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Offline FAQ/Reasoning Chatbot with RAG

Create a RAG from any data source (docx, txt, etc) and use it as a FAQ chatbot without answering out of context answer and streaming

Description

Provide documents, get answers.

Getting Started

Dependencies

  • Use Python 3.9
  • Setup Ollama with llama 2 7b-chat or any other model from Ollama (You will have to make changes in query.py)
  • pip install -r requirements.txt
  • Keep files in data/Docx or change the path in create_data.py

Executing program

  • First run create_data.py
python create_data.py
  • Second run query.py (It takes string in command line argument as input)
python query.py "What is Love"

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