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Top 4 Rust Hnsw Projects
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qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Also compare with qdrant's Rust implementation; they tout their performance. https://github.com/qdrant/qdrant/tree/master/lib/segment/src...
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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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oasysdb
An embedded vector database designed to run on the edge. Lightweight and fast with HNSW indexing algorithm.
Project mention: Show HN: OasysDB, Storing vectors for RAG in Rust simplified | news.ycombinator.com | 2024-02-27
Rust Hnsw related posts
- Show HN: A fast HNSW implementation in Rust
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024
- Qdrant 1.8.0 - Major Performance Enhancements
- Show HN: OasysDB, Storing vectors for RAG in Rust simplified
- Show HN: OasysDB rewritten as embedded and efficient vector database
- Qdrant - Using FastEmbed for Rapid Embedding Generation: A Benchmark and Guide
- Exploring GPTs: ChatGPT in a trench coat?
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A note from our sponsor - WorkOS
workos.com | 29 Mar 2024
Index
What are some of the best open-source Hnsw projects in Rust? This list will help you:
Project | Stars | |
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1 | qdrant | 17,341 |
2 | hora | 2,545 |
3 | instant-distance | 278 |
4 | oasysdb | 169 |