From 682678e57e038632f275287b2a817cb62b241d87 Mon Sep 17 00:00:00 2001 From: Roger Yang <80478925+RogerHYang@users.noreply.github.com> Date: Mon, 22 Jan 2024 15:47:28 -0800 Subject: [PATCH] chore(js): create-llama express app example (#128) Co-authored-by: Mikyo King Co-authored-by: Alexander Song --- .gitignore | 4 + js/examples/llama-index-express/README.md | 18 + .../backend/.eslintrc.json | 3 + .../llama-index-express/backend/.gitignore | 1 + .../llama-index-express/backend/README.md | 50 + .../llama-index-express/backend/index.ts | 41 + .../backend/instrumentation.ts | 38 + .../backend/package-lock.json | 7725 ++++++++++++++++ .../llama-index-express/backend/package.json | 37 + .../src/controllers/chat.controller.ts | 81 + .../backend/src/controllers/engine/index.ts | 7 + .../src/controllers/llamaindex-stream.ts | 68 + .../backend/src/routes/chat.route.ts | 8 + .../llama-index-express/backend/tsconfig.json | 11 + .../llama-index-express/frontend/.env.example | 3 + .../frontend/.eslintrc.json | 3 + .../llama-index-express/frontend/.gitignore | 35 + .../llama-index-express/frontend/README.md | 30 + .../frontend/app/components/chat-section.tsx | 46 + .../frontend/app/components/header.tsx | 28 + .../frontend/app/components/transform.ts | 19 + .../app/components/ui/chat/chat-avatar.tsx | 34 + .../app/components/ui/chat/chat-input.tsx | 43 + .../app/components/ui/chat/chat-item.tsx | 13 + .../app/components/ui/chat/chat-messages.tsx | 48 + .../frontend/app/components/ui/chat/index.ts | 6 + .../frontend/app/favicon.ico | Bin 0 -> 15406 bytes .../frontend/app/globals.css | 94 + .../frontend/app/layout.tsx | 22 + .../llama-index-express/frontend/app/page.tsx | 11 + .../frontend/next.config.js | 21 + .../frontend/package-lock.json | 7868 +++++++++++++++++ .../llama-index-express/frontend/package.json | 31 + .../frontend/postcss.config.js | 6 + .../frontend/public/llama.png | Bin 0 -> 36985 bytes .../frontend/tailwind.config.ts | 78 + .../frontend/tsconfig.json | 28 + js/examples/openai/package.json | 2 +- js/examples/openai/src/index.ts | 2 - .../src/{tracer.ts => instrumentation.ts} | 7 + js/package.json | 5 +- 41 files changed, 16571 insertions(+), 4 deletions(-) create mode 100644 js/examples/llama-index-express/README.md create mode 100644 js/examples/llama-index-express/backend/.eslintrc.json create mode 100644 js/examples/llama-index-express/backend/.gitignore create mode 100644 js/examples/llama-index-express/backend/README.md create mode 100644 js/examples/llama-index-express/backend/index.ts create mode 100644 js/examples/llama-index-express/backend/instrumentation.ts create mode 100644 js/examples/llama-index-express/backend/package-lock.json create mode 100644 js/examples/llama-index-express/backend/package.json create mode 100644 js/examples/llama-index-express/backend/src/controllers/chat.controller.ts create mode 100644 js/examples/llama-index-express/backend/src/controllers/engine/index.ts create mode 100644 js/examples/llama-index-express/backend/src/controllers/llamaindex-stream.ts create mode 100644 js/examples/llama-index-express/backend/src/routes/chat.route.ts create mode 100644 js/examples/llama-index-express/backend/tsconfig.json create mode 100644 js/examples/llama-index-express/frontend/.env.example create mode 100644 js/examples/llama-index-express/frontend/.eslintrc.json create mode 100644 js/examples/llama-index-express/frontend/.gitignore create mode 100644 js/examples/llama-index-express/frontend/README.md create mode 100644 js/examples/llama-index-express/frontend/app/components/chat-section.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/header.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/transform.ts create mode 100644 js/examples/llama-index-express/frontend/app/components/ui/chat/chat-avatar.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/ui/chat/chat-input.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/ui/chat/chat-item.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/ui/chat/chat-messages.tsx create mode 100644 js/examples/llama-index-express/frontend/app/components/ui/chat/index.ts create mode 100644 js/examples/llama-index-express/frontend/app/favicon.ico create mode 100644 js/examples/llama-index-express/frontend/app/globals.css create mode 100644 js/examples/llama-index-express/frontend/app/layout.tsx create mode 100644 js/examples/llama-index-express/frontend/app/page.tsx create mode 100644 js/examples/llama-index-express/frontend/next.config.js create mode 100644 js/examples/llama-index-express/frontend/package-lock.json create mode 100644 js/examples/llama-index-express/frontend/package.json create mode 