Welcome to TheDataGuy Chat! 👋
About
This chat application allows you to ask questions about topics covered in TheDataGuy'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
- Ask a question related to any topic covered in the blog
- The system will search for relevant content from the blog posts
- 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.
Happy chatting! 💬