RAG-pipeline Sahil002620Q · PARTIAL
A modular, framework-free RAG server & database management hub with an embeddable AI chat widget generator. Built with FastAPI, ChromaDB, Sentence-Transformers, and supports local (Ollama) or cloud (Groq) LLMs. Easily ingest PDFs, test queries live, and deploy custom context-grounded AI assistants to any website via a simple JS snippet.
github.com/Sahil002620Q/RAG-pipeline · ★ 0 · Forks 0 · Size 37 KB
SUMMARY
Technologies 9
Scored 7
Observed 7
Practices 6
Evidence 10
Skips 2
COVERAGE
Analyzed 20 files · 4 commits · 0 API calls
TECHNOLOGIES & DEPTH
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
9 files · PRODUCTION
JavaScript LANGUAGE Depth 70
1 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 58
1 files · PRODUCTION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
Requests LIBRARY Depth 62
2 files · PRODUCTION
Uvicorn LIBRARY Depth —
0 files · config only
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-07-10
Last commit 2026-07-26
Active months 1
Commits 4