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## 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](https://github.com/chroma-core/chroma) | |
- [π¬ Community Discord](https://discord.gg/MMeYNTmh3x) | |
- [π Documentation](https://docs.trychroma.com/) | |
- [π‘ Colab Example](https://colab.research.google.com/drive/1QEzFyqnoFxq7LUGyP1vzR4iLt9PpCDXv?usp=sharing) | |
- [π Homepage](https://www.trychroma.com/) | |
## Getting started | |
Chroma needs to be running in order for this client to talk to it. Please see the [π§ͺ Usage Guide](https://docs.trychroma.com/usage-guide) to learn how to quickly stand this up. | |
## Small example | |
```js | |
import { ChromaClient } from "chromadb"; | |
const chroma = new ChromaClient({ path: "http://localhost:8000" }); | |
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](./DEVELOP.md) | |
## License | |
Apache 2.0 | |