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Lightweight GenAI chatbot using TinyLlama, LangChain, and Chroma for instant college data queries.

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adnaen/rag-chatbot

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A RAG chatbot that helps college website visitors to get accurate, context-aware answers by combining retrieval-based search with generative AI.

Do

scrap the data before start

make scrap  # to scrap data.

then,

make index  # add the retrived data into vector store.

download model locally

make download-model
  • About Model
` `
Model used TinyLlama-1.1b-chat-v1.0
Architecture LlaMa
Quantized true
Size 1.17 GB

run the backend

make run-api

run frontend

make run-ui

Note

All this response based on the latest college website data. Please verify important needs before proceed.

License

MIT

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Lightweight GenAI chatbot using TinyLlama, LangChain, and Chroma for instant college data queries.

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