100644 js/examples/llama-index-express/frontend/postcss.config.js create mode 100644 js/examples/llama-index-express/frontend/public/llama.png create mode 100644 js/examples/llama-index-express/frontend/tailwind.config.ts create mode 100644 js/examples/llama-index-express/frontend/tsconfig.json rename js/examples/openai/src/{tracer.ts => instrumentation.ts} (78%) diff --git a/.gitignore b/.gitignore index 2669d3be6..ca0159017 100644 --- a/.gitignore +++ b/.gitignore @@ -20,3 +20,7 @@ sdist # version.ts file is automatically generated at compile time version.ts + +# Local caching and environment files +.env +.vercel diff --git a/js/examples/llama-index-express/README.md b/js/examples/llama-index-express/README.md new file mode 100644 index 000000000..5a41b8cfc --- /dev/null +++ b/js/examples/llama-index-express/README.md @@ -0,0 +1,18 @@ +This is a [LlamaIndex](https://www.llamaindex.ai/) project bootstrapped with [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama). + +## Getting Started + +First, startup the backend as described in the [backend README](./backend/README.md). + +Second, run the development server of the frontend as described in the [frontend README](./frontend/README.md). + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +## Learn More + +To learn more about LlamaIndex, take a look at the following resources: + +- [LlamaIndex Documentation](https://docs.llamaindex.ai) - learn about LlamaIndex (Python features). +- [LlamaIndexTS Documentation](https://ts.llamaindex.ai) - learn about LlamaIndex (Typescript features). + +You can check out [the LlamaIndexTS GitHub repository](https://github.com/run-llama/LlamaIndexTS) - your feedback and contributions are welcome! diff --git a/js/examples/llama-index-express/backend/.eslintrc.json b/js/examples/llama-index-express/backend/.eslintrc.json new file mode 100644 index 000000000..cf20cdc7a --- /dev/null +++ b/js/examples/llama-index-express/backend/.eslintrc.json @@ -0,0 +1,3 @@ +{ + "extends": "eslint:recommended" +} diff --git a/js/examples/llama-index-express/backend/.gitignore b/js/examples/llama-index-express/backend/.gitignore new file mode 100644 index 000000000..d3f5a12fa --- /dev/null +++ b/js/examples/llama-index-express/backend/.gitignore @@ -0,0 +1 @@ + diff --git a/js/examples/llama-index-express/backend/README.md b/js/examples/llama-index-express/backend/README.md new file mode 100644 index 000000000..0e9d79610 --- /dev/null +++ b/js/examples/llama-index-express/backend/README.md @@ -0,0 +1,50 @@ +This is a [LlamaIndex](https://www.llamaindex.ai/) project using [Express](https://expressjs.com/) bootstrapped with [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama). + +## Getting Started + +First, install the dependencies: + +``` +npm install +``` + +Second, run the development server: + +``` +npm run dev +``` + +Then call the express API endpoint `/api/chat` to see the result: + +``` +curl --location 'localhost:8000/api/chat' \ +--header 'Content-Type: text/plain' \ +--data '{ "messages": [{ "role": "user", "content": "Hello" }] }' +``` + +You can start editing the API by modifying `src/controllers/chat.controller.ts`. The endpoint auto-updates as you save the file. + +## Production + +First, build the project: + +``` +npm run build +``` + +You can then run the production server: + +``` +NODE_ENV=production npm run start +``` + +> Note that the `NODE_ENV` environment variable is set to `production`. This disables CORS for all origins. + +## Learn More + +To learn more about LlamaIndex, take a look at the following resources: + +- [LlamaIndex Documentation](https://docs.llamaindex.ai) - learn about LlamaIndex (Python features). +- [LlamaIndexTS Documentation](https://ts.llamaindex.ai) - learn about LlamaIndex (Typescript features). + +You can check out [the LlamaIndexTS GitHub repository](https://github.com/run-llama/LlamaIndexTS) - your feedback and contributions are welcome! diff --git a/js/examples/llama-index-express/backend/index.ts b/js/examples/llama-index-express/backend/index.ts new file mode 100644 index 000000000..c9b9ce50c --- /dev/null +++ b/js/examples/llama-index-express/backend/index.ts @@ -0,0 +1,41 @@ +/* eslint-disable no-console */ +import cors from "cors"; +import "dotenv/config"; +import express, { Express, Request, Response } from "express"; +import chatRouter from "./src/routes/chat.route"; + +const app: Express = express(); +const port = parseInt(process.env.PORT || "8000"); + +const env = process.env["NODE_ENV"]; +const isDevelopment = !env || env === "development"; +const prodCorsOrigin = process.env["PROD_CORS_ORIGIN"]; + +app.use(express.json()); + +if (isDevelopment) { + console.warn("Running in development mode - allowing CORS for all origins"); + app.use(cors()); +} else if (prodCorsOrigin) { + console.log( + `Running in production mode - allowing CORS for domain: ${prodCorsOrigin}`, + ); + const corsOptions = { + origin: prodCorsOrigin, // Restrict to production domain + }; + app.use(cors(corsOptions)); +} else { + console.warn("Production CORS origin not set, defaulting to no CORS."); +} + +app.use(express.text()); + +app.get("/", (req: Request, res: Response) => { + res.send("LlamaIndex Express Server"); +}); + +app.use("/api/chat", chatRouter); + +app.listen(port, () => { + console.log(`⚡️[server]: Server is running at http://localhost:${port}`); +}); diff --git a/js/examples/llama-index-express/backend/instrumentation.ts b/js/examples/llama-index-express/backend/instrumentation.ts new file mode 100644 index 000000000..6fc18a3b1 --- /dev/null +++ b/js/examples/llama-index-express/backend/instrumentation.ts @@ -0,0 +1,38 @@ +/* eslint-disable no-console */ +import { registerInstrumentations } from "@opentelemetry/instrumentation"; +import { OpenAIInstrumentation } from "@arizeai/openinference-instrumentation-openai"; +import { + ConsoleSpanExporter, + SimpleSpanProcessor, +} from "@opentelemetry/sdk-trace-base"; +import { NodeTracerProvider } from "@opentelemetry/sdk-trace-node"; +import { Resource } from "@opentelemetry/resources"; +import { OTLPTraceExporter } from "@opentelemetry/exporter-trace-otlp-proto"; +import { SemanticResourceAttributes } from "@opentelemetry/semantic-conventions"; +import { diag, DiagConsoleLogger, DiagLogLevel } from "@opentelemetry/api"; + +// For troubleshooting, set the log level to DiagLogLevel.DEBUG +diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.DEBUG); + +const provider = new NodeTracerProvider({ + resource: new Resource({ + [SemanticResourceAttributes.SERVICE_NAME]: "openai-service", + }), +}); + +provider.addSpanProcessor(new SimpleSpanProcessor(new ConsoleSpanExporter())); +provider.addSpanProcessor( + new SimpleSpanProcessor( + new OTLPTraceExporter({ + url: "http://localhost:6006/v1/traces", + }), + ), +); + +registerInstrumentations({ + instrumentations: [new OpenAIInstrumentation({})], +}); + +provider.register(); + +console.log("👀 OpenInference initialized"); diff --git a/js/examples/llama-index-express/backend/package-lock.json b/js/examples/llama-index-express/backend/package-lock.json new file mode 100644 index 000000000..7fe0ea92e --- /dev/null +++ b/js/examples/llama-index-express/backend/package-lock.json @@ -0,0 +1,7725 @@ +{ + "name": "llama-index-express", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": 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+ "build": "tsup ./index.ts ./instrumentation.ts --format cjs --dts", + "start": "node --import ./dist/instrumentation.cjs ./dist/index.cjs", + "dev": "concurrently \"tsup ./index.ts ./instrumentation.ts --format cjs --dts --watch\" \"nodemon --inspect --import ./dist/instrumentation.cjs -q ./dist/index.cjs\"", + "type:check": "tsc --noEmit" + }, + "dependencies": { + "@arizeai/openinference-instrumentation-openai": "^0.1.0", + "@opentelemetry/exporter-trace-otlp-http": "^0.46.0", + "@opentelemetry/exporter-trace-otlp-proto": "^0.46.0", + "@opentelemetry/instrumentation": "^0.47.0", + "@opentelemetry/resources": "^1.20.0", + "@opentelemetry/sdk-trace-base": "^1.20.0", + "@opentelemetry/sdk-trace-node": "^1.20.0", + "@opentelemetry/semantic-conventions": "^1.20.0", + "ai": "^2.2.25", + "cors": "^2.8.5", + "dotenv": "^16.3.1", + "express": "^4.18.2", + "llamaindex": "0.0.48" + }, + "devDependencies": { + "@types/cors": "^2.8.16", + "@types/express": "^4.17.21", + "@types/node": "^20.9.5", + "concurrently": "^8.2.2", + "eslint": "^8.54.0", + "nodemon": "^3.0.1", + "tsup": "^8.0.1", + "typescript": "^5.3.2" + } +} diff --git a/js/examples/llama-index-express/backend/src/controllers/chat.controller.ts b/js/examples/llama-index-express/backend/src/controllers/chat.controller.ts new file mode 100644 index 000000000..9d1eb0c69 --- /dev/null +++ b/js/examples/llama-index-express/backend/src/controllers/chat.controller.ts @@ -0,0 +1,81 @@ +import { streamToResponse } from "ai"; +import { Request, Response } from "express"; +import { ChatMessage, MessageContent, OpenAI } from "llamaindex"; +import { createChatEngine } from "./engine"; +import { LlamaIndexStream } from "./llamaindex-stream"; + +const convertMessageContent = ( + textMessage: string, + imageUrl: string | undefined, +): MessageContent => { + if (!imageUrl) return textMessage; + return [ + { + type: "text", + text: textMessage, + }, + { + type: "image_url", + image_url: { + url: imageUrl, + }, + }, + ]; +}; + +export const chat = async (req: Request, res: Response) => { + try { + const { messages, data }: { messages: ChatMessage[]; data: any } = req.body; + const userMessage = messages.pop(); + if (!messages || !userMessage || userMessage.role !