Google 路线工具

Google 路线工具允许您的代理使用 Google 路线 API 来查找两个或多个目的地之间的路线。您可以通过步行、公交、汽车、摩托车和自行车获取路线。

设置

您需要从 Google 这里 获取 API 密钥，并 启用路线 API。然后，将您的 API 密钥设置为 process.env.GOOGLE_ROUTES_API_KEY 或将其作为 apiKey 构造函数参数传入。

用法

提示

请参阅 关于安装集成包的通用说明。

npm

npm install @langchain/openai @langchain/community @langchain/core

Yarn

yarn add @langchain/openai @langchain/community @langchain/core

pnpm

pnpm add @langchain/openai @langchain/community @langchain/core

import { GoogleRoutesAPI } from "@langchain/community/tools/google_routes";
import { ChatPromptTemplate } from "@langchain/core/prompts";
import { ChatOpenAI } from "@langchain/openai";
import { AgentExecutor, createToolCallingAgent } from "langchain/agents";

export async function run() {
  const tools = [new GoogleRoutesAPI()];

  const llm = new ChatOpenAI({
    model: "gpt-3.5-turbo-0125",
  });

  const prompt = ChatPromptTemplate.fromMessages([
    ["system", "You are a helpful assistant"],
    ["placeholder", "{chat_history}"],
    ["human", "{input}"],
    ["placeholder", "{agent_scratchpad}"],
  ]);

  const agent = await createToolCallingAgent({
    llm,
    tools,
    prompt,
  });

  const agentExecutor = new AgentExecutor({
    agent,
    tools,
  });

  const result = await agentExecutor.invoke({
    input: "How to go from the Eiffel Tower to the Louvre Museum by transit?",
  });

  console.log(result);

  /* {
    input: 'How to go from the Eiffel Tower to the Louvre Museum by transit?',
    output: 'To travel from the Eiffel Tower to the Louvre Museum by transit, here is the route information:\n' +
      '\n' +
      '- Departure: Eiffel Tower\n' +
      '- Arrival: Louvre Museum\n' +
      '- Distance: 4.1 km\n' +
      '- Duration: 18 minutes\n' +
      '- Transit Fare: €2.15\n' +
      '\n' +
      'Travel Instructions:\n' +
      "1. Walk to Pont d'Iéna\n" +
      '2. Take bus 72 towards Gare de Lyon - Maison de La RATP\n' +
      '3. Walk to your destination\n' +
      '\n' +
      'Departure Time: 22:03\n' +
      'Arrival Time: 22:15\n' +
      '\n' +
      'Please follow these instructions to reach the Louvre Museum from the Eiffel Tower.'
  } */
}

API 参考

• GoogleRoutesAPI 来自 @langchain/community/tools/google_routes
• ChatPromptTemplate 来自 @langchain/core/prompts
• ChatOpenAI 来自 @langchain/openai
• AgentExecutor 来自 langchain/agents
• createToolCallingAgent 来自 langchain/agents

相关

• 工具 概念指南
• 工具 操作指南