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Tavily 搜索 API 是一款专为 AI 智能体（LLMs）构建的搜索引擎，能够快速提供实时、准确且基于事实的搜索结果。

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概述

本文将帮助您开始使用 TavilySearchAPIRetriever 检索器。有关 TavilySearchAPIRetriever 所有功能和配置的详细文档，请参阅 API 参考。

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集成详情

检索器来源包
TavilySearchAPIRetriever网络信息。@langchain/community

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设置

您需要将 Tavily API 密钥填入 TAVILY_API_KEY 环境变量，或在构造函数中通过 apiKey 参数传入。请通过在其官网注册获取密钥。 如果您希望从单个查询中获得自动化追踪，还可以通过取消以下注释来设置您的 LangSmith API 密钥： 
// process.env.LANGSMITH_API_KEY = "<您的 API 密钥>";
// process.env.LANGSMITH_TRACING = "true";

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安装

此检索器位于 @langchain/community 包中： 
npm install @langchain/community @langchain/core

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实例化

现在我们可以实例化检索器： 
import { TavilySearchAPIRetriever } from "@langchain/community/retrievers/tavily_search_api";

const retriever = new TavilySearchAPIRetriever({
  k: 3,
});
有关允许参数的完整列表，请参阅官方文档。您可以通过 kwargs 对象向 SDK 传递任何参数。

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使用

const query = "旧金山现在的天气如何？";

await retriever.invoke(query);

[
  Document {
    pageContent: "{'location': {'name': 'San Francisco', 'region': 'California', 'country': 'United States of America', 'lat': 37.78, 'lon': -122.42, 'tz_id': 'America/Los_Angeles', 'localtime_epoch': 1722900266, 'localtime': '2024-08-05 16:24'}, 'current': {'last_updated_epoch': 1722899700, 'last_updated': '2024-08-05 16:15', 'temp_c': 16.8, 'temp_f': 62.2, 'is_day': 1, 'condition': {'text': 'Partly Cloudy', 'icon': '//cdn.weatherapi.com/weather/64x64/day/116.png', 'code': 1003}, 'wind_mph': 13.2, 'wind_kph': 21.2, 'wind_degree': 261, 'wind_dir': 'W', 'pressure_mb': 1014.0, 'pressure_in': 29.94, 'precip_mm': 0.0, 'precip_in': 0.0, 'humidity': 74, 'cloud': 60, 'feelslike_c': 16.8, 'feelslike_f': 62.2, 'windchill_c': 16.8, 'windchill_f': 62.2, 'heatindex_c': 16.8, 'heatindex_f': 62.2, 'dewpoint_c': 12.3, 'dewpoint_f': 54.1, 'vis_km': 10.0, 'vis_miles': 6.0, 'uv': 5.0, 'gust_mph': 17.3, 'gust_kph': 27.8}}",
    metadata: {
      title: 'Weather in San Francisco',
      source: 'https://www.weatherapi.com/',
      score: 0.9947009,
      images: []
    },
    id: undefined
  },
  Document {
    pageContent: 'Current Weather for Popular Cities . San Francisco, CA 56 ° F Mostly Cloudy; Manhattan, NY warning 85 ° F Fair; Schiller Park, IL (60176) 71 ° F Mostly Cloudy; Boston, MA warning 84 ° F Partly ...',
    metadata: {
      title: 'San Francisco, CA Hourly Weather Forecast | Weather Underground',
      source: 'https://www.wunderground.com/hourly/us/ca/san-francisco/date/2024-08-02',
      score: 0.9859904,
      images: []
    },
    id: undefined
  },
  Document {
    pageContent: 'San Francisco CA 37.77°N 122.41°W (Elev. 131 ft) Last Update: 2:42 pm PDT Aug 4, 2024. Forecast Valid: 5pm PDT Aug 4, 2024-6pm PDT Aug 11, 2024 . Forecast Discussion . Additional Resources. Radar & Satellite Image. Hourly Weather Forecast. ... Severe Weather ; Current Outlook Maps ; Drought ; Fire Weather ; Fronts/Precipitation Maps ; Current ...',
    metadata: {
      title: 'National Weather Service',
      source: 'https://forecast.weather.gov/zipcity.php?inputstring=San+Francisco,CA',
      score: 0.98141783,
      images: []
    },
    id: undefined
  }
]

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API 参考

有关 TavilySearchAPIRetriever 所有功能和配置的详细文档，请参阅 API 参考。
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