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Fastembed-rs
RAG & Retrieval
Rust library for generating vector embeddings and reranking locally without Tokio dependencies
Rust
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Latest v5.17.2 · 6d ago
Security brief →
Features
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Synchronous embedding generation (no Tokio required)
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High‑performance ONNX inference via @pykeio/ort
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Fast tokenization with @huggingface/tokenizers
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Supports many pre‑trained text, sparse, and image models
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Local reranking capability
No immediate action
v5.17.2
Breaking risk
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cosine_similarity + doc fix + deps update
No immediate action
v5.17.0
New feature
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Similarity helpers + CI & deps updates
No immediate action
v5.16.2
Bug fix
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qwen3 + nomic-v2-moe bug fixes + docs
No immediate action
v5.16.0
New feature
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Quantized Gemma-300m variants
No immediate action
v5.15.0
New feature
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ONNX Runtime intra‑op threads
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Rust
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