production-RAG-pipeline brentonbluehouse · PARTIAL
Production RAG system for querying AI research papers. Hybrid retrieval (BM25 + vectors), cross-encoder reranking, citation enforcement, and CI-gated RAGAs evaluation.
github.com/brentonbluehouse/production-RAG-pipeline · ★ 1 · Forks 0 · Size 1.2 MB
SUMMARY
Technologies 15
Scored 12
Observed 12
Practices 6
Evidence 16
Skips 3
COVERAGE
Analyzed 35 files · 33 commits · 0 API calls
TECHNOLOGIES & DEPTH
JSON LANGUAGE Depth 70
2 files · PRODUCTION
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
YAML LANGUAGE Depth 70
1 files · PRODUCTION
JavaScript LANGUAGE Depth 70
5 files · PRODUCTION
Python LANGUAGE Depth 70
10 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
npm BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 58
1 files · PRODUCTION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
React FRAMEWORK Depth 62
2 files · PRODUCTION
Uvicorn LIBRARY Depth —
0 files · config only
Vite BUILD_TOOL Depth 41
1 files · PRODUCTION
pytest TESTING Depth —
0 files · config only
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · observedcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-05-19
Last commit 2026-07-28
Active months 3
Commits 33