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RAG-based chatbot that helps you to sleep better, be healthier and more productive (at least, that is the idea)

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iat481-nlp-proj

IAT481 Exploring Artificial Intelligence: Its Use, Concepts, and Impact

Final Project

Team members:

  • Sorren Jao
  • Grigory Gogin

System Requirements:

  • Python 3.12

Quick Start:

  • To set up the application on a new machine, execute prepare.bat (Windows) and wait till it completes its job (can take up a long time due to a large number of dependencies needed to be installed).
  • Execute run.bat (Windows) to launch the chatbot (the very first launch can take a while as it will download a 4GB variant of Llama-2 first).
  • Use ingest_docs.bat to update the vector store after adding more data to the Q&A sheet.

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RAG-based chatbot that helps you to sleep better, be healthier and more productive (at least, that is the idea)

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  • Jupyter Notebook 94.5%
  • Python 5.3%
  • Batchfile 0.2%