> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ajayji.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Simplified RAG

> Chat with Your Documents

**aj** also offers a simplified, out-of-the-box RAG experience directly within the chat interface for your on-device models.

**How It Works:**

1. **Import Your Documents:** The app includes a user-friendly **PDF Import Wizard** that guides you through importing your documents.
2. **Select Your Context:** When chatting with any of your on-device models, a new option in the chat interface allows you to select one of your vector stores.
3. **Ask Questions:** When you send a message, the app first performs a semantic search on the selected vector store to find the most relevant information.
4. **Get Grounded Responses:** This retrieved context is then combined with your question and sent to the on-device model.

**The "Smart" Context System:**

The system is designed to be intelligent. If you ask a question and your selected vector store contains relevant information, the model will use it. However, if your question is a general one, the system will automatically fall back to a "general conversation" mode.