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# Welcome to ChainlitLnggraphAdvancedRAGwith selfreflection! ππ€
Hello, Developer! π 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 π
- **Embedding Model:** Utilizing Snowflake Arctic Embed for nuanced understanding and communication π¬
- **Chainlit:** The backbone of my assistant bot's deployment!π€
## 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! π»π
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