Python · MIT
LearningCircuit/local-deep-research
~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.
★ 9.5k
Stars
903 forks · 1.3k open issues
+9.3/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
45.9
Momentum / 100
see the breakdown below
21mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 19.4 | +9.3/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.75× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 11.5 | 9.5k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 45.9 | sum of the above |
Detail
| Topics | academiaanthropicarxivbravedeep-researchencryptionhome-automationhomeserverlocallocal-deep-researchlocal-llmmistralollamaopenaipubmedresearchresearch-toolretrieval-augmented-generationsearxngself-hosted |
| Matched on | RAG (retrieval-augmented-generation) |
| Short window | +65 stars over 7 days = 9.3/day |
| Long window | +323 stars over 26 days = 12.4/day |
| Lifetime average | 14.99 stars/day over 634 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |