chroma db

Chroma DB is an open-source vector store used for storing and retrieving vector embeddings that has emerged as a leading solution for AI-powered applications.

Chroma DB is commonly used for retrieval-augmented generation, semantic search, and vector-based knowledge management in AI applications.

Integration

Chroma DB integrates seamlessly with popular LLM frameworks like LangGraph and LlamaIndex

Recommendations

Consider Chroma DB when you need a lightweight, easy-to-deploy vector database with strong Python support. It's particularly well-suited for rapid prototyping and smaller to medium-scale applications. You might want to evaluate alternatives like Weaviate or Milvus.

Resources

• Official Documentation
• GitHub Repository
• Python Client Documentation