool calling with MCP, powered by Transformers.js app_build_command: npm run build -app_file: build/index.html +app_file: dist/index.html +thumbnail: https://huggingface.co/spaces/LiquidAI/LFM2-MCP/resolve/main/public/thumbnail.png --- -# Getting Started with Create React App - -This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app). - -## Available Scripts - -In the project directory, you can run: - -### `npm start` - -Runs the app in the development mode.\ -Open [http://localhost:3000](http://localhost:3000) to view it in your browser. - -The page will reload when you make changes.\ -You may also see any lint errors in the console. - -### `npm test` - -Launches the test runner in the interactive watch mode.\ -See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information. - -### `npm run build` - -Builds the app for production to the `build` folder.\ -It correctly bundles React in production mode and optimizes the build for the best performance. - -The build is minified and the filenames include the hashes.\ -Your app is ready to be deployed! - -See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information. - -### `npm run eject` - -**Note: this is a one-way operation. Once you `eject`, you can't go back!** - -If you aren't satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project. - -Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own. - -You don't have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it. - -## Learn More - -You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started). - -To learn React, check out the [React documentation](https://reactjs.org/). - -### Code Splitting - -This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting) - -### Analyzing the Bundle Size - -This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size) - -### Making a Progressive Web App - -This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app) - -### Advanced Configuration - -This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration) - -### Deployment - -This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment) - -### `npm run build` fails to minify - -This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify) +Check out the configuration reference at diff --git a/eslint.config.js b/eslint.config.js new file mode 100644 index 0000000000000000000000000000000000000000..f4616740a7d28f84d875b7faba57a092d686d4e4 --- /dev/null +++ b/eslint.config.js @@ -0,0 +1,23 @@ +import js from "@eslint/js"; +import globals from "globals"; +import reactHooks from "eslint-plugin-react-hooks"; +import reactRefresh from "eslint-plugin-react-refresh"; +import tseslint from "typescript-eslint"; +import { globalIgnores } from "eslint/config"; + +export default tseslint.config([ + globalIgnores(["dist"]), + { + files: ["**/*.{ts,tsx}"], + extends: [ + js.configs.recommended, + tseslint.configs.recommended, + reactHooks.configs["recommended-latest"], + reactRefresh.configs.vite, + ], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + }, + }, +]); diff --git a/index.html b/index.html new file mode 100644 index 0000000000000000000000000000000000000000..acd2e850415024173bcde42f9be038bfba2741fd --- /dev/null +++ b/index.html @@ -0,0 +1,13 @@ + + + + + + + LFM2 MCP - In-Browser Tool Calling + + +
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"resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz", + "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==", + "license": "ISC", + "peerDependencies": { + "zod": "^3.24.1" + } + } + } +} diff --git a/package.json b/package.json index 9623fe016ea523afac617d6d68ddc568905ee0fb..d313b83debb2943e1583e70d22b6563d28957745 100644 --- a/package.json +++ b/package.json @@ -1,39 +1,37 @@ { - "name": "react-template", - "version": "0.1.0", + "name": "lfm-tool-calling", "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "lint": "eslint .", + "preview": "vite