ChromaDB
ChromaDB is an open-source AI-native vector database designed for embedding storage and similarity search in LLM applications, supporting vector, full-text, regex, and metadata search operations.
Available Pages
ChromaDB Troubleshooting: Fix Common Errors & Debug Issues
Solve common ChromaDB errors like memory issues and 'illegal instruction' crashes. Learn production debugging techniques and systematic approaches to fix ChromaDB problems.
ChromaDB: The Vector DB for Production & Local Development
Explore ChromaDB: a production-ready vector database with zero-config local development. Learn installation, common pitfalls, and why it's a top choice over pgvector.
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Competition
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Direct competitors
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Can replace or substitute
pgvector
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lancedb
Direct competitors
Integration
langchain
Official integration support
llamaindex
Official integration support
streamlit
Works well together
openai
Official integration support
huggingface
Official integration support
cohere
Official integration support
Dependencies
python
Foundation technology
rust
Foundation technology
fastapi
Requires for operation
uvicorn
Requires for operation
numpy
Requires for operation
sqlite
Requires for operation
grpc
Requires for operation
onnx runtime
Requires for operation
sentence transformers
Requires for operation