Rag

Status GovtIntel is in progress. It should be read as a current build, not as shipped product proof yet. The current repository has the structure for a federal procurement intelligence engine: ingestion modules, BM25 and vector retrieval scaffolding, prompt templates, FastAPI routes, typed models, and tests. The analysis endpoint is still a stub while the full RAG pipeline, demo, and evaluation suite are being completed. What It Is For Federal procurement data is useful but hard to scan quickly. The goal of GovtIntel is to turn contract records into structured intelligence briefs: contractor patterns, agency spending questions, market-entry signals, and evidence-backed answers over procurement data. ...