== "user") { + return res.status(400).json({ + error: + "messages are required in the request body and the last message must be from the user", + }); + } + + const llm = new OpenAI({ + model: (process.env.MODEL as any) || "gpt-3.5-turbo", + }); + + const chatEngine = await createChatEngine(llm); + + // Convert message content from Vercel/AI format to LlamaIndex/OpenAI format + const userMessageContent = convertMessageContent( + userMessage.content, + data?.imageUrl, + ); + + // Calling LlamaIndex's ChatEngine to get a streamed response + const response = await chatEngine.chat({ + message: userMessageContent, + chatHistory: messages, + stream: true, + }); + + // Return a stream, which can be consumed by the Vercel/AI client + const { stream, data: streamData } = LlamaIndexStream(response, { + parserOptions: { + image_url: data?.imageUrl, + }, + }); + + // Pipe LlamaIndexStream to response + const processedStream = stream.pipeThrough(streamData.stream); + return streamToResponse(processedStream, res, { + headers: { + // response MUST have the `X-Experimental-Stream-Data: 'true'` header + // so that the client uses the correct parsing logic, see + // https://sdk.vercel.ai/docs/api-reference/stream-data#on-the-server + "X-Experimental-Stream-Data": "true", + "Content-Type": "text/plain; charset=utf-8", + "Access-Control-Expose-Headers": "X-Experimental-Stream-Data", + }, + }); + } catch (error) { + console.error("[LlamaIndex]", error); + return res.status(500).json({ + error: (error as Error).message, + }); + } +}; diff --git a/js/examples/llama-index-express/backend/src/controllers/engine/index.ts b/js/examples/llama-index-express/backend/src/controllers/engine/index.ts new file mode 100644 index 000000000..abb02e90c --- /dev/null +++ b/js/examples/llama-index-express/backend/src/controllers/engine/index.ts @@ -0,0 +1,7 @@ +import { LLM, SimpleChatEngine } from "llamaindex"; + +export async function createChatEngine(llm: LLM) { + return new SimpleChatEngine({ + llm, + }); +} diff --git a/js/examples/llama-index-express/backend/src/controllers/llamaindex-stream.ts b/js/examples/llama-index-express/backend/src/controllers/llamaindex-stream.ts new file mode 100644 index 000000000..6ddd8eae6 --- /dev/null +++ b/js/examples/llama-index-express/backend/src/controllers/llamaindex-stream.ts @@ -0,0 +1,68 @@ +import { + JSONValue, + createCallbacksTransformer, + createStreamDataTransformer, + experimental_StreamData, + trimStartOfStreamHelper, + type AIStreamCallbacksAndOptions, +} from "ai"; +import { Response } from "llamaindex"; + +type ParserOptions = { + image_url?: string; +}; + +function createParser( + res: AsyncIterable, + data: experimental_StreamData, + opts?: ParserOptions, +) { + const it = res[Symbol.asyncIterator](); + const trimStartOfStream = trimStartOfStreamHelper(); + return new ReadableStream({ + start() { + // if image_url is provided, send it via the data stream + if (opts?.image_url) { + const message: JSONValue = { + type: "image_url", + image_url: { + url: opts.image_url, + }, + }; + data.append(message); + } else { + data.append({}); // send an empty image response for the user's message + } + }, + async pull(controller): Promise { + const { value, done } = await it.next(); + if (done) { + controller.close(); + data.append({}); // send an empty image response for the assistant's message + data.close(); + return; + } + + const text = trimStartOfStream(value.response ?? ""); + if (text) { + controller.enqueue(text); + } + }, + }); +} + +export function LlamaIndexStream( + res: AsyncIterable, + opts?: { + callbacks?: AIStreamCallbacksAndOptions; + parserOptions?: ParserOptions; + }, +): { stream: ReadableStream; data: experimental_StreamData } { + const data = new experimental_StreamData(); + return { + stream: createParser(res, data, opts?.parserOptions) + .pipeThrough(createCallbacksTransformer(opts?.callbacks)) + .pipeThrough(createStreamDataTransformer(true)), + data, + }; +} diff --git a/js/examples/llama-index-express/backend/src/routes/chat.route.ts b/js/examples/llama-index-express/backend/src/routes/chat.route.ts new file mode 100644 index 000000000..bdfeb0853 --- /dev/null +++ b/js/examples/llama-index-express/backend/src/routes/chat.route.ts @@ -0,0 +1,8 @@ +import express from "express"; +import { chat } from "../controllers/chat.controller"; + +const llmRouter = express.Router(); + +llmRouter.route("/").post(chat); + +export default llmRouter; diff --git a/js/examples/llama-index-express/backend/tsconfig.json b/js/examples/llama-index-express/backend/tsconfig.json new file mode 100644 index 000000000..a46509595 --- /dev/null +++ b/js/examples/llama-index-express/backend/tsconfig.json @@ -0,0 +1,11 @@ +{ + "compilerOptions": { + "target": "es2016", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "moduleResolution": "node", + "outDir": "./dist" + } +} diff --git a/js/examples/llama-index-express/frontend/.env.example b/js/examples/llama-index-express/frontend/.env.example new file mode 100644 index 000000000..7ac0a0155 --- /dev/null +++ b/js/examples/llama-index-express/frontend/.env.example @@ -0,0 +1,3 @@ +# Rename this file to `.env.local` to use environment variables locally with `next dev` +# https://nextjs.org/docs/pages/building-your-application/configuring/environment-variables +MY_HOST="example.com" diff --git a/js/examples/llama-index-express/frontend/.eslintrc.json b/js/examples/llama-index-express/frontend/.eslintrc.json new file mode 100644 index 000000000..bffb357a7 --- /dev/null +++ b/js/examples/llama-index-express/frontend/.eslintrc.json @@ -0,0 +1,3 @@ +{ + "extends": "next/core-web-vitals" +} diff --git a/js/examples/llama-index-express/frontend/.gitignore b/js/examples/llama-index-express/frontend/.gitignore new file mode 100644 index 000000000..8f322f0d8 --- /dev/null +++ b/js/examples/llama-index-express/frontend/.gitignore @@ -0,0 +1,35 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# local env files +.env*.local + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/js/examples/llama-index-express/frontend/README.md b/js/examples/llama-index-express/frontend/README.md new file mode 100644 index 000000000..1509ded7c --- /dev/null +++ b/js/examples/llama-index-express/frontend/README.md @@ -0,0 +1,30 @@ +This is a [LlamaIndex](https://www.llamaindex.ai/) project using [Next.js](https://nextjs.org/) bootstrapped with [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama). + +## Getting Started + +First, install the dependencies: + +``` +npm install +``` + +Second, run the development server: + +``` +npm run dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. + +This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font. + +## Learn More + +To learn more about LlamaIndex, take a look at the following resources: + +- [LlamaIndex Documentation](https://docs.llamaindex.ai) - learn about LlamaIndex (Python features). +- [LlamaIndexTS Documentation](https://ts.llamaindex.ai) - learn about LlamaIndex (Typescript features). + +You can check out [the LlamaIndexTS GitHub repository](https://github.com/run-llama/LlamaIndexTS) - your feedback and contributions are welcome! diff --git a/js/examples/llama-index-express/frontend/app/components/chat-section.tsx b/js/examples/llama-index-express/frontend/app/components/chat-section.tsx new file mode 100644 index 000000000..08afc2548 --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/chat-section.tsx @@ -0,0 +1,46 @@ +"use client"; + +import { useChat } from "ai/react"; +import { useMemo } from "react"; +import { insertDataIntoMessages } from "./transform"; +import { ChatInput, ChatMessages } from "./ui/chat"; + +export default function ChatSection() { + const { + messages, + input, + isLoading, + handleSubmit, + handleInputChange, + reload, + stop, + data, + } = useChat({ + api: process.env.NEXT_PUBLIC_CHAT_API, + headers: { + "Content-Type": "application/json", // using JSON because of vercel/ai 2.2.26 + }, + }); + + const transformedMessages = useMemo(() => { + return insertDataIntoMessages(messages, data); + }, [messages, data]); + + return ( +
+ + +
+ ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/header.tsx b/js/examples/llama-index-express/frontend/app/components/header.tsx new file mode 100644 index 000000000..2b0e488f7 --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/header.tsx @@ -0,0 +1,28 @@ +import Image from "next/image"; + +export default function Header() { + return ( +
+

+ Get started by editing  + app/page.tsx +

+ +
+ ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/transform.ts b/js/examples/llama-index-express/frontend/app/components/transform.ts new file mode 100644 index 000000000..5af8fb3cb --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/transform.ts @@ -0,0 +1,19 @@ +import { JSONValue, Message } from "ai"; + +export const isValidMessageData = (rawData: JSONValue | undefined) => { + if (!rawData || typeof rawData !== "object") return false; + if (Object.keys(rawData).length === 0) return false; + return true; +}; + +export const insertDataIntoMessages = ( + messages: Message[], + data: JSONValue[] | undefined, +) => { + if (!data) return messages; + messages.forEach((message, i) => { + const rawData = data[i]; + if (isValidMessageData(rawData)) message.data = rawData; + }); + return messages; +}; diff --git a/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-avatar.tsx b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-avatar.tsx new file mode 100644 index 000000000..cd241104e --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-avatar.tsx @@ -0,0 +1,34 @@ +"use client"; + +import Image from "next/image"; +import { Message } from "./chat-messages"; + +export default function ChatAvatar(message: Message) { + if (message.role === "user") { + return ( +
+ + + +
+ ); + } + + return ( +
+ Llama Logo +
+ ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-input.tsx b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-input.tsx new file mode 100644 index 000000000..7c3e87280 --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-input.tsx @@ -0,0 +1,43 @@ +"use client"; + +export interface ChatInputProps { + /** The current value of the input */ + input?: string; + /** An input/textarea-ready onChange handler to control the value of the input */ + handleInputChange?: ( + e: + | React.ChangeEvent + | React.ChangeEvent, + ) => void; + /** Form submission handler to automatically reset input and append a user message */ + handleSubmit: (e: React.FormEvent) => void; + isLoading: boolean; + multiModal?: boolean; +} + +export default function ChatInput(props: ChatInputProps) { + return ( + <> +
+ + +
+ + ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-item.tsx b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-item.tsx new file mode 100644 index 000000000..2244f729a --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-item.tsx @@ -0,0 +1,13 @@ +"use client"; + +import ChatAvatar from "./chat-avatar"; +import { Message } from "./chat-messages"; + +export default function ChatItem(message: Message) { + return ( +
+ +

{message.content}

+
+ ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-messages.tsx b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-messages.tsx new file mode 100644 index 000000000..0e9783940 --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/ui/chat/chat-messages.tsx @@ -0,0 +1,48 @@ +"use client"; + +import { useEffect, useRef } from "react"; +import ChatItem from "./chat-item"; + +export interface Message { + id: string; + content: string; + role: string; +} + +export default function ChatMessages({ + messages, + isLoading, + reload, + stop, +}: { + messages: Message[]; + isLoading?: boolean; + stop?: () => void; + reload?: () => void; +}) { + const scrollableChatContainerRef = useRef(null); + + const scrollToBottom = () => { + if (scrollableChatContainerRef.current) { + scrollableChatContainerRef.current.scrollTop = + scrollableChatContainerRef.current.scrollHeight; + } + }; + + useEffect(() => { + scrollToBottom(); + }, [messages.length]); + + return ( +
+
+ {messages.map((m: Message) => ( + + ))} +
+
+ ); +} diff --git a/js/examples/llama-index-express/frontend/app/components/ui/chat/index.ts b/js/examples/llama-index-express/frontend/app/components/ui/chat/index.ts new file mode 100644 index 000000000..5de7dce47 --- /dev/null +++ b/js/examples/llama-index-express/frontend/app/components/ui/chat/index.ts @@ -0,0 +1,6 @@ +import ChatInput from "./chat-input"; +import ChatMessages from "./chat-messages"; + +export type { ChatInputProps } from "./chat-input"; +export type { Message } from "./chat-messages"; +export { ChatInput, ChatMessages }; diff --git a/js/examples/llama-index-express/frontend/app/favicon.ico b/js/examples/llama-index-express/frontend/app/favicon.ico new file mode 100644 index 0000000000000000000000000000000000000000..a1eaef62f2dfa895f1bbffc6595bb53d9604963e GIT binary patch literal 15406 zcmeHOd301&ny+Zjw05^kw?}7sW_pIBbJU*cW82!Nd(Lzp8%e^ZD1w3;vWU3QwhM?0 z(gqq3R6=A&QABN$6xmp^KoYhDBoGpIl3G&r5(uG^s(Q6A3H8nIzE|(PTUD=;fS&$i zPM6-i?|%1N@4MUkzKg+-VYu3GTaf--O$K>GCdE6 zEt$7Rgv=#jduEB+3c$DRgE_&n)j#XWt9{P#QSJRq76kIFk~D^j*s}^zO5?3~WEkk+ z@@vKIOIA78Z+li;v2(m?ts+C^HW-4Iafib~)+Mr!M(@bKNXz4Q`S!nlUMyHEdNvrR z%WNvM#LfONOrUX5N60*ZdWG!ggZ9kHAt5_6Y#mh_Xnuw~l{w@xt{EB^%ROXfu{3(G zduP4RcXR=TEDurGJ`5$3!fja;JT;!Y`(}|?`N3@*quPx=W9$yc=9s@{i%4S4PV%38 zmBO|WGQSP{XUCDR?oZ^bTKF@CU-Q6Va2C>Qj(no-{1`b)&yi>UCh$y^WQ44v$baGq z^6j2Y;?~?PGJo9RxZ}=(*g6MzyCK6-7$#T6Ve%bWLcx~DDb)H1`HwtHo}GUtPtoc; ziJw;v8PHo7=kIeA#{8}_yI-vP$`d&D+Nr?FXI2D`{P9=5@}>887;~>x?AP97hM}`G zX1!3-M_nbc9WkN|LV;LW3qM#mz41m#oPB?