import { BaseRetriever, } from "@langchain/core/retrievers"; import { AsyncCaller, } from "@langchain/core/utils/async_caller"; /** * Abstract class for interacting with a remote server to retrieve * relevant documents based on a given query. */ export class RemoteRetriever extends BaseRetriever { get lc_secrets() { return { "auth.bearer": "REMOTE_RETRIEVER_AUTH_BEARER", }; } constructor(fields) { super(fields); Object.defineProperty(this, "url", { enumerable: true, configurable: true, writable: true, value: void 0 }); Object.defineProperty(this, "auth", { enumerable: true, configurable: true, writable: true, value: void 0 }); Object.defineProperty(this, "headers", { enumerable: true, configurable: true, writable: true, value: void 0 }); Object.defineProperty(this, "asyncCaller", { enumerable: true, configurable: true, writable: true, value: void 0 }); const { url, auth, ...rest } = fields; this.url = url; this.auth = auth; this.headers = { Accept: "application/json", "Content-Type": "application/json", ...(this.auth && this.auth.bearer ? { Authorization: `Bearer ${this.auth.bearer}` } : {}), }; this.asyncCaller = new AsyncCaller(rest); } async _getRelevantDocuments(query) { const body = this.createJsonBody(query); const response = await this.asyncCaller.call(() => fetch(this.url, { method: "POST", headers: this.headers, body: JSON.stringify(body), })); if (!response.ok) { throw new Error(`Failed to retrieve documents from ${this.url}: ${response.status} ${response.statusText}`); } const json = await response.json(); return this.processJsonResponse(json); } }