faiss

Use it when

• in-process similarity search over embeddings
• local vector index without a server

What it solves

Not the fit when

• text chunking or embedding model

Install

pip install faiss-cpu  # or faiss-gpu

Invoke

Build IndexFlatIP / IVF indexes over embeddings for fast kNN retrieval.

Alternatives

No reviewed alternatives recorded yet.