The SearchApi tool connects your agents and chains to the internet.A wrapper around the Search API. This tool is handy when you need to answer questions about current events.
import { ChatOpenAI } from "@langchain/openai";import { AgentExecutor } from "langchain/agents";import { ChatPromptTemplate } from "@langchain/core/prompts";import { RunnableSequence } from "@langchain/core/runnables";import { AgentFinish, AgentAction } from "@langchain/core/agents";import { BaseMessageChunk } from "@langchain/core/messages";import { SearchApi } from "@langchain/community/tools/searchapi";const model = new ChatOpenAI({ model: "gpt-4o-mini", temperature: 0,});const tools = [ new SearchApi(process.env.SEARCHAPI_API_KEY, { engine: "google_news", }),];const prefix = ChatPromptTemplate.fromMessages([ [ "ai", "Answer the following questions as best you can. In your final answer, use a bulleted list markdown format.", ], ["human", "{input}"],]);// Replace this with your actual output parser.const customOutputParser = ( input: BaseMessageChunk): AgentAction | AgentFinish => ({ log: "test", returnValues: { output: input, },});// Replace this placeholder agent with your actual implementation.const agent = RunnableSequence.from([prefix, model, customOutputParser]);const executor = AgentExecutor.fromAgentAndTools({ agent, tools,});const res = await executor.invoke({ input: "What's happening in Ukraine today?",});console.log(res);