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Top 3 Rust nearest-neighbor-search 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/
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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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pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
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Vector Databases: Qdrant for efficient data storage and retrieval.
To evaluate the performance metrics in comparison to the original vector approach, we conducted benchmarking using the dbpedia-entities-openai3-text-embedding-3-large-3072-1M dataset. The benchmark was performed on a Google Cloud virtual machine (VM) with specifications of n2-standard-8, which includes 8 virtual CPUs and 32GB of memory. We used pgvecto.rs v0.2.1 as the vector database.
Would this[1] library help you? It's a Rust vector similarity search engine, written to be compiled to Wasm. I discovered it through articles like these[2].
[1] https://github.com/tantaraio/voy
Rust nearest-neighbor-search discussion
Rust nearest-neighbor-search related posts
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My binary vector search is better than your FP32 vectors
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024 -
Ask HN: Semantic Vector Searching in WASM?
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Voy โ A WASM vector similarity search written in Rust
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Do we really need a specialized vector database?
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Show HN: Client-Side WASM Vector Search
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[P] NNextDB (read: โnextdbโ), an open-source, blazingly fast โก๏ธ, vector search database to power your AI apps ๐ฆพ.
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A note from our sponsor - SaaSHub
www.saashub.com | 16 Jun 2024
Index
What are some of the best open-source nearest-neighbor-search projects in Rust? This list will help you:
Project | Stars | |
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1 | qdrant | 18,501 |
2 | pgvecto.rs | 1,489 |
3 | voy | 756 |