chromadb

chromadb

Chroma is the open-source embedding database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs.

This package gives you a JS/TS interface to talk to a backend Chroma DB over REST.

Learn more about Chroma

• 💬 Community Discord
• 📖 Documentation
• 💡 Colab Example
• 🏠 Homepage

Chroma Cloud

Our hosted service, Chroma Cloud, powers serverless vector and full-text search. It's extremely fast, cost-effective, scalable and painless. Create a DB and try it out in under 30 seconds with $5 of free credits.

Get started with Chroma Cloud

Getting started

First, start a Chroma server using the Chroma CLI:

chroma run

See more examples on our docs

Small example

import { ChromaClient } from "chromadb";

const chroma = new ChromaClient();
const collection = await chroma.createCollection({ name: "test-from-js" });
for (let i = 0; i < 20; i++) {
  await collection.add({
    ids: ["test-id-" + i.toString()],
    embeddings: [[1, 2, 3, 4, 5]],
    documents: ["test"],
  });
}
const queryData = await collection.query({
  queryEmbeddings: [[1, 2, 3, 4, 5]],
  queryTexts: ["test"],
});

Local development

View the Development Readme

License

Apache 2.0