Chroma
ActiveDescription
Developer-friendly open-source embedding database for RAG.
Key Features
- Easy to use — RAG in a few lines
- Python-first — Tight ML ecosystem integration
- Local mode — Embedded runtime
- Client/server — Flexible deployment
- Multimodal — Text/image/audio
Use Cases
💡 Quickly prototype vector search.
💡 Storage backend for LangChain/LlamaIndex.
💡 Small RAG demos and teaching.
Tags
Categories
Quick Start
pip install chromadb
import chromadb
client = chromadb.PersistentClient(path='./db')
col = client.create_collection('docs')