diff --git a/.envrc b/.envrc new file mode 100644 index 00000000..7371dd23 --- /dev/null +++ b/.envrc @@ -0,0 +1,3 @@ +export LANGCHAIN_TRACING_V2=true +export LANGCHAIN_ENDPOINT=http://localhost:8000 +export OPENAI_API_KEY=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 diff --git a/examples/chain/server.py b/examples/chain/server.py index 5d178f36..09dcbad8 100755 --- a/examples/chain/server.py +++ b/examples/chain/server.py @@ -1,18 +1,19 @@ #!/usr/bin/env python """Example LangChain server exposes a chain composed of a prompt and an LLM.""" from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware from typing_extensions import TypedDict from langchain.chat_models import ChatOpenAI from langchain.prompts import PromptTemplate, ChatPromptTemplate +from langchain.schema.output_parser import StrOutputParser from langchain.schema.runnable.utils import ConfigurableField from langserve import add_routes -model = ChatOpenAI().configurable_alternatives( +model = ChatOpenAI(temperature=0.5).configurable_alternatives( ConfigurableField(id="llm", name="LLM"), high_temp=ChatOpenAI(temperature=0.9), low_temp=ChatOpenAI(temperature=0.1, max_tokens=1), - mid_temp=ChatOpenAI(temperature=0.5), ) # prompt = ChatPromptTemplate.from_messages( @@ -24,11 +25,11 @@ "tell me a joke about {topic}" ).configurable_fields( template=ConfigurableField( - id="topic", name="Topic", description="The topic of the joke" + id="prompt", name="Prompt", description="The prompt to use." ) ) -chain = prompt | model +chain = prompt | model | StrOutputParser() app = FastAPI( title="LangChain Server", @@ -36,6 +37,16 @@ description="Spin up a simple api server using Langchain's Runnable interfaces", ) +# Set all CORS enabled origins +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + expose_headers=["*"], +) + # The input type is automatically inferred from the runnable # interface; however, if you want to override it, you can do so @@ -56,4 +67,4 @@ class ChainInput(TypedDict): if __name__ == "__main__": import uvicorn - uvicorn.run(app, host="localhost", port=8000) + uvicorn.run(app, host="localhost", port=8003) diff --git a/langserve-playground/.eslintrc.cjs b/langserve-playground/.eslintrc.cjs new file mode 100644 index 00000000..d6c95379 --- /dev/null +++ b/langserve-playground/.eslintrc.cjs @@ -0,0 +1,18 @@ +module.exports = { + root: true, + env: { browser: true, es2020: true }, + extends: [ + 'eslint:recommended', + 'plugin:@typescript-eslint/recommended', + 'plugin:react-hooks/recommended', + ], + ignorePatterns: ['dist', '.eslintrc.cjs'], + parser: '@typescript-eslint/parser', + plugins: ['react-refresh'], + rules: { + 'react-refresh/only-export-components': [ + 'warn', + { allowConstantExport: true }, + ], + }, +} diff --git a/langserve-playground/.gitignore b/langserve-playground/.gitignore new file mode 100644 index 00000000..a547bf36 --- /dev/null +++ b/langserve-playground/.gitignore @@ -0,0 +1,24 @@ +# 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/langserve-playground/README.md b/langserve-playground/README.md new file mode 100644 index 00000000..1ebe379f --- /dev/null +++ b/langserve-playground/README.md @@ -0,0 +1,27 @@ +# React + TypeScript + Vite + +This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. + +Currently, two official plugins are available: + +- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react/README.md) uses [Babel](https://babeljs.io/) for Fast Refresh +- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh + +## Expanding the ESLint configuration + +If you are developing a production application, we recommend updating the configuration to enable type aware lint rules: + +- Configure the top-level `parserOptions` property like this: + +```js + parserOptions: { + ecmaVersion: 'latest', + sourceType: 'module', + project: ['./tsconfig.json', './tsconfig.node.json'], + tsconfigRootDir: __dirname, + }, +``` + +- Replace `plugin:@typescript-eslint/recommended` to `plugin:@typescript-eslint/recommended-type-checked` or `plugin:@typescript-eslint/strict-type-checked` +- Optionally add `plugin:@typescript-eslint/stylistic-type-checked` +- Install [eslint-plugin-react](https://github.com/jsx-eslint/eslint-plugin-react) and add `plugin:react/recommended` & `plugin:react/jsx-runtime` to the `extends` list diff --git a/langserve-playground/index.html b/langserve-playground/index.html new file mode 100644 index 00000000..e59cddc8 --- /dev/null +++ b/langserve-playground/index.html @@ -0,0 +1,21 @@ + + + + + + + Playground + + +
+ + + + diff --git a/langserve-playground/package.json b/langserve-playground/package.json new file mode 100644 index 00000000..a4ef6323 --- /dev/null +++ b/langserve-playground/package.json @@ -0,0 +1,39 @@ +{ + "name": "langserve-playground", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc && vite build", + "lint": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 0", + "preview": "vite preview" + }, + "dependencies": { + "@emotion/react": "^11.11.1", + "@emotion/styled": "^11.11.0", + "@jsonforms/core": "^3.1.0", + "@jsonforms/material-renderers": "^3.1.0", + "@jsonforms/react": "^3.1.0", + "@microsoft/fetch-event-source": "^2.0.1", + "@mui/icons-material": "^5.14.11", + "@mui/material": "^5.14.11", + "@mui/x-date-pickers": "^6.16.0", + "fast-json-patch": "^3.1.1", + "json-schema-defaults": "^0.4.0", + "react": "^18.2.0", + "react-dom": "^18.2.0" + }, + "devDependencies": { + "@types/react": "^18.2.15", + "@types/react-dom": "^18.2.7", + "@typescript-eslint/eslint-plugin": "^6.0.0", + "@typescript-eslint/parser": "^6.0.0", + "@vitejs/plugin-react": "^4.0.3", + "eslint": "^8.45.0", + "eslint-plugin-react-hooks": "^4.6.0", + "eslint-plugin-react-refresh": "^0.4.3", + "typescript": "^5.0.2", + "vite": "^4.4.5" + } +} diff --git a/langserve-playground/public/vite.svg b/langserve-playground/public/vite.svg new file mode 100644 index 00000000..e7b8dfb1 --- /dev/null +++ b/langserve-playground/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/langserve-playground/src/App.css b/langserve-playground/src/App.css new file mode 100644 index 00000000..592d97d0 --- /dev/null +++ b/langserve-playground/src/App.css @@ -0,0 +1,5 @@ +#root { + max-width: 1280px; + margin: 0 auto; + padding: 2rem; +} diff --git a/langserve-playground/src/App.tsx b/langserve-playground/src/App.tsx new file mode 100644 index 00000000..df768f7d --- /dev/null +++ b/langserve-playground/src/App.tsx @@ -0,0 +1,127 @@ +import React, { useEffect, useState } from "react"; +import { Card, Button, Stack } from "@mui/material"; +import defaults from "json-schema-defaults"; +import { JsonForms } from "@jsonforms/react"; +import { + materialRenderers, + materialCells, +} from "@jsonforms/material-renderers"; + +import { useSchemas } from "./useSchemas"; +import "./App.css"; +import { useStreamLog } from "./useStreamLog"; +import { JsonFormsCore } from "@jsonforms/core"; + +function str(o: unknown): React.ReactNode { + return typeof o === "object" + ? JSON.stringify(o, null, 2) + : (o as React.ReactNode); +} + +function App() { + // store form state + const [configData, setConfigData] = useState< + Pick + >({ data: {}, errors: [] }); + const [inputData, setInputData] = useState< + Pick + >({ data: {}, errors: [] }); + // fetch input and config schemas from the server + const schemas = useSchemas(); + // apply defaults defined in each schema + useEffect(() => { + if (schemas.config) { + setConfigData({ data: defaults(schemas.config), errors: [] }); + setInputData({ data: defaults(schemas.input), errors: [] }); + } + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [schemas.config]); + // the runner + const { startStream, stopStream, latest } = useStreamLog(); + + return schemas.config && schemas.input ? ( + <> +

