Skip to content

EmbedAnything

RAG & Retrieval

A minimalist, high‑performance Rust embedding pipeline for multimodal data (text, image, audio, PDFs) that streams embeddings directly to a vector database.

Rust Latest v0.7.1 · 16d ago Security brief →

Features

  • No PyTorch dependency – low‑memory, easy cloud deployment
  • Highly modular with one‑line vector DB adapter selection
  • Supports Candle, ONNX, and cloud models for dense/sparse/late‑interaction embeddings
  • Multimodal ingestion (text, images, audio, PDFs) with built‑in chunking methods
  • GPU acceleration and pre‑built Docker image (`starlightsearch/embedanything-server`)

Recent releases

View all 1 releases →
No immediate action
v0.7.1 Breaking risk

Gemma3 embedding

Weekly OSS security release digest.

The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.

No spam, unsubscribe anytime.

About

Stars
1,283
Forks
139
Languages
Rust Python Dockerfile

Community & Support

Beta — feedback welcome: [email protected]