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Top 4 Rust recommender-system 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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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
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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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PERSIA
High performance distributed framework for training deep learning recommendation models based on PyTorch.
Project mention: Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant | dev.to | 2024-04-25I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours.
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!
Rust recommender-system related posts
- An efficient library for nearest neighbor search in native rust
- Researchers Introduce ‘PERSIA’: A PyTorch-Based System for Training Large Scale Deep Learning Recommendation Models up to 100 Trillion Parameters
- [R] Kwai, Kuaishou & ETH Zürich Propose PERSIA, a Distributed Training System That Supports Deep Learning-Based Recommenders of up to 100 Trillion Parameters
- Hora, an blazingly fast AI Similarity search algorithm library (IOS Version)
- Hora: Efficient approximate nearest neighbor search algorithms in Rust
- [Project] Announcing Hora 0.1.1, an blazingly fast AI Similarity search algorithm library
- [Project] Announcing Hora 0.1.0, an blazingly fast approximate nearest neighbor search algorithm library
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A note from our sponsor - InfluxDB
www.influxdata.com | 25 Apr 2024
Index
What are some of the best open-source recommender-system projects in Rust? This list will help you:
Project | Stars | |
---|---|---|
1 | qdrant | 17,839 |
2 | hora | 2,554 |
3 | PERSIA | 382 |
4 | serenade | 77 |
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