Orynth -An AI-powered contributor guide that uses RAG and Gemma to explain GitHub repositories with source citations, transparent evidence, and step-by-step onboarding.
Orynth is an AI-powered open-source contributor guide designed to help beginners understand unfamiliar GitHub repositories and make their first contributions with confidence.
Powered by Retrieval-Augmented Generation (RAG) and Gemma, Orynth retrieves relevant information from repository documentation, including README files and contribution guides, to answer questions using project-specific evidence. It provides source citations and displays the retrieved passages so users can verify answers directly against the original documentation.
Orynth also includes an evidence-based refusal mechanism to reduce unsupported answers and a step-by-step onboarding checklist to help newcomers understand where to start.
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Best Use of Gemma 4
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Best Open-Source AI Project
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Theme 2: RAG Application with Gemma