ReposResponser Muzammil592 · COMPLETED
A conversational RAG system built with LangChain and FastAPI that lets developers query any GitHub codebase in natural language. Uses AST-based code-aware chunking, structure-preserving embeddings, and agentic tool routing to answer questions like "where is auth handled?" with cited file/line references.
github.com/Muzammil592/ReposResponser · ★ 1 · Forks 0 · Size 78 KB
SUMMARY
Technologies 4
Scored 4
Observed 4
Practices 6
Evidence 5
Skips 0
COVERAGE
Analyzed 17 files · 3 commits · 0 API calls
TECHNOLOGIES & DEPTH
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
14 files · PRODUCTION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · absentlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-07-17
Last commit 2026-07-20
Active months 1
Commits 3