Q&A RAG Demo

Q&A RAG Demo

This demo guides you through the process of setting up a Question and Answering (Q&A) system using the Retrieval-Augmented Generation (RAG) model on SciPhi Cloud. While the steps provided here are tailored for the Q&A RAG pipeline, they can be adapted for other prebuilt pipelines with some minor adjustments specific to each.

Step 1 - Signup

Signup with SciPhi

  1. Visit the SciPhi Cloud App (opens in a new tab).
  2. Sign in with your chosen provider.

Step 2 - Deploy

Deploy your pipeline

  1. Select "Deploy Pipeline".
  2. Choose the "Q&A RAG" card.
  3. Select or create a database.
  4. Enter required secrets, e.g. OPENAI_API_KEY.
  5. Click "Deploy" to initiate your pipeline.

Step 3 - Interact

Interact with your Pipeline

  1. Select your new pipeline in your dashboard.
  2. Navigate to the playground, where you can upload text, PDF, images, and other documents. Then submit search queries and veiw responses with sources.
  3. Refer to the API docs and the sdk docs for more information.

Step 4 - Build

Build your own application

  1. Fork the Q&A RAG Prebuilt (opens in a new tab) on GitHub.
  2. Clone it locally.
  3. Follow the README for setup and local execution.
  4. Integrate with your RAG pipeline and customize as needed.
  5. Deploy to your preferred hosting service or run locally.
  6. Download the Demo Application (opens in a new tab) from GitHub to kickstart your application development.