Upload Regulation Document (PDF)

Text Extraction

Embedding Generation

Create vector embeddings using OpenAI / Sentence-Transformers

File Storage

AWS S3 / GCP Cloud so

RAG Pipeline (Inference)

Vector Database

(Pinecone / Weaviate / ChromaDB)

Database

(PostgreSQL)

Database

(PostgreSQL)

RAG Pipeline (Inference)

Augment Prompt

Send to LLM (GPT-4 / Claude)

Dashboard & Insights

(React + FastAPI + Tailwind)

Continuous Monitoring