Approximate Nearest Neighbor Search / Vector Search

• ANN Benchmarks
• Faiss
  • Pytorch Interop
  • Sharding Indices
  • Contrib Modules (pytorch, clusterng, on disk)
  • Faiss: The Missing Manual | Pinecone
• Distributed Faiss
  • Autofaiss
  • faiss tips
• DiskANN
• NGT
• pynndescent
• GitHub - rapidsai/raft: RAFT contains fundamental widely-used algorithms and primitives for data science, graph and machine learning.

Approximate Nearest Neighbor Search / Vector Search

Open Source

Libraries

• GitHub - marqo-ai/marqo: Tensor search for humans.
• GitHub - jiggy-ai/hnsqlite: Minimal integration of hnswlib and sqlite for text embedding and indexing

Databases and Search Engines