Top Rust Embeddings repositories on GitHub

Postgres with GPUs for ML/AI apps.

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

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

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

PostgreSQL vector database extension for building AI applications

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

Rust library for generating vector embeddings, reranking locally!

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

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

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

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

Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.

• ai-memory
• claude
• cognitive-science
• cursor
• embeddings
• fsrs

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

Semantic code searcher and codebase utility

• ai
• cli
• cli-app
• code-search
• developer-tools
• graphrag

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

Web-optimized vector database (written in Rust).

• embeddings
• indexeddb
• pca
• vector-database
• wasm

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

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

High performance embedded vector database

• database
• embeddings
• rust
• vector-database
• ai
• document-retrieval

A robust, cross-platform builder and launcher for Python apps using UV. Built with Rust.

• embeddings
• executable
• python
• rust

Official Rust Implementation of Model2Vec

• embeddings
• model2vec
• nlp
• rust
• word-embeddings

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.

• ai-agents
• clustering
• cognitive-memory
• database
• llm
• mcp

finalfusion embeddings in Rust

• embeddings
• word2vec
• glove
• rust-library
• fasttext
• finalfusion

Distribute and run transformer encoders with a single file.

• edge-ai
• embeddings
• encoder
• grpc
• local-ai
• nlp