faiss-rs
raft
faiss-rs | raft | |
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2 | 3 | |
185 | 614 | |
- | 4.7% | |
6.3 | 9.5 | |
about 1 month ago | 2 days ago | |
Rust | Cuda | |
Apache License 2.0 | Apache License 2.0 |
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faiss-rs
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Do we really need a specialized vector database?
Rewriting pgvector in Rust can enable the code to be organized in a more modern and extensible way. Rust's ecosystem is also very rich, with existing Rust bindings such as faiss-rs.
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Faiss: A library for efficient similarity search
I know rust has beings to FAISS (see https://github.com/Enet4/faiss-rs), I don't know if there's anything that would be considered comparable. Alot of work has gone into FAISS
raft
What are some alternatives?
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
faiss - A library for efficient similarity search and clustering of dense vectors.
pgvecto.rs - Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
hnswlib - Header-only C++/python library for fast approximate nearest neighbors
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
hnsqlite - hnsqlite integrates hnswlib and sqlite for simple text embedding search
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Milvus - A cloud-native vector database, storage for next generation AI applications
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
vimGPT - Browse the web with GPT-4V and Vimium