preview" + }, "dependencies": { - "@testing-library/dom": "^10.4.0", - "@testing-library/jest-dom": "^6.6.3", - "@testing-library/react": "^16.3.0", - "@testing-library/user-event": "^13.5.0", + "@huggingface/transformers": "^3.7.1", + "@modelcontextprotocol/sdk": "^1.17.3", + "@monaco-editor/react": "^4.7.0", + "@tailwindcss/vite": "^4.1.11", + "idb": "^8.0.3", + "lucide-react": "^0.535.0", "react": "^19.1.0", "react-dom": "^19.1.0", - "react-scripts": "5.0.1", - "web-vitals": "^2.1.4" - }, - "scripts": { - "start": "react-scripts start", - "build": "react-scripts build", - "test": "react-scripts test", - "eject": "react-scripts eject" - }, - "eslintConfig": { - "extends": [ - "react-app", - "react-app/jest" - ] + "react-router-dom": "^7.8.0", + "tailwindcss": "^4.1.11" }, - "browserslist": { - "production": [ - ">0.2%", - "not dead", - "not op_mini all" - ], - "development": [ - "last 1 chrome version", - "last 1 firefox version", - "last 1 safari version" - ] + "devDependencies": { + "@eslint/js": "^9.30.1", + "@types/react": "^19.1.8", + "@types/react-dom": "^19.1.6", + "@vitejs/plugin-react": "^4.6.0", + "eslint": "^9.30.1", + "eslint-plugin-react-hooks": "^5.2.0", + "eslint-plugin-react-refresh": "^0.4.20", + "globals": "^16.3.0", + "typescript": "~5.8.3", + "typescript-eslint": "^8.35.1", + "vite": "^7.0.4" } } diff --git a/public/favicon.ico b/public/favicon.ico deleted file mode 100644 index a11777cc471a4344702741ab1c8a588998b1311a..0000000000000000000000000000000000000000 Binary files a/public/favicon.ico and /dev/null differ diff --git a/public/index.html b/public/index.html deleted file mode 100644 index aa069f27cbd9d53394428171c3989fd03db73c76..0000000000000000000000000000000000000000 --- a/public/index.html +++ /dev/null @@ -1,43 +0,0 @@ - - - - - - - - - - - - - React App - - - -
- - - diff --git a/public/logo192.png b/public/logo192.png deleted file mode 100644 index fc44b0a3796c0e0a64c3d858ca038bd4570465d9..0000000000000000000000000000000000000000 Binary files a/public/logo192.png and /dev/null differ diff --git a/public/logo512.png b/public/logo512.png deleted file mode 100644 index a4e47a6545bc15971f8f63fba70e4013df88a664..0000000000000000000000000000000000000000 Binary files a/public/logo512.png and /dev/null differ diff --git a/public/manifest.json b/public/manifest.json deleted file mode 100644 index 080d6c77ac21bb2ef88a6992b2b73ad93daaca92..0000000000000000000000000000000000000000 --- a/public/manifest.json +++ /dev/null @@ -1,25 +0,0 @@ -{ - "short_name": "React App", - "name": "Create React App Sample", - "icons": [ - { - "src": "favicon.ico", - "sizes": "64x64 32x32 24x24 16x16", - "type": "image/x-icon" - }, - { - "src": "logo192.png", - "type": "image/png", - "sizes": "192x192" - }, - { - "src": "logo512.png", - "type": "image/png", - "sizes": "512x512" - } - ], - "start_url": ".", - "display": "standalone", - "theme_color": "#000000", - "background_color": "#ffffff" -} diff --git a/public/robots.txt b/public/robots.txt deleted file mode 100644 index e9e57dc4d41b9b46e05112e9f45b7ea6ac0ba15e..0000000000000000000000000000000000000000 --- a/public/robots.txt +++ /dev/null @@ -1,3 +0,0 @@ -# https://www.robotstxt.org/robotstxt.html -User-agent: * -Disallow: diff --git a/src/App.css b/src/App.css deleted file mode 100644 index 74b5e053450a48a6bdb4d71aad648e7af821975c..0000000000000000000000000000000000000000 --- a/src/App.css +++ /dev/null @@ -1,38 +0,0 @@ -.App { - text-align: center; -} - -.App-logo { - height: 40vmin; - pointer-events: none; -} - -@media (prefers-reduced-motion: no-preference) { - .App-logo { - animation: App-logo-spin infinite 20s linear; - } -} - -.App-header { - background-color: #282c34; - min-height: 100vh; - display: flex; - flex-direction: column; - align-items: center; - justify-content: center; - font-size: calc(10px + 2vmin); - color: white; -} - -.App-link { - color: #61dafb; -} - -@keyframes App-logo-spin { - from { - transform: rotate(0deg); - } - to { - transform: rotate(360deg); - } -} diff --git a/src/App.js b/src/App.js deleted file mode 100644 index 37845757234ccb68531c10cf7a2ffc589c47e342..0000000000000000000000000000000000000000 --- a/src/App.js +++ /dev/null @@ -1,25 +0,0 @@ -import logo from './logo.svg'; -import './App.css'; - -function App() { - return ( -
