Faiss

orchestra-research/ai-research-skills/15-rag/faiss

by orchestra-research773a52944ba4MIT13K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 3 months ago

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.

Instructions onlyAI & Agents

Only the file list is public. File contents are available once the skill is installed in a workspace.

PathSizeType
references/index_types.md6 KBtext/markdown
SKILL.md4.9 KBtext/markdown

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Source:orchestra-research/ai-research-skillsin15-rag/faissat commit773a529

License: MIT

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