zamalali/DeepGit
An agentic workflow that uses LLMs and hybrid retrieval to perform deep research across GitHub repositories.
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DeepGit is a Langgraph-based autonomous agent designed for intelligent GitHub repository discovery and analysis. It combines multi-dimensional ColBERT v2 embeddings with cross-encoder re-ranking to match user queries against repositories. The system includes hardware-aware filtering and activity analysis to rank results by relevance and quality. It orchestrates multiple specialized tools through an agentic pipeline for query expansion, retrieval, and ranking.
Frequently asked
- What is zamalali/DeepGit?
- An agentic workflow that uses LLMs and hybrid retrieval to perform deep research across GitHub repositories.
- Is DeepGit open source?
- Yes — zamalali/DeepGit is an open-source project tracked on heatdrop.
- What language is DeepGit written in?
- zamalali/DeepGit is primarily written in Python.
- How popular is DeepGit?
- zamalali/DeepGit has 893 stars on GitHub.
- Where can I find DeepGit?
- zamalali/DeepGit is on GitHub at https://github.com/zamalali/DeepGit.