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chainlit.md
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# Welcome to ChainlitLnggraphAdvancedRAGwith selfreflection! 🚀🤖
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Hello, Developer! 👋 Welcome to the MentalMind Assistant Bot powered by cutting-edge advanced and pricy technology!
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## Useful Information
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- **Qdrant:** My document is a blend of structured and unstructured data! I've optimized text preprocessing to enhance retrieval efficiency..
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- **Vector Store:** Leveraging FAIZZ for seamless indexing of Airbnb-10k documents. Once indexed, I retrieve answers in a flash!
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- **LLM:** MetaLlam 3-8b Instruct! Customized prompt templates empower accurate responses. system/user/assistant 📚
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- **Embedding Model:** Utilizing Snowflake Arctic Embed for nuanced understanding and communication 💬
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- **Chainlit:** The backbone of my assistant bot's deployment!🤖
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## AIMakerSpace
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Special thanks to the AI MakerSpace Team!
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I'm eager to Build, Ship, and Share more innovations with you like a legend! Happy coding! 💻😊
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