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Voy

Voy 是一个使用 Rust 编写的 WASM 向量相似性搜索引擎。 它支持在非 Node 环境（如浏览器）中运行。您可以将 Voy 与 LangChain.js 一起用作向量存储。

安装 Voy​

:::提示 请参阅安装集成包的一般说明部分。 :::

npm 安装 @langchain/openai voy-search @langchain/community @langchain/core

使用方法​

import { VoyVectorStore } from "@langchain/community/vectorstores/voy";
import { Voy as VoyClient } from "voy-search";
import { OpenAIEmbeddings } from "@langchain/openai";
import { Document } from "@langchain/core/documents";

// Create Voy client using the library.
const voyClient = new VoyClient();
// Create embeddings
const embeddings = new OpenAIEmbeddings();
// Create the Voy store.
const store = new VoyVectorStore(voyClient, embeddings);

// Add two documents with some metadata.
await store.addDocuments([
  new Document({
    pageContent: "How has life been treating you?",
    metadata: {
      foo: "Mike",
    },
  }),
  new Document({
    pageContent: "And I took it personally...",
    metadata: {
      foo: "Testing",
    },
  }),
]);

const model = new OpenAIEmbeddings();
const query = await model.embedQuery("And I took it personally");

// Perform a similarity search.
const resultsWithScore = await store.similaritySearchVectorWithScore(query, 1);

// Print the results.
console.log(JSON.stringify(resultsWithScore, null, 2));
/*
  [
    [
      {
        "pageContent": "And I took it personally...",
        "metadata": {
          "foo": "Testing"
        }
      },
      0
    ]
  ]
*/

API Reference:

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