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diskann

An Approximate Nearest Neighbors library in Rust, based on random projections and LMDB and optimized for memory usage 💥

Rust
277
6 小时前

A low-latency, billion-scale, and updatable graph-based vector store on SSD.

Jupyter Notebook
57
9 天前

DiskRAG is a high-performance vector search system built on top of DiskANN.

Python
22
1 个月前

Julia Implementation of Low Memory Disk ANN (LM-DiskANN)

Julia
6
2 个月前

DiskANN in Pure Rust — Built for Large-Scale Approximate Nearest Neighbor Search.

Rust
3
15 天前

Python source code files to visualize DiskANNs Latency Throughput graph

Python
1
2 年前

MATBot is an intelligent assistant designed to troubleshoot MATLAB software-related issues. The application leverages RAG (Retrieval-Augmented Generation) architecture and LLM models to provide accurate, contextual solutions to common MATLAB problems by drawing from official MathWorks documentation.

Python
0
4 个月前

Mini Disk-ANN, a project for class of Software Development for Information Systems, DIT UOA, Winter 2024.

C++
0
1 个月前