Playground

+ +

Configuration

+ + data ? setConfigData({ data, errors }) : undefined + } + /> + {!!configData.errors?.length && ( + <> +

Validation Errors

+ {configData.errors?.map((e, i) => ( +

{e.message}

+ ))} + + )} + + +

Inputs

+ setInputData({ data, errors })} + /> + {!!inputData.errors?.length && ( + <> +

Validation Errors

+ {inputData.errors?.map((e, i) => ( +

{e.message}

+ ))} + + )} + + + + + + {latest && ( + +

Output

+ {latest.streamed_output.map(str).join("") ?? "..."} + + )} + {latest && ( + +

Intermediate Steps

+ {Object.values(latest.logs).map((log) => ( +
+

{log.name}

+

{log.start_time}

+ 
{str(log.final_output) ?? "..."}
+
+ ))} + + )} + + ) : null; +} + +export default App; diff --git a/langserve-playground/src/assets/react.svg b/langserve-playground/src/assets/react.svg new file mode 100644 index 00000000..6c87de9b --- /dev/null +++ b/langserve-playground/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/langserve-playground/src/index.css b/langserve-playground/src/index.css new file mode 100644 index 00000000..90ab79ea --- /dev/null +++ b/langserve-playground/src/index.css @@ -0,0 +1,67 @@ +:root { + font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif; + line-height: 1.5; + font-weight: 400; + + color-scheme: light dark; + color: rgba(255, 255, 255, 0.87); + background-color: #242424; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + -webkit-text-size-adjust: 100%; +} + +a { + font-weight: 500; + color: #646cff; + text-decoration: inherit; +} +a:hover { + color: #535bf2; +} + +body { + margin: 0; + min-width: 320px; + min-height: 100vh; +} + +h1 { + font-size: 3.2em; + line-height: 1.1; +} + +button { + border-radius: 8px; + border: 1px solid transparent; + padding: 0.6em 1.2em; + font-size: 1em; + font-weight: 500; + font-family: inherit; + background-color: #1a1a1a; + cursor: pointer; + transition: border-color 0.25s; +} +button:hover { + border-color: #646cff; +} +button:focus, +button:focus-visible { + outline: 4px auto -webkit-focus-ring-color; +} + +@media (prefers-color-scheme: light) { + :root { + color: #213547; + background-color: #ffffff; + } + a:hover { + color: #747bff; + } + button { + background-color: #f9f9f9; + } +} diff --git a/langserve-playground/src/main.tsx b/langserve-playground/src/main.tsx new file mode 100644 index 00000000..eb0a6041 --- /dev/null +++ b/langserve-playground/src/main.tsx @@ -0,0 +1,5 @@ +import ReactDOM from "react-dom/client"; +import App from "./App.tsx"; +import "./index.css"; + +ReactDOM.createRoot(document.getElementById("root")!).render(); diff --git a/langserve-playground/src/types/json-schema-defaults.d.ts b/langserve-playground/src/types/json-schema-defaults.d.ts new file mode 100644 index 00000000..10a4f570 --- /dev/null +++ b/langserve-playground/src/types/json-schema-defaults.d.ts @@ -0,0 +1,5 @@ +declare module "json-schema-defaults" { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + function defaults(schema: any): any; + export = defaults; +} diff --git a/langserve-playground/src/useSchemas.tsx b/langserve-playground/src/useSchemas.tsx new file mode 100644 index 00000000..981b71da --- /dev/null +++ b/langserve-playground/src/useSchemas.tsx @@ -0,0 +1,29 @@ +import { useEffect, useState } from "react"; + +export function useSchemas() { + const [schemas, setSchemas] = useState({ + config: null, + input: null, + }); + + useEffect(() => { + async function save() { + if (import.meta.env.DEV) { + const [config, input] = await Promise.all([ + fetch("http://localhost:8003/config_schema").then((r) => r.json()), + fetch("http://localhost:8003/input_schema").then((r) => r.json()), + ]); + setSchemas({ config, input }); + } else { + setSchemas({ + config: window.CONFIG_SCHEMA, + input: window.INPUT_SCHEMA, + }); + } + } + + save(); + }, []); + + return schemas; +} diff --git a/langserve-playground/src/useStreamLog.tsx b/langserve-playground/src/useStreamLog.tsx new file mode 100644 index 00000000..1b03c0a3 --- /dev/null +++ b/langserve-playground/src/useStreamLog.tsx @@ -0,0 +1,84 @@ +import { useCallback, useReducer, useState } from "react"; +import { applyPatch, Operation } from "fast-json-patch"; +import { fetchEventSource } from "@microsoft/fetch-event-source"; + +export interface LogEntry { + // ID of the sub-run. + id: string; + // Name of the object being run. + name: string; + // Type of the object being run, eg. prompt, chain, llm, etc. + type: string; + // List of tags for the run. + tags: string[]; + // Key-value pairs of metadata for the run. + metadata: { [key: string]: unknown }; + // ISO-8601 timestamp of when the run started. + start_time: string; + // List of LLM tokens streamed by this run, if applicable. + streamed_output_str: string[]; + // Final output of this run. + // Only available after the run has finished successfully. + final_output?: unknown; + // ISO-8601 timestamp of when the run ended. + // Only available after the run has finished. + end_time?: string; +} + +export interface RunState { + // ID of the run. + id: string; + // List of output chunks streamed by Runnable.stream() + streamed_output: unknown[]; + // Final output of the run, usually the result of aggregating (`+`) streamed_output. + // Only available after the run