Google 路线工具
Google 路线工具允许您的智能代理使用 Google 路线 API 来查找两个或多个目的地之间的路线。您可以选择步行、公共交通、汽车、摩托车和自行车等方式获取路线。
配置
您需要从 Google 的网站
获取一个 API 密钥,并在 Google Cloud 控制台中启用路线 API。
然后,将您的 API 密钥设置为 process.env.GOOGLE_ROUTES_API_KEY,或在构造函数参数中以 apiKey 的形式传入。
使用方法
:::提示 请参阅安装集成包的一般说明部分。 :::
- npm
- Yarn
- pnpm
npm install @langchain/openai @langchain/community @langchain/core
yarn add @langchain/openai @langchain/community @langchain/core
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 Reference:
- GoogleRoutesAPI from
@langchain/community/tools/google_routes - ChatPromptTemplate from
@langchain/core/prompts - ChatOpenAI from
@langchain/openai - AgentExecutor from
langchain/agents - createToolCallingAgent from
langchain/agents
相关内容
Related
- Tool conceptual guide
- Tool how-to guides