Upload Regulation Document (PDF)

Text Extraction

RAG Pipeline (Inference)

Vector Database (Pinecone / Weaviate / ChromaDB)

Embedding Generation Create vector embeddings using OpenAI / Sentence- Transformers

File Storage AWS S3 / GCP Cloud so

Database (PostgreSQL)

Database (PostgreSQL)

RAG Pipeline (Inference) Augment Prompt Send to LLM (GPT-4 / Claude)

Dashboard & Insights (React + FastAPI + Tailwind)

Continuous Monitoring

User Query / Task

Retrieve relevant chunks