has finished successfully. + final_output?: unknown; + + // Map of run names to sub-runs. If filters were supplied, this list will + // contain only the runs that matched the filters. + logs: { [name: string]: LogEntry }; +} + +function reducer(state: RunState | null, action: Operation[]) { + console.log("action", action); + return applyPatch(state, action, true, false).newDocument; +} + +export function useStreamLog() { + const [latest, updateLatest] = useReducer(reducer, null); + const [controller, setController] = useState(null); + + const startStream = useCallback(async (input: unknown, config: unknown) => { + const controller = new AbortController(); + setController(controller); + await fetchEventSource("http://localhost:8003/stream_log", { + signal: controller.signal, + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ input, config }), + onmessage(msg) { + console.log(msg); + if (msg.event === "data") { + updateLatest(JSON.parse(msg.data)?.ops); + } + }, + onclose() { + setController(null); + }, + onerror() { + setController(null); + }, + }); + }, []); + + const stopStream = useCallback(() => { + controller?.abort(); + setController(null); + }, [controller]); + + return { + startStream, + stopStream: controller ? stopStream : undefined, + latest, + }; +} diff --git a/langserve-playground/src/vite-env.d.ts b/langserve-playground/src/vite-env.d.ts new file mode 100644 index 00000000..11f02fe2 --- /dev/null +++ b/langserve-playground/src/vite-env.d.ts @@ -0,0 +1 @@ +/// diff --git a/langserve-playground/tsconfig.json b/langserve-playground/tsconfig.json new file mode 100644 index 00000000..a7fc6fbf --- /dev/null +++ b/langserve-playground/tsconfig.json @@ -0,0 +1,25 @@ +{ + "compilerOptions": { + "target": "ES2020", + "useDefineForClassFields": true, + "lib": ["ES2020", "DOM", "DOM.Iterable"], + "module": "ESNext", + "skipLibCheck": true, + + /* Bundler mode */ + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "jsx": "react-jsx", + + /* Linting */ + "strict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "noFallthroughCasesInSwitch": true + }, + "include": ["src"], + "references": [{ "path": "./tsconfig.node.json" }] +} diff --git a/langserve-playground/tsconfig.node.json b/langserve-playground/tsconfig.node.json new file mode 100644 index 00000000..42872c59 --- /dev/null +++ b/langserve-playground/tsconfig.node.json @@ -0,0 +1,10 @@ +{ + "compilerOptions": { + "composite": true, + "skipLibCheck": true, + "module": "ESNext", + "moduleResolution": "bundler", + "allowSyntheticDefaultImports": true + }, + "include": ["vite.config.ts"] +} diff --git a/langserve-playground/vite.config.ts b/langserve-playground/vite.config.ts new file mode 100644 index 00000000..088bf00d --- /dev/null +++ b/langserve-playground/vite.config.ts @@ -0,0 +1,8 @@ +import { defineConfig } from "vite"; +import react from "@vitejs/plugin-react"; + +// https://vitejs.dev/config/ +export default defineConfig({ + base: "/____LANGSERVE_BASE_URL/", + plugins: [react()], +}); diff --git a/langserve-playground/yarn.lock b/langserve-playground/yarn.lock new file mode 100644 index 00000000..6a732a3f --- /dev/null +++ b/langserve-playground/yarn.lock @@ -0,0 +1,2095 @@ +# THIS IS AN AUTOGENERATED FILE. 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mimetypes.guess_type(local_file_path)[0] + formatted = PlaygroundTemplate(html).substitute( + LANGSERVE_BASE_URL=base_url[1:] if base_url.startswith("/") else base_url, + LANGSERVE_CONFIG_SCHEMA=json.dumps( + runnable.config_schema(include=config_keys).schema() + ), + LANGSERVE_INPUT_SCHEMA=json.dumps(runnable.input_schema.schema()), + ) + + return Response(formatted, media_type=mime_type) diff --git a/langserve/server.py b/langserve/server.py index 42527d86..053aafef 100644 --- a/langserve/server.py +++ b/langserve/server.py @@ -20,6 +20,7 @@ except ImportError: from pydantic import BaseModel, Field, create_model +from langserve.playground import serve_playground from langserve.serialization import simple_dumpd, simple_dumps from langserve.validation import ( create_batch_request_model, @@ -290,3 +291,11 @@ async def output_schema() -> Any: async def config_schema() -> Any: """Return the input schema of the runnable.""" return runnable.config_schema(include=config_keys).schema() + + @app.get(namespace + "/playground/{file_path:path}") + async def playground(file_path: str) -> Any: + """Return the playground of the runnable.""" + res = await serve_playground( + runnable, config_keys, f"{namespace}/playground", file_path + ) + return res diff --git a/poetry.lock b/poetry.lock index 5510f61c..c51781bf 100644 --- a/poetry.lock +++ b/poetry.lock @@ -823,7 +823,7 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth name = "fastapi" version = "0.103.2" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" -optional = true +optional = false python-versions = ">=3.7" files = [ {file = "fastapi-0.103.2-py3-none-any.whl", hash = "sha256:3270de872f0fe9ec809d4bd3d4d890c6d5cc7b9611d721d6438f9dacc8c4ef2e"}, @@ -1116,7 +1116,7 @@ socks = ["socksio (==1.*)"] name = "httpx-sse" version = "0.3.1" description = "Consume Server-Sent Event (SSE) messages with HTTPX." -optional = true +optional = false 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