ai-rag-pipeline

The code fragment describes a coherent RAG orchestration with multiple external tools and a bootstrap installer. While functionally plausible for grounded, cited responses, the download-and-execute installer from a remote domain and broad tool permissions introduce non-trivial supply-chain and data-flow risks. Strengthening provenance, signing, and access controls is essential before deployment in production environments.