vector-databases

SKILL.md

Store and search embeddings for RAG, semantic search, and similarity applications.

| Database | Best For | Filtering | Scale | Managed Option |

| Chroma | Local dev, prototyping | Yes | < 1M | No | | FAISS | Max speed, GPU, batch | No | Billions | No | | Qdrant | Production, hybrid search | Yes | Millions | Yes | | Pinecone | Fully managed | Yes | Billions | Yes (only) | | Weaviate | Hybrid search, GraphQL | Yes | Millions | Yes |

À utiliser lorsque "base de données vectorielle", "stockage intégré", "recherche de similarité", "recherche sémantique", "Chroma", "ChromaDB", "FAISS", "Qdrant", "RAG retrieval", "k-NN search", "vector index", "HNSW", "IVF" Source : eyadsibai/ltk.

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