AIE5-Demo / chainlit.md
deepali1021's picture
Added uc lock and chainlit md
b122a6c

πŸ“ About

Welcome to this Paul Graham Essay Bot - a friendly AI-powered system that demonstrates the power of Retrieval Augmented Generation using completely open source models! This application leverages modern AI technology to provide intelligent answers to your questions based on a collection of essays by Paul Graham, covering topics such as programming languages, startup culture, spam filtering, design principles, and the philosophy of hacking and innovation.

✨ Features

  • Open Source Models: Powered by NousResearch/Meta-Llama-3.1-8B-Instruct for text generation and Snowflake/snowflake-arctic-embed-m for embeddings
  • HuggingFace Integration: Models deployed as serving endpoints on HuggingFace
  • Intelligent Retrieval: Utilizes RAG (Retrieval Augmented Generation) for accurate and contextual responses
  • Fast & Responsive: Async processing for quick responses even with large document collections
  • Content-Focused: Explore ideas and concepts from the essays, not just information about the author

πŸ€” Example Questions

  • "What are some key strategies for starting a successful startup?"
  • "Why is Silicon Valley considered a hub for tech innovation?"
  • "How can good design improve user experience in technology products?"