brtholomy / hnsw
HNSW tutorial
☆137Updated last year
Alternatives and similar repositories for hnsw:
Users that are interested in hnsw are comparing it to the libraries listed below
- build your own vector database -- the littlest hnsw☆58Updated 4 months ago
- Implementation of the paper "Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search" by Severo et al.☆78Updated 3 months ago
- Lightweight Nearest Neighbors with Flexible Backends☆272Updated 2 months ago
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆76Updated 2 months ago
- Full text search that feels like a numpy array☆236Updated 2 weeks ago
- A Detailed Introduction to My Favorite Statistical Measure, Hoeffding's D☆96Updated last year
- Heirarchical Navigable Small Worlds☆96Updated last month
- ☆578Updated 2 weeks ago
- ☆163Updated 11 months ago
- Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few l…☆284Updated last week
- The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.☆385Updated 2 months ago
- Neural Search☆355Updated last month
- Fast, SQL powered, in-process vector search for any language with an SQLite driver☆300Updated 6 months ago
- Absolute minimalistic implementation of a GPT-like transformer using only numpy (<650 lines).☆251Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆143Updated last week
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆36Updated 3 weeks ago
- The fastest ACID-transactional persisted Key-Value store designed as modified LSM-Tree for NVMe block-devices with GPU-acceleration and S…☆70Updated 2 years ago
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆175Updated 8 months ago
- A pure NumPy implementation of Mamba.☆222Updated 10 months ago
- ☆241Updated last year
- Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems☆99Updated last month
- Framework for evaluating ANNS algorithms on billion scale datasets.☆376Updated last week
- LLM Analytics☆659Updated 6 months ago
- R.L. methods and techniques.☆175Updated 5 months ago
- A GPU Accelerated Binary Vector Store☆47Updated 2 months ago
- Run and explore Llama models locally with minimal dependencies on CPU☆189Updated 6 months ago
- UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.☆135Updated last month
- Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.☆275Updated last month
- A BERT that you can train on a (gaming) laptop.☆208Updated last year
- A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and full…☆608Updated last month