FAISS Library

Master FAISS: Facebook AI's library for efficient similarity search. Learn IndexFlat, IndexIVF, IndexHNSW, IndexPQ, GPU acceleration, and the patterns for self-built vector pipelines.

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6
Lessons
💻
Code Examples
✅
Production-Ready
100%
Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

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FAISS Fundamentals

Beginner
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Flat Indexes (IndexFlatL2, IndexFlatIP)

Intermediate
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IVF and PQ Indexes

Intermediate
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HNSW in FAISS

Intermediate
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FAISS on GPU

Advanced
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Building Production Pipelines on FAISS

Advanced