-
- logo -

- Edit src/App.js and save to reload. -

- - Learn React - -
-
- ); -} - -export default App; diff --git a/src/App.test.js b/src/App.test.js deleted file mode 100644 index 1f03afeece5ac28064fa3c73a29215037465f789..0000000000000000000000000000000000000000 --- a/src/App.test.js +++ /dev/null @@ -1,8 +0,0 @@ -import { render, screen } from '@testing-library/react'; -import App from './App'; - -test('renders learn react link', () => { - render(); - const linkElement = screen.getByText(/learn react/i); - expect(linkElement).toBeInTheDocument(); -}); diff --git a/src/App.tsx b/src/App.tsx new file mode 100644 index 0000000000000000000000000000000000000000..0bf7748f1d4d33e344d0b8115919c85faff0f449 --- /dev/null +++ b/src/App.tsx @@ -0,0 +1,928 @@ +import React, { + useState, + useEffect, + useCallback, + useRef, + useMemo, +} from "react"; +import { openDB, type IDBPDatabase } from "idb"; +import { + Play, + Plus, + Zap, + RotateCcw, + Settings, + X, + PanelRightClose, + PanelRightOpen, +} from "lucide-react"; +import { useLLM } from "./hooks/useLLM"; +import { useMCP } from "./hooks/useMCP"; + +import type { Tool } from "./components/ToolItem"; + +import { + parsePythonicCalls, + extractPythonicCalls, + extractFunctionAndRenderer, + generateSchemaFromCode, + extractToolCallContent, + mapArgsToNamedParams, + getErrorMessage, + isMobileOrTablet, +} from "./utils"; + +import { DEFAULT_SYSTEM_PROMPT } from "./constants/systemPrompt"; +import { DB_NAME, STORE_NAME, SETTINGS_STORE_NAME } from "./constants/db"; + +import { DEFAULT_TOOLS, TEMPLATE } from "./tools"; +import ToolResultRenderer from "./components/ToolResultRenderer"; +import ToolCallIndicator from "./components/ToolCallIndicator"; +import ToolItem from "./components/ToolItem"; +import ResultBlock from "./components/ResultBlock"; +import ExamplePrompts from "./components/ExamplePrompts"; +import { MCPServerManager } from "./components/MCPServerManager"; + +import { LoadingScreen } from "./components/LoadingScreen"; + +interface RenderInfo { + call: string; + result?: unknown; + renderer?: string; + input?: Record; + error?: string; +} + +interface BaseMessage { + role: "system" | "user" | "assistant"; + content: string; +} +interface ToolMessage { + role: "tool"; + content: string; + renderInfo: RenderInfo[]; // Rich data for the UI +} +type Message = BaseMessage | ToolMessage; + +async function getDB(): Promise { + return openDB(DB_NAME, 1, { + upgrade(db) { + if (!db.objectStoreNames.contains(STORE_NAME)) { + db.createObjectStore(STORE_NAME, { + keyPath: "id", + autoIncrement: true, + }); + } + if (!db.objectStoreNames.contains(SETTINGS_STORE_NAME)) { + db.createObjectStore(SETTINGS_STORE_NAME, { keyPath: "key" }); + } + }, + }); +} + +const App: React.FC = () => { + const [systemPrompt, setSystemPrompt] = useState( + DEFAULT_SYSTEM_PROMPT + ); + const [isSystemPromptModalOpen, setIsSystemPromptModalOpen] = + useState(false); + const [tempSystemPrompt, setTempSystemPrompt] = useState(""); + const [messages, setMessages] = useState([]); + const [tools, setTools] = useState([]); + const [input, setInput] = useState(""); + const [isGenerating, setIsGenerating] = useState(false); + const isMobile = useMemo(isMobileOrTablet, []); + const [selectedModelId, setSelectedModelId] = useState( + isMobile ? "350M" : "1.2B" + ); + const [isModelDropdownOpen, setIsModelDropdownOpen] = + useState(false); + const [isMCPManagerOpen, setIsMCPManagerOpen] = useState(false); + const [isToolsPanelVisible, setIsToolsPanelVisible] = useState(true); + const chatContainerRef = useRef(null); + const debounceTimers = useRef>({}); + const toolsContainerRef = useRef(null); + const inputRef = useRef(null); + const { + isLoading, + isReady, + error, + progress, + loadModel, + generateResponse, + clearPastKeyValues, + } = useLLM(selectedModelId); + + // MCP integration + const { + getMCPToolsAsOriginalTools, + callMCPTool, + connectAll: connectAllMCPServers, + } = useMCP(); + + const loadTools = useCallback(async (): Promise => { + const db = await getDB(); + const allTools: Tool[] = await db.getAll(STORE_NAME); + if (allTools.length === 0) { + const defaultTools: Tool[] = Object.entries(DEFAULT_TOOLS).map( + ([name, code], id) => ({ + id, + name, + code, + enabled: true, + isCollapsed: false, + }) + ); + const tx = db.transaction(STORE_NAME, "readwrite"); + await Promise.all(defaultTools.map((tool) => tx.store.put(tool))); + await tx.done; + setTools(defaultTools); + } else { + setTools(allTools.map((t) => ({ ...t, isCollapsed: false }))); + } + + // Load MCP tools and merge them + const mcpTools = getMCPToolsAsOriginalTools(); + setTools((prevTools) => [...prevTools, ...mcpTools]); + }, [getMCPToolsAsOriginalTools]); + + useEffect(() => { + loadTools(); + // Connect to MCP servers on startup + connectAllMCPServers().catch((error) => { + console.error("Failed to connect to MCP servers:", error); + }); + }, [loadTools, connectAllMCPServers]); + + useEffect(() => { + if (chatContainerRef.current) { + chatContainerRef.current.scrollTop = + chatContainerRef.current.scrollHeight; + } + }, [messages]); + + const updateToolInDB = async (tool: Tool): Promise => { + const db = await getDB(); + await db.put(STORE_NAME, tool); + }; + + const saveToolDebounced = (tool: Tool): void => { + if (tool.id !== undefined && debounceTimers.current[tool.id]) { + clearTimeout(debounceTimers.current[tool.id]); + } + if (tool.id !== undefined) { + debounceTimers.current[tool.id] = setTimeout(() => { + updateToolInDB(tool); + }, 300); + } + }; + + const clearChat = useCallback(() => { + setMessages([]); + clearPastKeyValues(); + }, [clearPastKeyValues]); + + const addTool = async (): Promise => { + const newTool: Omit = { + name: "new_tool", + code: TEMPLATE, + enabled: true, + isCollapsed: false, + }; + const db = await getDB(); + const id = await db.add(STORE_NAME, newTool); + setTools((prev) => { + const updated = [...prev, { ...newTool, id: id as number }]; + setTimeout(() => { + if (toolsContainerRef.current) { + toolsContainerRef.current.scrollTop = + toolsContainerRef.current.scrollHeight; + } + }, 0); + return updated; + }); + clearChat(); + }; + + const deleteTool = async (id: number): Promise => { + if (debounceTimers.current[id]) { + clearTimeout(debounceTimers.current[id]); + } + const db = await getDB(); + await db.delete(STORE_NAME, id); + setTools(tools.filter((tool) => tool.id !== id)); + clearChat(); + }; + + const toggleToolEnabled = (id: number): void => { + let changedTool: Tool | undefined; + const newTools = tools.map((tool) => { + if (tool.id === id) { + changedTool = { ...tool, enabled: !tool.enabled }; + return changedTool; + } + return tool; + }); + setTools(newTools); + if (changedTool) saveToolDebounced(changedTool); + }; + + const toggleToolCollapsed = (id: number): void => { + setTools( + tools.map((tool) => + tool.id === id ? { ...tool, isCollapsed: !tool.isCollapsed } : tool + ) + ); + }; + + const expandTool = (id: number): void => { + setTools( + tools.map((tool) => + tool.id === id ? { ...tool, isCollapsed: false } : tool + ) + ); + }; + + const handleToolCodeChange = (id: number, newCode: string): void => { + let changedTool: Tool | undefined; + const newTools = tools.map((tool) => { + if (tool.id === id) { + const { functionCode } = extractFunctionAndRenderer(newCode); + const schema = generateSchemaFromCode(functionCode); + changedTool = { ...tool, code: newCode, name: schema.name }; + return changedTool; + } + return tool; + }); + setTools(newTools); + if (changedTool) saveToolDebounced(changedTool); + }; + + const executeToolCall = async (callString: string): Promise => { + const parsedCall = parsePythonicCalls(callString); + if (!parsedCall) throw new Error(`Invalid tool call format: ${callString}`); + + const { name, positionalArgs, keywordArgs } = parsedCall; + const toolToUse = tools.find((t) => t.name === name && t.enabled); + if (!toolToUse) throw new Error(`Tool '${name}' not found or is disabled.