QWASSONT

• 

  Sample Frontend

Problem Statement

Track 3. From Guesswork to Governance: Automating Geo-Regulation with LLM

Development tools

GitHub, Docker, Vite (React, TypeScript + SWC), FastAPI Backend, MongoDB

APIs used in the project

Dify

Assets used in the project

Gemini 2.5 Flash Knowledge Base ( Cohere Reranker 3.5 , Online Vector DB (Dify handled) / Gemini Embedding 004)

Libraries used in the project

fastapi uvicorn[standard] pydantic>=2.6 pydantic-settings pymongo>=4.6 httpx python-dotenv python-multipart

Built With

• dify
• docker
• fastapi
• gemini
• mongodb
• react
• vite