84 lines
2.8 KiB
JavaScript
84 lines
2.8 KiB
JavaScript
"use strict";
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Object.defineProperty(exports, "__esModule", { value: true });
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exports.DataberryRetriever = void 0;
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const retrievers_1 = require("@langchain/core/retrievers");
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const documents_1 = require("@langchain/core/documents");
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const async_caller_1 = require("@langchain/core/utils/async_caller");
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/**
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* A specific implementation of a document retriever for the Databerry
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* API. It extends the BaseRetriever class, which is an abstract base
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* class for a document retrieval system in LangChain.
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*/
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/** @deprecated Use "langchain/retrievers/chaindesk" instead */
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class DataberryRetriever extends retrievers_1.BaseRetriever {
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static lc_name() {
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return "DataberryRetriever";
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}
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get lc_secrets() {
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return { apiKey: "DATABERRY_API_KEY" };
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}
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get lc_aliases() {
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return { apiKey: "api_key" };
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}
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constructor(fields) {
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super(fields);
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Object.defineProperty(this, "lc_namespace", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: ["langchain", "retrievers", "databerry"]
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});
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Object.defineProperty(this, "caller", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: void 0
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});
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Object.defineProperty(this, "datastoreUrl", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: void 0
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});
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Object.defineProperty(this, "topK", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: void 0
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});
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Object.defineProperty(this, "apiKey", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: void 0
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});
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const { datastoreUrl, apiKey, topK, ...rest } = fields;
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this.caller = new async_caller_1.AsyncCaller(rest);
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this.datastoreUrl = datastoreUrl;
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this.apiKey = apiKey;
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this.topK = topK;
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}
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async _getRelevantDocuments(query) {
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const r = await this.caller.call(fetch, this.datastoreUrl, {
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method: "POST",
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body: JSON.stringify({
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query,
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...(this.topK ? { topK: this.topK } : {}),
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}),
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headers: {
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"Content-Type": "application/json",
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...(this.apiKey ? { Authorization: `Bearer ${this.apiKey}` } : {}),
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},
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});
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const { results } = (await r.json());
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return results.map(({ text, score, source, ...rest }) => new documents_1.Document({
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pageContent: text,
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metadata: {
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score,
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source,
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...rest,
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},
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}));
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}
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}
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exports.DataberryRetriever = DataberryRetriever;
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