# Welcome to TheDataGuy Chat! 👋

## About

This chat application allows you to ask questions about topics covered in [TheDataGuy](https://thedataguy.pro)'s blog, including:

- **RAGAS**: Evaluation frameworks for LLM applications
- **Research Agents**: Building and evaluating AI agents
- **Metric-Driven Development**: Data-centric approaches to development
- **RAG Systems**: Retrieval Augmented Generation techniques
- **Data Science Best Practices**: Strategies for effective data work

## How To Use

1. **Ask a question** related to any topic covered in the blog
2. The system will **search for relevant content** from the blog posts
3. You'll receive an **informative response** with links to the original articles

## Examples

Try asking questions like:
- "What is RAGAS and how does it help evaluate LLM applications?"
- "How can I build a research agent with RSS feed support?"
- "What are the key principles of metric-driven development?"
- "How do I evaluate RAG systems effectively?"

## Under The Hood

This application uses Snowflake Arctic Embeddings, Qdrant Vector Database, LangChain, and GPT-4o-mini to provide accurate and helpful responses based on blog content.

For more details, check out the [GitHub repository](https://github.com/mafzaal/lets-talk).

Happy chatting! 💬