Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

the AI-native open-source embedding database

Build production-ready backends in minutes

A vector database for querying meaningfully similar data.

SQL as a Function for Rust

Fast global news: No ads, clickbait, or nonsense

Comparing Rust crates for extracting text from HTML

A blazing fast inference solution for text embeddings models

PostgreSQL vector database extension for building AI applications

next generation vector db built with lmdb bindings

The easiest HNSW vector index you'll ever use.

Blazingly fast word embeddings with Tokenlearn

Rust library for generating vector embeddings, reranking locally

Rust bindings to https://github.com/k2-fsa/sherpa-onnx

Postgres with GPUs for ML/AI apps.

Postgres extensions to support end-to-end Retrieval-Augmented Generation (RAG) pipelines

A candle-rs sentence embedder library & server

HNSW with Rust. For learning proposes.

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Restful API aggregators in Rust which focus on high performance, Rust AI frameworks and smaller size image