^&3+(C_WI}sO|IO%@_1v^ab`)LA}GUP zYomWQnOctScn50P)pUTG+s6NS7 zLB_fkTcj-Rx6Gr+KureuzdT8X!EC1Q&(EQ&;>u(Oj$g%phX7k=hM){Z$&erbm;Jj! zBRMt>l(j1e<*8#6YvP*;YaA<~wqgGfY8!rEXXlt7@a?<^wjRdj=cs+%_2JH29C@|( zxt3JlpwT6BC)YJf21SL;ys(hD&u<@gPsBdVA8F5em*Mred{ql3cuI3Gx{T}pozXZ~ zR9xSaThrRTyykUQ*XNR3j=f^cAJQLzPpPXxDt(xx?%RZX!{QB$b zUF%CuyH;1!aU>czkU{bGknN$xVcT%5`B|4R7J5bD0d)_PgmH5GC#V0DZ{O>^-kl3J zd5ml7-5b9m*Sb<6mezfaS+gtw3Y~fOtC0Co>=`4aeJ5be{&fODyu#M!(CLYr{D-HL zZ_k`4_GS_{uOs)y&Fa3bY11G*Sv=0ywBTUi)JzJQAA=3(2V2$%y_XrW4}U7yI)(zr zpCtdmm&m*8T@p)|kvsp>995p4S{)oiDNC`p?&}6$LmY#0L@vZQw*og>&;LO_wu6xrC9AELmqC&_nkCV6(vBh1MushSco$$DA+ zf{|`^ZV6R7%i76ZRZpI}P2_KyhrNFi&Mxv;Q1oMs(Da)|Q{d!83LKh2zS_6QSF!lN z616EcMXT~;c)nM5l z6<{p<1!G~FG!}5KmHPnaL23M*9gFur3GW|spynMCw=Ipix2zn>{N{U_H-g8rG1px{ z7ZUWdz97+PRhQU9>kgUF^vDIIG4U6oejmZ56NR( z|4KT2$wskv5B*+MfBgK~osaiWrZJg_!Sb{vUcC zYtS3ysaQZ_aUOZ{KTUWCyuUomY{Z#)TB2@c94LK&`LMH2nh(Cl`B)cTkj}%wmT~ZX z0tJr3_xeAQw|Xv#+uw)ptAy^)KD&;|PSllHW9{sRv9~C#eq|h#H<7rfguD&QF(2k& zJWfY>8op2J3N$|VZlHeFDBrI4=6JR)TP_x@xmA|T{gqVf>BpJ9kd`_MaNduPf9Y93 z0lX6j&hQRbk;maKKkE>8mpgn1*O>js=G6vIy}T-TdfH=je9{j&EvmzMni!q3#>(yT z--{*mbyrc0E^diY7s^E=zCViS4Z=BAD>+x?V6RQkrCUj-IgyyBy09a5qI26N;>*SI z*d+Gycsf-AkK|#AAO)c>LltH)oU6Tbw49m$K7n2dCb=PSwk)(6=nk zVn5tl)OILJw!=|sJ0h3%BavV5{EBqt$+s!6o>i<(dFKk9_LQZywe(FepNWw9Y?#a~ zD5l6ITQjlH1%CZ$WX)Q;21$&mtVsk|_pWNSMJJo>;riCLFtys`(qa#vrx^S0j58$h z#id`t1A;hNtwMBCt35*Odr>P=T|GZBB^-;aGmc2X4`5L;J$(Nq^j4Vc5s#)H-@f+9 zlai=p23`3)5fAGU11Zz+l;-yEaP)b+4$$N*8aC$>U7YLx#J%={kJ3Uw`Tp{i7!1 zyMUN{S%>_Wt0@SkhKG~XrZgoW5-LfYT6J(#8vXxQh{Z|nMwx<=VHkqHgZT}<_hib; zr5}t9JWZ1P{;NDA;3Q%mliHNTn_AUnNkS%7Q-vg9E|;EXC(6Nj1qDxh8;(OPX9kNK z6WyD-o~ewyM#Q+845RUCb|zOy9IN;I$eFiiqBD2*jGpDyKWBKgQ6c)4Pdb199r&); zkGOq9v}4$B@SXbxzOf=G7x4Z2--#OawTnA)ZuOQgY48-UwD^lYxl6IrwsFrj&b*rW z-MKYk=knS@)xWaq~_{}-{f3(nly6YPEH$r~(=*UR$|4gDVMt$^L; zpl#%kh;8`efMcQd>~|D8o|lJ}c31V18@xL{+~+CDD|2sL9zR1N_p)}+FM9HJb@VK+ zX*sv5<|c(+d&<&OnJNGZ9@ZFip{Ou?GGY~d5nJ{X5!(paetXtjUE(yzVCCX*_=XJl zidVkG<^v=1uBp7kxuQyd4`*EK8@2fAW!RQR9nhMPD2uxaS&>M4c1g57dkXrWLYHYj z)i1ryTd~lMZ?P(G$ttO@#r50najx2azGp?H*|~bBn!C}rNwY`4Jv}zkHu5g4JrVdI zMmw@rU_4RCmQ_fIRj21lY+>t9pmv_kvtyCdw`2LwZ5uzo#{F60dx&j@T&s7u-K#6d zC33`T&>$-rj4FMas4({4uzh47?2jSV!qy)a`wF;iLvI|c2h=e0rojH!{N7#jV!rZ) z)XsLE6U1KCIX zG-MuqDAY2Rg2Ih{fbi zkEcM>B=Udr0^(w`$y1d>9>nEDojxH966txqHF`Y?P@V!w#{D)DzE4y`;{T-1t~ zuxSk5!J~Kw&q(jU%VLw2^U1sIqwQ>c<@F8*PVVPqo~|#uekc};6W!a*W_Q&=#0tyc z!#c!`5wB#q6c#hJ#^(aFHOYQ8rmnNr1h`p~QfAd@lusn!)JR3)t&s_XJ8CLBd zh4};f5to_}7)Q*HcpgRZ1NKK)PQe_v|2XVFJWaau;jMW)7N}V8D^+=az<|Es zTLbY`#Cm5V=hCOfp9}ingAYEOCwKXA=?;pgZX@QxV$6kCFc+T0_#OkhvlH_$oc&Tx zgpD88|HqYe^iP<>ZzDf2@3;M#o!XY(k?ybPj-CQCvz(D?KZ{|rm^tpxNV$v3BU0|b z!}3T?@5!-y-0P9nRK;fgiT)2+M_|5S4Mkqhe;nhVUsrC*Y z<0_!XyEiB2Jy`Am{uD%z`{*I(Hj|Wl5ce7}7e2;(d>eMLy$y3ADJLh*3ziRK>nC!8 zQeLJRdq4wnBYQD_tKY>wwm2r1KzH+riigvblS73f9jT$;-|{ z?A{UbD`HXJxp3+F+Y*e?siYq{GI5WQUWBc({jgome{f@|Ac}W@afDo?yYeu`(N^Rm z*JDjxfVuE8w=ZB#lGYur@7dblERP+3J@&8NZ{p5Z4(?rj0Q*-uy~fY(&@p)cl;#ne zyU5$Tj*h6(m3)r&BgxoB64X@V7%jw8XHU2k?8ve z<9(04w~6&V&JX)Bc6QB0ZX4&g(vR2~!s560N&TXQbV0%S++v9$)cOcDW zJGmM6mVu>CZ0+Iz9D;T?Q~eT}V0 zY)w5gHJ(o#5BO0Ep2WCsnk?ru*}jE!N6Kqr?0B}Ua`_5B8Q*^{j5nBv6^9Ilu6+6} z`o34~|CITw_z@#VK^XJEiFshbJorXlPwR0$!o5I$^IJGyyo9kd1?4ID^CZhf`+|+n zHU|&A^iiO0_FP}>ykc+pqBDrA9P<>deOinEX!fK)`ev(S7dF!$Fn+Xsi(h*Zd|_)T z+Yda_e!%kSVoeo^bze&RvajjSSmR%X-81?Er=|*l6H|<#=Bbl?O;d1#R{pUVgtun# zP0orH*DJWeKlL5yHp2cw!W~JhJ1qCg75EiH{T!ZFsTgBcXHmfF-r8vuD^6I&ni{LO zZu2Q$!wTF-UGQn}0+fsD;G;*7aUtj{~J{? 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+
+ +
+ ); +} diff --git a/js/examples/llama-index-express/frontend/next.config.js b/js/examples/llama-index-express/frontend/next.config.js new file mode 100644 index 000000000..92b89bde6 --- /dev/null +++ b/js/examples/llama-index-express/frontend/next.config.js @@ -0,0 +1,21 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = { + output: "export", + images: { unoptimized: true }, + webpack: (config) => { + // See https://webpack.js.org/configuration/resolve/#resolvealias + config.resolve.alias = { + ...config.resolve.alias, + sharp$: false, + "onnxruntime-node$": false, + }; + return config; + }, + experimental: { + outputFileTracingIncludes: { + "/*": ["./cache/**/*"], + }, + }, +}; + +module.exports = nextConfig; diff --git a/js/examples/llama-index-express/frontend/package-lock.json b/js/examples/llama-index-express/frontend/package-lock.json new file mode 100644 index 000000000..0a2cc46b5 --- /dev/null +++ b/js/examples/llama-index-express/frontend/package-lock.json @@ 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a/js/examples/llama-index-express/frontend/tailwind.config.ts b/js/examples/llama-index-express/frontend/tailwind.config.ts new file mode 100644 index 000000000..aa5580aff --- /dev/null +++ b/js/examples/llama-index-express/frontend/tailwind.config.ts @@ -0,0 +1,78 @@ +import type { Config } from "tailwindcss"; +import { fontFamily } from "tailwindcss/defaultTheme"; + +const config: Config = { + darkMode: ["class"], + content: ["app/**/*.