MentorMate-SSS 4F71 · PARTIAL
Production RAG chatbot serving 3,232 Q&As with <3s latency and ~95% accuracy using LangChain and ChromaDB
github.com/4F71/MentorMate-SSS · ★ 2 · Forks 0 · Size 244 KB
SUMMARY
Technologies 10
Scored 5
Observed 5
Practices 6
Evidence 11
Skips 5
COVERAGE
Analyzed 16 files · 11 commits · 0 API calls
TECHNOLOGIES & DEPTH
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
2 files · PRODUCTION
Python LANGUAGE Depth 70
4 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
HTTPX LIBRARY Depth —
0 files · config only
NumPy LIBRARY Depth —
0 files · config only
Pydantic LIBRARY Depth —
0 files · config only
Redis CACHE Depth 69
2 files · CONFIGURATION
Requests LIBRARY Depth —
0 files · config only
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2025-12-28
Last commit 2025-12-28
Active months 1
Commits 11