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LearningCircuit / local-deep-research
Author description: ~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.
StarTrail-org / LEANN
Author description: [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.
Popularity
Repository stars9,51413,776Highest
Fork9041,282Highest
Maintenance
Last push2026-11-072026-11-03
Maintenance notesNot verifiedNot verified
Repository created2025-02-092025-06-09
License & use
LicenseMIT · PermissiveMIT · Permissive
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeDatabases · Encryption · Retrieval-augmented generationDatabases · Privacy · Retrieval-augmented generation
TypeApps & systemsApps & systems
SubcategoryDatabases & searchDatabases & search
PlatformNot verifiedNot verified
First collected2026-11-032026-11-03
LanguagePythonPython
License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Measured at 2026-11-06 UTC