ทวีตที่ปักหมุด
Built an AI chatbot called LangBot 🤖
I wanted to go beyond a basic Q&A bot and build something that could actually feel useful:
• hold natural conversations
• remember context across multiple threads
• search a custom knowledge base using RAG
• use tools like web search, math, and weather when needed
• has a analytical dashboard
So I built LangBot with:
⚡ Google Gemini
🦜 LangChain + LangGraph
📚 ChromaDB
🎨 Streamlit
This project taught me a lot about LLM orchestration, memory, retrieval, and building assistants that do more than just generate text.
Still improving it — but excited about where it can go next 🚀
#AI #LLM #LangChain #RAG #DataScience #MachineLearning #Innovation #TechProjects #GoogleGemini #Project #Learning #Connect
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