From eed285f9de7a0cd7d8d553b3a5792b99fb0893b5 Mon Sep 17 00:00:00 2001 From: Dave Date: Thu, 25 Apr 2024 18:47:35 -0400 Subject: [PATCH] fix: update langchainjs (#2136) quick update of the langchainjs example to quiet down some dependency security scanner noise Signed-off-by: Dave Lee --- .../package-lock.json | 1610 ++++++++++++++--- .../langchainjs-localai-example/package.json | 10 +- .../langchainjs-localai-example/src/index.mts | 39 +- .../langchainjs-localai-example/tsconfig.json | 3 +- 4 files changed, 1407 insertions(+), 255 deletions(-) diff --git a/examples/langchain/langchainjs-localai-example/package-lock.json b/examples/langchain/langchainjs-localai-example/package-lock.json index e0a45539..48fee285 100644 --- a/examples/langchain/langchainjs-localai-example/package-lock.json +++ b/examples/langchain/langchainjs-localai-example/package-lock.json @@ -9,8 +9,9 @@ "version": "0.1.0", "license": "MIT", "dependencies": { - "langchain": "^0.0.67", - "typeorm": "^0.3.15" + 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"integrity": "sha512-+KyFCzqKwE6CxMSZxEUBaGmdXzB09BoFebO+xef/ISE4cTfReQlyThYbS8aqd3uWkdt9fz5BGHsY0CbY+Ra9oA==", + "version": "3.23.0", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.0.tgz", + "integrity": "sha512-az0uJ243PxsRIa2x1WmNE/pnuA05gUq/JB8Lwe1EDCCL/Fz9MgjYQ0fPlyc2Tcv6aF2ZA7WM5TWaRZVEFaAIag==", "requires": {} } } diff --git a/examples/langchain/langchainjs-localai-example/package.json b/examples/langchain/langchainjs-localai-example/package.json index a6023c03..1d65575d 100644 --- a/examples/langchain/langchainjs-localai-example/package.json +++ b/examples/langchain/langchainjs-localai-example/package.json @@ -1,6 +1,6 @@ { "name": "langchainjs-localai-example", - "version": "0.1.0", + "version": "0.1.1", "description": "Trivial Example of using langchain + the OpenAI API + LocalAI together", "main": "index.mjs", "scripts": { @@ -15,7 +15,11 @@ "typescript": "^5.0.4" }, "dependencies": { - "langchain": "^0.0.67", - "typeorm": "^0.3.15" + "@langchain/community": "^0.0.52", + "@langchain/openai": "^0.0.28", + "langchain": "^0.1.36" + }, + "overrides": { + "@langchain/core": "0.1.5" } } diff --git a/examples/langchain/langchainjs-localai-example/src/index.mts b/examples/langchain/langchainjs-localai-example/src/index.mts index 11faa384..995c2832 100644 --- a/examples/langchain/langchainjs-localai-example/src/index.mts +++ b/examples/langchain/langchainjs-localai-example/src/index.mts @@ -1,15 +1,17 @@ -import { OpenAIChat } from "langchain/llms/openai"; import { loadQAStuffChain } from "langchain/chains"; import { Document } from "langchain/document"; -import { initializeAgentExecutorWithOptions } from "langchain/agents"; -import {Calculator} from "langchain/tools/calculator"; +import { pull } from "langchain/hub"; +import { AgentExecutor, createOpenAIToolsAgent } from "langchain/agents"; +import {Calculator} from "@langchain/community/tools/calculator"; +import { ChatOpenAI } from "@langchain/openai"; +import type { ChatPromptTemplate } from "@langchain/core/prompts"; const pathToLocalAI = process.env['OPENAI_API_BASE'] || 'http://api:8080/v1'; const fakeApiKey = process.env['OPENAI_API_KEY'] || '-'; const modelName = process.env['MODEL_NAME'] || 'gpt-3.5-turbo'; -function getModel(): OpenAIChat { - return new OpenAIChat({ +function getModel(): ChatOpenAI { + return new ChatOpenAI({ prefixMessages: [ { role: "system", @@ -29,8 +31,8 @@ function getModel(): OpenAIChat { // Minimal example. export const run = async () => { const model = getModel(); - console.log(`about to model.call at ${new Date().toUTCString()}`); - const res = await model.call( + console.log(`about to model.invoke at ${new Date().toUTCString()}`); + const res = await model.invoke( "What would be a good company name a company that makes colorful socks?" ); console.log(`${new Date().toUTCString()}`); @@ -47,7 +49,7 @@ export const run2 = async () => { new Document({ pageContent: "Harrison went to Harvard." }), new Document({ pageContent: "Ankush went to Princeton." }), ]; - const resA = await chainA.call({ + const resA = await chainA.invoke({ input_documents: docs, question: "Where did Harrison go to college?", }); @@ -58,22 +60,33 @@ await run2(); // Quickly thrown together example of using tools + agents. // This seems like it should work, but it doesn't yet. -export const temporarilyBrokenToolTest = async () => { +export const toolAgentTest = async () => { const model = getModel(); - const executor = await initializeAgentExecutorWithOptions([new Calculator(true)], model, { - agentType: "zero-shot-react-description", + const prompt = await pull("hwchase17/openai-tools-agent"); + + const tools = [new Calculator()]; + + const agent = await createOpenAIToolsAgent({ + llm: model, + tools: tools, + prompt: prompt }); console.log("Loaded agent."); + const agentExecutor = new AgentExecutor({ + agent, + tools, + }); + const input = `What is the value of (500 *2) + 350 - 13?`; console.log(`Executing with input "${input}"...`); - const result = await executor.call({ input }); + const result = await agentExecutor.invoke({ input }); console.log(`Got output ${result.output}`); } -await temporarilyBrokenToolTest(); +await toolAgentTest(); diff --git a/examples/langchain/langchainjs-localai-example/tsconfig.json b/examples/langchain/langchainjs-localai-example/tsconfig.json index 84129d26..5e0d5a58 100644 --- a/examples/langchain/langchainjs-localai-example/tsconfig.json +++ b/examples/langchain/langchainjs-localai-example/tsconfig.json @@ -8,7 +8,8 @@ "esModuleInterop": true, "allowSyntheticDefaultImports": true, "isolatedModules": true, - "outDir": "./dist" + "outDir": "./dist", + "skipLibCheck": true }, "include": ["src", "test"], "exclude": ["node_modules", "dist"]