GitSocial · Repository PassportPARTIAL · 2026-10-01Z

RAG-Chatbot-Backend dev-sire · PARTIAL

RAG-powered AI Chatbot Backend: FastAPI service using the Gemini API and Qdrant for vector search. Features: async operations, clean service architecture, and full Dockerization.

github.com/dev-sire/RAG-Chatbot-Backend · ★ 1 · Forks 0 · Size 74 KB

SUMMARY

Technologies 17
Scored 11
Observed 11
Practices 6
Evidence 19
Skips 6

COVERAGE

Analyzed 32 files · 7 commits · 0 API calls

TECHNOLOGIES & DEPTH

Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
23 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
Black QUALITY Depth —
0 files · config only
FastAPI FRAMEWORK Depth 74
5 files · PRODUCTION
HTTPX LIBRARY Depth —
0 files · config only
PostgreSQL DATABASE Depth 81
2 files · CONFIGURATION, PRODUCTION
Pydantic LIBRARY Depth 70
4 files · PRODUCTION
Ruff QUALITY Depth —
0 files · config only
SQLAlchemy LIBRARY Depth 58
1 files · PRODUCTION
Uvicorn LIBRARY Depth 58
1 files · PRODUCTION
mypy QUALITY Depth —
0 files · config only
pytest TESTING Depth —
0 files · config only
python-dotenv LIBRARY Depth —
0 files · config only

PRACTICES

documentation · observedautomated_tests · absentcontinuous_integration · absentcontainerization · observedlinting · observedformatting · absent

ACTIVITY & OWNERSHIP

First commit 2025-12-09
Last commit 2025-12-09
Active months 1
Commits 7

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