# LearningCircuit/local-deep-research - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 69.7 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Python
- **GitHub Stars**: 9,181
- **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.

## Contributor Metrics
- **Time to First Response**: ~27.0 hours
- **External PR Merge Rate**: 81.5%
- **First-Timer Success Rate**: 64.7%
- **Maintainers Active**: 23

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~27.0 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/LearningCircuit/local-deep-research)