SmartRAG

SmartRAG is a simple and powerful tool that lets you interact with both website URLs and document files in one place. It’s built using the Next.js FastAPI Starter, a boilerplate that combines Next.js with FastAPI for a seamless hybrid architecture.

The best feature of SmartRAG is that you can interact with both Website URL and Document simultaneously, as demonstrated in the following demo:

demo.mp4

How It Works

• The FastAPI server is integrated into the Next.js app under /api/.
• Requests to /api/py/:path* are mapped to the FastAPI server hosted in the /api folder using next.config.js.
• On localhost, FastAPI runs at http://127.0.0.1:8000, and in production, it works as a serverless function hosted on Vercel.
• Both FastAPI and Next.js Route Handlers are available on the same domain, making it easy to handle requests.

Getting Started

First, clone this repository by using the following command:

git clone https://github.com/prsdm/smart-rag.git

cd smart-rag

After that create and activate a virtual environment (this step is optional):

python3 -m venv venv
source venv/bin/activate

Then, install the dependencies:

yarn
# or
npm install 
# or
pnpm install

Finally, run the development server(python dependencies will be installed automatically here):

yarn dev
# or
npm run dev 
# or
pnpm dev

Open http://localhost:3000 with your browser to see the result.

The FastApi server will be running on http://127.0.0.1:8000 – feel free to change the port in package.json (you'll also need to update it in next.config.js)

License

Copyright © 2024, Prasad Mahamulkar.

Released under the MIT License.