Top Rust Embeddings repositories on GitHub

A vector index built on TurboQuant, written in Rust with Python bindings

• ann
• avx512
• embeddings
• faiss
• nearest-neighbor
• neon

Open Lakehouse Format for Multimodal AI. 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..

• machine-learning
• computer-vision
• data-format
• deep-learning
• python
• apache-arrow

Postgres with GPUs for ML/AI apps.

• ml
• machine-learning
• ai
• ann
• artificial-intelligence
• classification

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

• machine-learning
• python
• data-engineering
• distributed-computing
• rust
• big-data

A blazing fast inference solution for text embeddings models

• ai
• embeddings
• huggingface
• llm
• ml

Semantic search and document parsing tools for the command line

• cli
• embeddings
• parser
• rust
• search
• semantic

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.

• ai
• embeddings
• javascript
• llm
• ml
• python

Rust library for generating vector embeddings and reranking locally!

• embeddings
• rag
• retrieval
• retrieval-augmented-generation
• vector-search
• fastembed

PostgreSQL vector database extension for building AI applications

• ai
• vector
• database
• postgres
• postgresql
• embeddings

Believe in AI democratization. llama for nodejs backed by llama-rs, llama.cpp and rwkv.cpp, work locally on your laptop CPU. support llama/alpaca/gpt4all/vicuna/rwkv model.

• ai
• gpt
• large-language-models
• llama
• llama-rs
• llm

Embedded relational database and native Rust data API.

• oltp
• query-engine
• rust
• sql
• embeddings
• data

GraphRAG-rs is a high-performance, state-of-the-art Rust implementation of GraphRAG (Graph-based Retrieval Augmented Generation) that builds knowledge graphs from documents and enables natural language querying with configurable entity extraction and local LLM integration

• ai
• embeddings
• entity-extraction
• graphrag
• knowledge-graph
• llama-cpp

A prior-art search for your code ideas — has this dev tool already been shipped?

• cli
• developer-tools
• ollama
• rust
• search
• tui

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

• ai
• cli
• code-search
• developer-tools
• graphrag
• mcp-server

A tiny embedding database in pure Rust.

• embeddings
• embeddings-similarity
• machine-learning
• rust
• search-engines
• similarity-search

Build production-ready backends in minutes

• api
• deno
• graphql
• postgres
• rust
• typescript

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

• audio
• diarization
• embeddings
• rust
• sherpa
• speech-recognition

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

• ai
• llm
• mcp
• mcp-server
• rust
• rustlang

A Redis-compatable key-value store. Up to 10x faster. Native vector support.

• lux
• redis
• database
• embeddings
• rust
• vector