`); + + // Check if this is an MCP tool + const isMCPTool = toolToUse.code?.includes("mcpServerId:"); + if (isMCPTool) { + // Extract MCP server ID and tool name from the code + const mcpServerMatch = toolToUse.code?.match(/mcpServerId: "([^"]+)"/); + const mcpToolMatch = toolToUse.code?.match(/toolName: "([^"]+)"/); + + if (mcpServerMatch && mcpToolMatch) { + const serverId = mcpServerMatch[1]; + const toolName = mcpToolMatch[1]; + + // Convert positional and keyword args to a single args object + const { functionCode } = extractFunctionAndRenderer(toolToUse.code); + const schema = generateSchemaFromCode(functionCode); + const paramNames = Object.keys(schema.parameters.properties); + + const args: Record = {}; + + // Map positional args + for ( + let i = 0; + i < Math.min(positionalArgs.length, paramNames.length); + i++ + ) { + args[paramNames[i]] = positionalArgs[i]; + } + + // Map keyword args + Object.entries(keywordArgs).forEach(([key, value]) => { + args[key] = value; + }); + + // Call MCP tool + const result = await callMCPTool(serverId, toolName, args); + return JSON.stringify(result); + } + } + + // Handle local tools as before + const { functionCode } = extractFunctionAndRenderer(toolToUse.code); + const schema = generateSchemaFromCode(functionCode); + const paramNames = Object.keys(schema.parameters.properties); + + const finalArgs: unknown[] = []; + const requiredParams = schema.parameters.required || []; + + for (let i = 0; i < paramNames.length; ++i) { + const paramName = paramNames[i]; + if (i < positionalArgs.length) { + finalArgs.push(positionalArgs[i]); + } else if (Object.prototype.hasOwnProperty.call(keywordArgs, paramName)) { + finalArgs.push(keywordArgs[paramName]); + } else if ( + Object.prototype.hasOwnProperty.call( + schema.parameters.properties[paramName], + "default" + ) + ) { + finalArgs.push(schema.parameters.properties[paramName].default); + } else if (!requiredParams.includes(paramName)) { + finalArgs.push(undefined); + } else { + throw new Error(`Missing required argument: ${paramName}`); + } + } + + const bodyMatch = functionCode.match(/function[^{]+\{([\s\S]*)\}/); + if (!bodyMatch) { + throw new Error( + "Could not parse function body. Ensure it's a standard `function` declaration." + ); + } + const body = bodyMatch[1]; + const AsyncFunction = Object.getPrototypeOf( + async function () {} + ).constructor; + const func = new AsyncFunction(...paramNames, body); + const result = await func(...finalArgs); + return JSON.stringify(result); + }; + + const executeToolCalls = async ( + toolCallContent: string + ): Promise => { + const toolCalls = extractPythonicCalls(toolCallContent); + if (toolCalls.length === 0) + return [{ call: "", error: "No valid tool calls found." }]; + + const results: RenderInfo[] = []; + for (const call of toolCalls) { + try { + const result = await executeToolCall(call); + const parsedCall = parsePythonicCalls(call); + const toolUsed = parsedCall + ? tools.find((t) => t.name === parsedCall.name && t.enabled) + : null; + const { rendererCode } = toolUsed + ? extractFunctionAndRenderer(toolUsed.code) + : { rendererCode: undefined }; + + let parsedResult; + try { + parsedResult = JSON.parse(result); + } catch { + parsedResult = result; + } + + let namedParams: Record = Object.create(null); + if (parsedCall && toolUsed) { + const schema = generateSchemaFromCode( + extractFunctionAndRenderer(toolUsed.code).functionCode + ); + const paramNames = Object.keys(schema.parameters.properties); + namedParams = mapArgsToNamedParams( + paramNames, + parsedCall.positionalArgs, + parsedCall.keywordArgs + ); + } + + results.push({ + call, + result: parsedResult, + renderer: rendererCode, + input: namedParams, + }); + } catch (error) { + const errorMessage = getErrorMessage(error); + results.push({ call, error: errorMessage }); + } + } + return results; + }; + + const handleSendMessage = async (): Promise => { + if (!input.trim() || !isReady) return; + + const userMessage: Message = { role: "user", content: input }; + const currentMessages: Message[] = [...messages, userMessage]; + setMessages(currentMessages); + setInput(""); + setIsGenerating(true); + + try { + const toolSchemas = tools + .filter((tool) => tool.enabled) + .map((tool) => generateSchemaFromCode(tool.code)); + + while (true) { + const messagesForGeneration = [ + { role: "system" as const, content: systemPrompt }, + ...currentMessages, + ]; + + setMessages([...currentMessages, { role: "assistant", content: "" }]); + + let accumulatedContent = ""; + const response = await generateResponse( + messagesForGeneration, + toolSchemas, + (token: string) => { + accumulatedContent += token; + setMessages((current) => { + const updated = [...current]; + updated[updated.length - 1] = { + role: "assistant", + content: accumulatedContent, + }; + return updated; + }); + } + ); + + currentMessages.push({ role: "assistant", content: response }); + const toolCallContent = extractToolCallContent(response); + + if (toolCallContent) { + const toolResults = await executeToolCalls(toolCallContent); + + const toolMessage: ToolMessage = { + role: "tool", + content: JSON.stringify(toolResults.map((r) => r.result ?? null)), + renderInfo: toolResults, + }; + currentMessages.push(toolMessage); + setMessages([...currentMessages]); + continue; + } else { + setMessages(currentMessages); + break; + } + } + } catch (error) { + const errorMessage = getErrorMessage(error); + setMessages([ + ...currentMessages, + { + role: "assistant", + content: `Error generating response: ${errorMessage}`, + }, + ]); + } finally { + setIsGenerating(false); + setTimeout(() => inputRef.current?.focus(), 0); + } + }; + + const loadSystemPrompt = useCallback(async (): Promise => { + try { + const db = await getDB(); + const stored = await db.get(SETTINGS_STORE_NAME, "systemPrompt"); + if (stored && stored.value) setSystemPrompt(stored.value); + } catch (error) { + console.error("Failed to load system prompt:", error); + } + }, []); + + const saveSystemPrompt = useCallback( + async (prompt: string): Promise => { + try { + const db = await getDB(); + await db.put(SETTINGS_STORE_NAME, { + key: "systemPrompt", + value: prompt, + }); + } catch (error) { + console.error("Failed to save system prompt:", error); + } + }, + [] + ); + + const loadSelectedModel = useCallback(async (): Promise => { + try { + await loadModel(); + } catch (error) { + console.error("Failed to load model:", error); + } + }, [loadModel]); + + const loadSelectedModelId = useCallback(async (): Promise => { + try { + const db = await getDB(); + const stored = await db.get(SETTINGS_STORE_NAME, "selectedModelId"); + if (stored && stored.value) { + setSelectedModelId(stored.value); + } + } catch (error) { + console.error("Failed to load selected model ID:", error); + } + }, []); + + useEffect(() => { + loadSystemPrompt(); + }, [loadSystemPrompt]); + + const handleOpenSystemPromptModal = (): void => { + setTempSystemPrompt(systemPrompt); + setIsSystemPromptModalOpen(true); + }; + + const handleSaveSystemPrompt = (): void => { + setSystemPrompt(tempSystemPrompt); + saveSystemPrompt(tempSystemPrompt); + setIsSystemPromptModalOpen(false); + }; + + const handleCancelSystemPrompt = (): void => { + setTempSystemPrompt(""); + setIsSystemPromptModalOpen(false); + }; + + const handleResetSystemPrompt = (): void => { + setTempSystemPrompt(DEFAULT_SYSTEM_PROMPT); + }; + + const saveSelectedModel = useCallback( + async (modelId: string): Promise => { + try { + const db = await getDB(); + await db.put(SETTINGS_STORE_NAME, { + key: "selectedModelId", + value: modelId, + }); + } catch (error) { + console.error("Failed to save selected model ID:", error); + } + }, + [] + ); + + useEffect(() => { + loadSystemPrompt(); + loadSelectedModelId(); + }, [loadSystemPrompt, loadSelectedModelId]); + + const