A simple RAG application designed to upload and query your PDF files, built with Python and Next.js, hosted on AWS and Vercel.
- Python
- FastAPI
- Nextjs
- TypeScript
- LangChain
- Pinecone
- AWS S3
- OpenAI API
- Clone the repo
git clone https://github.com/ekcm/Digital-Brain.git- Create a .env file in both the Backend and Frontend folder
Backend:
OPENAI_API_KEY=<<your-openai-api-key>>
PINECONE_API_KEY=<<your-pinecone-api-key>>
AWS_ACCESS_KEY_ID=<<your-aws-access-key-id>>
AWS_SECRET_ACCESS_KEY=<<your-aws-secret-access-key>>
AWS_BUCKET_NAME=<<your-aws-bucket-name>>
AWS_REGION=<<your-aws-region>>Frontend:
NEXT_PUBLIC_BACKEND_API_URL=http://0.0.0.0:8000/v1 # reference for local development only- Run Docker Compose to start the application
docker-compose up -d- Access the application on the Frontend at
http://localhost:3000
You can also access the backend api docs at http://localhost:8000/docs