ChromaDB Embedding Database

ChromaDB is a simple embedding database for LLM applications.

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Installation

bash
pip install chromadb

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Basic Usage

python
import chromadb
client = chromadb.Client()
collection = client.create_collection("documents")
collection.add(documents=["doc1", "doc2"], ids=["id1", "id2"])
results = collection.query(query_texts=["search query"], n_results=2)

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Features

Simple Python API

Automatic embedding generation

Local or client-server mode

Perfect for prototyping