rag-chatbot
Pass
Audited by Gen Agent Trust Hub on Jun 19, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [SAFE]: The skill provides instructions for building a standard RAG (Retrieval-Augmented Generation) application using FastAPI, Neon Postgres, and Qdrant.
- [EXTERNAL_DOWNLOADS]: The skill instructs the installation of several standard Python libraries from the official Python Package Index (PyPI). These packages (e.g., fastapi, openai, qdrant-client) are widely used and legitimate tools for the stated purpose.
- [SAFE]: Secret management practices are followed by recommending the use of environment variable templates (.env.example) rather than embedding hardcoded credentials.
- [SAFE]: The logic described for data ingestion and query handling follows standard architectural patterns for semantic search applications.
Audit Metadata