handleModelSelect = async (modelId: string) => { + setSelectedModelId(modelId); + setIsModelDropdownOpen(false); + await saveSelectedModel(modelId); + }; + + const handleExampleClick = async (messageText: string): Promise => { + if (!isReady || isGenerating) return; + setInput(messageText); + + const userMessage: Message = { role: "user", content: messageText }; + const currentMessages: Message[] = [...messages, userMessage]; + setMessages(currentMessages); + setInput(""); + setIsGenerating(true); + + try { + const toolSchemas = tools + .filter((tool) => tool.enabled) + .map((tool) => generateSchemaFromCode(tool.code)); + + while (true) { + const messagesForGeneration = [ + { role: "system" as const, content: systemPrompt }, + ...currentMessages, + ]; + + setMessages([...currentMessages, { role: "assistant", content: "" }]); + + let accumulatedContent = ""; + const response = await generateResponse( + messagesForGeneration, + toolSchemas, + (token: string) => { + accumulatedContent += token; + setMessages((current) => { + const updated = [...current]; + updated[updated.length - 1] = { + role: "assistant", + content: accumulatedContent, + }; + return updated; + }); + } + ); + + currentMessages.push({ role: "assistant", content: response }); + const toolCallContent = extractToolCallContent(response); + + if (toolCallContent) { + const toolResults = await executeToolCalls(toolCallContent); + + const toolMessage: ToolMessage = { + role: "tool", + content: JSON.stringify(toolResults.map((r) => r.result ?? null)), + renderInfo: toolResults, + }; + currentMessages.push(toolMessage); + setMessages([...currentMessages]); + continue; + } else { + setMessages(currentMessages); + break; + } + } + } catch (error) { + const errorMessage = getErrorMessage(error); + setMessages([ + ...currentMessages, + { + role: "assistant", + content: `Error generating response: ${errorMessage}`, + }, + ]); + } finally { + setIsGenerating(false); + setTimeout(() => inputRef.current?.focus(), 0); + } + }; + + return ( +
+ {!isReady ? ( + + ) : ( +
+
+
+
+

LFM2 MCP

+
+
+
+ + Ready +
+ + + + +
+
+ +
+ {messages.length === 0 && isReady ? ( + + ) : ( + messages.map((msg, index) => { + const key = `${msg.role}-${index}`; + + if (msg.role === "user") { + return ( +
+
+

+ {msg.content} +

+
+
+ ); + } else if (msg.role === "assistant") { + const isToolCall = msg.content.includes( + "<|tool_call_start|>" + ); + + if (isToolCall) { + const nextMessage = messages[index + 1]; + const isCompleted = nextMessage?.role === "tool"; + const hasError = + isCompleted && + (nextMessage as ToolMessage).renderInfo.some( + (info) => !!info.error + ); + + return ( +
+
+ +
+
+ ); + } + + return ( +
+
+

+ {msg.content} +

+
+
+ ); + } else if (msg.role === "tool") { + const visibleToolResults = msg.renderInfo.filter( + (info) => + info.error || (info.result != null && info.renderer) + ); + + if (visibleToolResults.length === 0) return null; + + return ( +
+
+
+ {visibleToolResults.map((info, idx) => ( +
+
+ {info.call} +
+ {info.error ? ( + + ) : ( + + )} +
+ ))} +
+
+
+ ); + } + return null; + }) + )} +
+ +
+ setInput(e.target.value)} + onKeyDown={(e) => + e.key === "Enter" && + !isGenerating && + isReady && + handleSendMessage() + } + disabled={isGenerating || !isReady} + className="flex-grow bg-gray-700 rounded-l-lg p-3 focus:outline-none focus:ring-2 focus:ring-indigo-500 disabled:opacity-50" + placeholder={ + isReady + ? "Type your message here..." + : "Load model first to enable chat" + } + /> + +
+
+ + {isToolsPanelVisible && ( +
+
+

Tools

+ +
+
+ {tools.map((tool) => ( + toggleToolEnabled(tool.id)} + onToggleCollapsed={() => toggleToolCollapsed(tool.id)} + onExpand={() => expandTool(tool.id)} + onDelete={() => deleteTool(tool.id)} + onCodeChange={(newCode) => + handleToolCodeChange(tool.id, newCode) + } + /> + ))} +
+
+ )} +
+ )} + + {isSystemPromptModalOpen && ( +
+
+
+

+ Edit System Prompt +

+ +
+
+