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Cargo.toml

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rust-version = "1.70"
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description = "Pure-Rust BERT-compatible text embedding inference for local-first applications."
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license = "MIT OR Apache-2.0"
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repository = "https://github.com/tunay/hypembed"
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homepage = "https://tunay.github.io/hypembed/"
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documentation = "https://tunay.github.io/hypembed/api/hypembed/"
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repository = "https://github.com/neuralforgeone/hypembed"
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homepage = "https://neuralforgeone.github.io/hypembed/"
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documentation = "https://neuralforgeone.github.io/hypembed/api/hypembed/"
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readme = "README.md"
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keywords = ["embeddings", "inference", "transformer", "nlp", "bert"]
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categories = ["science", "text-processing"]

LICENSE-MIT

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MIT License
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Copyright (c) 2026 Tunay
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Copyright (c) 2026 neuralforgeone
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal

README.md

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Pure-Rust text embedding inference for local-first applications.
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[![CI](https://github.com/tunay/hypembed/actions/workflows/ci.yml/badge.svg)](https://github.com/tunay/hypembed/actions/workflows/ci.yml)
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[![CI](https://github.com/neuralforgeone/hypembed/actions/workflows/ci.yml/badge.svg)](https://github.com/neuralforgeone/hypembed/actions/workflows/ci.yml)
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[![License: MIT OR Apache-2.0](https://img.shields.io/badge/license-MIT%20OR%20Apache--2.0-blue.svg)](./LICENSE-MIT)
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[![Docs](https://img.shields.io/badge/docs-github.io-black.svg)](https://tunay.github.io/hypembed/)
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[![Docs](https://img.shields.io/badge/docs-github.io-black.svg)](https://neuralforgeone.github.io/hypembed/)
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HypEmbed is a Rust library for generating BERT-compatible text embeddings without Python, ONNX Runtime, libtorch, or hosted inference services. Load local model weights, tokenize input, run the encoder, and get normalized vectors from a small API surface.
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## Documentation
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- Project site: https://tunay.github.io/hypembed/
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- API docs: https://tunay.github.io/hypembed/api/hypembed/
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- Project site: https://neuralforgeone.github.io/hypembed/
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- API docs: https://neuralforgeone.github.io/hypembed/api/hypembed/
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- Architecture notes: [ARCHITECTURE.md](./ARCHITECTURE.md)
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- Product spec: [PRODUCT_SPEC.md](./PRODUCT_SPEC.md)
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- Roadmap: [ROADMAP.md](./ROADMAP.md)

docs/index.html

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</p>
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<div class="actions">
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<a class="button button-primary" href="./api/hypembed/">Open API Docs</a>
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<a class="button button-secondary" href="https://github.com/tunay/hypembed">View on GitHub</a>
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<a class="button button-secondary" href="https://github.com/neuralforgeone/hypembed">View on GitHub</a>
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</div>
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<div class="install-card">
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<span>Install</span>
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</section>
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<section class="grid links-grid">
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<a class="link-card" href="https://github.com/tunay/hypembed/blob/main/README.md">
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<a class="link-card" href="https://github.com/neuralforgeone/hypembed/blob/main/README.md">
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<span class="link-kicker">Start here</span>
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<strong>README</strong>
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<p>Overview, installation, and model directory conventions.</p>
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</a>
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<a class="link-card" href="https://github.com/tunay/hypembed/blob/main/ARCHITECTURE.md">
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<a class="link-card" href="https://github.com/neuralforgeone/hypembed/blob/main/ARCHITECTURE.md">
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<span class="link-kicker">Internals</span>
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<strong>Architecture</strong>
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<p>Tensor engine, tokenizer, model layout, and execution pipeline.</p>
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</a>
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<a class="link-card" href="https://github.com/tunay/hypembed/blob/main/ROADMAP.md">
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<a class="link-card" href="https://github.com/neuralforgeone/hypembed/blob/main/ROADMAP.md">
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<span class="link-kicker">Direction</span>
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<strong>Roadmap</strong>
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<p>Near-term performance work and longer-term model support plans.</p>

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