Stars
Boosting Accuracy and Efficiency for Vector Retrieval with Local Scaling Graph
Implementation of the paper "Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search" by Severo et al.
DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling …
Companion repo for a NeurIPS 2022 paper "A Multilabel Classification Framework for Approximate Nearest Neighbor Search"
⚡ Faster vector search with PDX: A vertical data layout for vectors
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.
An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.
Source code for the paper: "tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space", SIGMOD 2022
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
UCB EECS126 : probability theory and random processes.
Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning
Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"
Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.
Implementation of "Efficient Multi-vector Dense Retrieval with Bit Vectors", ECIR 2024
This is the source code of the method proposed in paper: Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search (accepted by SIGMOD 2025).
CCHv2 - A powerful contest helper for CodeForces, developed with NW.js.
This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs
The official GitHub page for the survey paper "A Survey of Large Language Models".
Repository related to the Dynamic Exploration Graph and its previous iterations.
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
🦀 Small exercises to get you used to reading and writing Rust code!