README.md

metadata

title: IntegraRAG API
emoji: 🧠
colorFrom: indigo
colorTo: blue
sdk: docker
app_port: 7860
pinned: false

IntegraRAG — RAG-Powered Exam & Assistant API

FastAPI backend with Celery workers for document-based Q&A, exam generation, and AI-graded exam submissions.

conda create -n RAG_API python==3.11 conda activate RAG_API pip install -r requirements.txt

docker run -p 6333:6333 qdrant/qdrant docker run -d -p 6379:6379 redis:7

View The .env

celery -A celery_app.celery_app worker -P threads --loglevel=info uvicorn main:app --host 0.0.0.0 --port 8030 --reload uvicorn webhook:app --reload