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GitHub repos gaining traction - what high-signal users are starring and what's climbing the board, captured daily and enriched from GitHub. Raw material for spotting new tech and patterns worth building on.
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14 repos
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Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
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Anserini is a Lucene toolkit for reproducible information retrieval research
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📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
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Find code by asking what it does. A CLI for coding agents that uses Jev to discover relevant files and source context.
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RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
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Generative Representational Instruction Tuning
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The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
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Implementation for AutoIndex: Learning Representation Programs for Retrieval
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~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
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Doing simple retrieval from LLM models at various context lengths to measure accuracy
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[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
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Open Source AI Platform - AI Chat with advanced features that works with every LLM
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An extensive and commented list of resources on Late-Interaction Multivector Retrieval.
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High-quality search for AI-native applications.