{ts,tsx}", "components/**/*.{ts,tsx}"], + theme: { + container: { + center: true, + padding: "2rem", + screens: { + "2xl": "1400px", + }, + }, + extend: { + colors: { + border: "hsl(var(--border))", + input: "hsl(var(--input))", + ring: "hsl(var(--ring))", + background: "hsl(var(--background))", + foreground: "hsl(var(--foreground))", + primary: { + DEFAULT: "hsl(var(--primary))", + foreground: "hsl(var(--primary-foreground))", + }, + secondary: { + DEFAULT: "hsl(var(--secondary))", + foreground: "hsl(var(--secondary-foreground))", + }, + destructive: { + DEFAULT: "hsl(var(--destructive) / )", + foreground: "hsl(var(--destructive-foreground) / )", + }, + muted: { + DEFAULT: "hsl(var(--muted))", + foreground: "hsl(var(--muted-foreground))", + }, + accent: { + DEFAULT: "hsl(var(--accent))", + foreground: "hsl(var(--accent-foreground))", + }, + popover: { + DEFAULT: "hsl(var(--popover))", + foreground: "hsl(var(--popover-foreground))", + }, + card: { + DEFAULT: "hsl(var(--card))", + foreground: "hsl(var(--card-foreground))", + }, + }, + borderRadius: { + xl: `calc(var(--radius) + 4px)`, + lg: `var(--radius)`, + md: `calc(var(--radius) - 2px)`, + sm: "calc(var(--radius) - 4px)", + }, + fontFamily: { + sans: ["var(--font-sans)", ...fontFamily.sans], + }, + keyframes: { + "accordion-down": { + from: { height: "0" }, + to: { height: "var(--radix-accordion-content-height)" }, + }, + "accordion-up": { + from: { height: "var(--radix-accordion-content-height)" }, + to: { height: "0" }, + }, + }, + animation: { + "accordion-down": "accordion-down 0.2s ease-out", + "accordion-up": "accordion-up 0.2s ease-out", + }, + }, + }, + plugins: [], +}; +export default config; diff --git a/js/examples/llama-index-express/frontend/tsconfig.json b/js/examples/llama-index-express/frontend/tsconfig.json new file mode 100644 index 000000000..40c136b82 --- /dev/null +++ b/js/examples/llama-index-express/frontend/tsconfig.json @@ -0,0 +1,28 @@ +{ + "compilerOptions": { + "target": "es5", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./*"] + }, + "forceConsistentCasingInFileNames": true + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] +} diff --git a/js/examples/openai/package.json b/js/examples/openai/package.json index b3c095873..dc8e30f8d 100644 --- a/js/examples/openai/package.json +++ b/js/examples/openai/package.json @@ -6,7 +6,7 @@ "main": "index.js", "scripts": { "build": "tsc --build tsconfig.json", - "start": "node dist/index.js", + "start": "node --import ./dist/instrumentation.js dist/index.js", "type:check": "tsc --noEmit" }, "author": "mikyo@arize.com", diff --git a/js/examples/openai/src/index.ts b/js/examples/openai/src/index.ts index 0f74a3783..584c76dd0 100644 --- a/js/examples/openai/src/index.ts +++ b/js/examples/openai/src/index.ts @@ -1,5 +1,3 @@ -require("./tracer"); - import { OpenAI } from "openai"; const openai = new OpenAI({ diff --git a/js/examples/openai/src/tracer.ts b/js/examples/openai/src/instrumentation.ts similarity index 78% rename from js/examples/openai/src/tracer.ts rename to js/examples/openai/src/instrumentation.ts index 77e301653..8ed55c638 100644 --- a/js/examples/openai/src/tracer.ts +++ b/js/examples/openai/src/instrumentation.ts @@ -1,3 +1,4 @@ +/* eslint-disable no-console */ import { registerInstrumentations } from "@opentelemetry/instrumentation"; import { OpenAIInstrumentation } from "@arizeai/openinference-instrumentation-openai"; import { @@ -8,6 +9,10 @@ import { NodeTracerProvider } from "@opentelemetry/sdk-trace-node"; import { Resource } from "@opentelemetry/resources"; import { OTLPTraceExporter } from "@opentelemetry/exporter-trace-otlp-proto"; import { SemanticResourceAttributes } from "@opentelemetry/semantic-conventions"; +import { diag, DiagConsoleLogger, DiagLogLevel } from "@opentelemetry/api"; + +// For troubleshooting, set the log level to DiagLogLevel.DEBUG +diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.DEBUG); const provider = new NodeTracerProvider({ resource: new Resource({ @@ -28,3 +33,5 @@ provider.register(); registerInstrumentations({ instrumentations: [new OpenAIInstrumentation({})], }); + +console.log("👀 OpenInference initialized"); diff --git a/js/package.json b/js/package.json index ff0af7771..1f0b69500 100644 --- a/js/package.json +++ b/js/package.json @@ -36,5 +36,8 @@ "engines": { "node": ">=10", "pnpm": ">=3" - } + }, + "eslintIgnore": [ + "examples/**/*" + ] }