{"repo":"hivellm/transmutation","free":true,"listed":false,"github":"https://github.com/hivellm/transmutation","clone":"git clone https://github.com/hivellm/transmutation.git","description":"Transmutation is a Rust-based document conversion module designed to transform various file formats into optimized text and image outputs suitable for LLM processing and vector embeddings. Built as a core component of the HiveLLM Vectorizer ecosystem, it leverages [Docling](https://github.com/docling-project) for advanced document understanding.","language":"Rust","stars":32,"topics":["audio","docx","image","markdown","pdf","pptx","rust"],"license":"MIT","category":"media-processing","readme_excerpt":"Transmutation High-performance document conversion engine for AI/LLM embeddings Transmutation is a pure Rust document conversion engine designed to transform various file formats into optimized text and image outputs suitable for LLM processing and vector embeddings. Built as a core component of the HiveLLM Vectorizer ecosystem, Transmutation is a high-performance alternative to Docling , offering superior speed, lower memory usage, and zero runtime dependencies. 🎯 Project Goals - Pure Rust implementation - No Python dependencies, maximum performance - Convert documents to LLM-friendly formats (Markdown, Images, JSON) - Optimize output for embedding generation (text and multimodal) - Maintain maximum quality with minimum size - Competitor to Docling - 98x faster , more efficient, and easier to deploy - Seamless integration with HiveLLM Vectorizer 📊 Benchmark Results Transmutation vs Docling (Fast Mode - Pure Rust): Metric Paper 1 (15 pages) Paper 2 (25 pages) Average -------- -------------------- -------------------- --------- Similarity 76.36% 84.44% 80.40% Speed 108x faster 88x faster 98x faster Time (Docling) 31.36s 40.56s 35s Time (Transmutation) 0.29s 0.46s 0.37s - ✅ 80% similarity - Acceptable for most use cases - ✅ 98x faster - Near-instant conversion - ✅ Pure Rust - No Python/ML dependencies - ✅ Low memory - 50 MB footprint - 🎯 Goal : 95% similarity (Precision Mode with C++ FFI - in development) See BENCHMARK COMPARISON.md for detailed results. 📋 Supported Formats","default_branch":null,"files":null,"tree":[],"storefront":"/r/hivellm","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hivellm/transmutation/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}