# Welcome to ChainlitLnggraphAdvancedRAGwith selfreflection! 🚀🤖

Hello, Developer! 👋 Welcome to the MentalMind Assistant Bot powered by cutting-edge advanced and pricy technology!

## Useful Information

- **Qdrant:** My document is a blend of structured and unstructured data! I've optimized text preprocessing to enhance retrieval efficiency..
- **Vector Store:** Leveraging FAIZZ for seamless indexing of Airbnb-10k documents. Once indexed, I retrieve answers in a flash!
- **LLM:** MetaLlam 3-8b Instruct! Customized prompt templates empower accurate responses. system/user/assistant 📚
- **Embedding Model:** Utilizing Snowflake Arctic Embed for nuanced understanding and communication 💬
- **Chainlit:**  The backbone of my assistant bot's deployment!🤖


## AIMakerSpace

Special thanks to the AI MakerSpace Team!

I'm eager to Build, Ship, and Share more innovations with you like a legend! Happy coding! 💻😊