BIP Aides

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  • RAG
  • Eligibility
  • Explainability
  • SaaS
Architecture
Hybrid RAG pipeline: deterministic rules engine for strict eligibility + vector search (pgvector HNSW, e5-base embeddings) for contextualization.
Stack & Delivery
FastAPI · Next.js 16 · PostgreSQL (pgvector). 3-app monorepo (API + Web + Ingestion). Stripe billing. Deployed on Railway + Vercel.

Detailed content coming soon.