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Original file line number | Diff line number | Diff line change |
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import { getEnvironmentVariable } from "@langchain/core/utils/env"; | ||
import { Tool } from "@langchain/core/tools"; | ||
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const API_PROXY_PREFIX = process.env.GOOGLE_PLUGIN_API_PROXY_PREFIX ?? ""; | ||
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/** | ||
* Interface for parameters required by GoogleCustomSearch class. | ||
*/ | ||
export interface GoogleCustomSearchParams { | ||
apiKey?: string; | ||
googleCSEId?: string; | ||
} | ||
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/** | ||
* Class that uses the Google Search API to perform custom searches. | ||
* Requires environment variables `GOOGLE_API_KEY` and `GOOGLE_CSE_ID` to | ||
* be set. | ||
*/ | ||
export class GoogleCustomSearch extends Tool { | ||
static lc_name() { | ||
return "GoogleCustomSearch"; | ||
} | ||
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get lc_secrets(): { [key: string]: string } | undefined { | ||
return { | ||
apiKey: "GOOGLE_API_KEY", | ||
}; | ||
} | ||
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name = "google-custom-search"; | ||
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protected apiKey: string; | ||
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protected googleCSEId: string; | ||
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description = | ||
"a custom search engine. useful for when you need to answer questions about current events. input should be a search query. outputs a JSON array of results."; | ||
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constructor( | ||
fields: GoogleCustomSearchParams = { | ||
apiKey: getEnvironmentVariable("GOOGLE_API_KEY"), | ||
googleCSEId: getEnvironmentVariable("GOOGLE_CSE_ID"), | ||
}, | ||
) { | ||
super(...arguments); | ||
if (!fields.apiKey) { | ||
throw new Error( | ||
`Google API key not set. You can set it as "GOOGLE_API_KEY" in your environment variables.`, | ||
); | ||
} | ||
if (!fields.googleCSEId) { | ||
throw new Error( | ||
`Google custom search engine id not set. You can set it as "GOOGLE_CSE_ID" in your environment variables.`, | ||
); | ||
} | ||
this.apiKey = fields.apiKey; | ||
this.googleCSEId = fields.googleCSEId; | ||
} | ||
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async _call(input: string) { | ||
const res = await fetch( | ||
`${API_PROXY_PREFIX}https://www.googleapis.com/customsearch/v1?key=${this.apiKey}&cx=${ | ||
this.googleCSEId | ||
}&q=${encodeURIComponent(input)}`, | ||
); | ||
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if (!res.ok) { | ||
throw new Error( | ||
`Got ${res.status} error from Google custom search: ${res.statusText}`, | ||
); | ||
} | ||
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const json = await res.json(); | ||
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const results = | ||
json?.items?.map( | ||
(item: { title?: string; link?: string; snippet?: string }) => ({ | ||
title: item.title, | ||
link: item.link, | ||
snippet: item.snippet, | ||
}), | ||
) ?? []; | ||
return JSON.stringify(results); | ||
} | ||
} |
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