Overview
Chroma — AI-native open-source embedding database
Chroma is an AI-native open-source embedding database (vector store) that makes it easy to build LLM applications with memory. Its simple Python and JavaScript APIs make it the most popular choice for development and prototyping RAG and embedding applications.
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Simple Python and JS API
In-memory and persistent modes
LangChain and LlamaIndex integration
Metadata filtering
Features & capabilities
Everything it does, in plain English.
The honest take
Where it shines, where it stumbles.
✓ Pros
- ✓Easiest to get started
- ✓Great for development
- ✓LangChain default integration
- ✓Open source
! Watch-outs
- !Less performant than Milvus/Qdrant at scale
- !Less suited for production at large scale
- !Limited enterprise features
Who it's for
Where Chroma pays for itself fast.
RAG application development
LLM application prototyping
Document similarity search
Semantic search building
Community reviews
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