Streamlit

Overview GovIntel is a local-first federal procurement intelligence system. It imports public USAspending contract awards, stores them in PostgreSQL, builds a Chroma-backed retrieval index, and generates citation-grounded market briefs through a FastAPI API and Streamlit UI. The project is positioned as a public applied-AI engineering system: a working RAG product surface with ingestion, retrieval, analytics, generation, citation guardrails, Dockerized local setup, CI, tests, and a walkthrough. Links GitHub Repository UI Walkthrough Status GovIntel is presented as a public RAG system with a reviewable end-to-end path: seed contract data, build the retrieval index, run the FastAPI service, open the Streamlit UI, ask a procurement question, and inspect the cited award evidence. ...