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This project presents an innovative NLP-based Q&A system tailored for drilling reports generated during the drilling process. Leveraging state-of-the-art natural language processing techniques, the system efficiently extracts valuable insights from drilling reports, enabling users to pose specific questions and obtain accurate, contextual answers.

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fazliimam/ADNOC_NLP_QuestionAndAnswering_System

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ADNOC_NLP_QuestionAndAnswering_System

This project presents an innovative NLP-based Q&A system tailored for drilling reports generated during the drilling process. Leveraging state-of-the-art natural language processing techniques, the system efficiently extracts valuable insights from drilling reports, enabling users to pose specific questions and obtain accurate, contextual answers.

To Run:

  1. Clone this repository.
  2. Create an environment with fastapi, openai and uvicorn installed.
  3. Activate the environment.
  4. Run uvicorn semantic_search: app --reload in the terminal.
  5. Go to http://127.0.0.1:8000/docs to see the app in action.

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This project presents an innovative NLP-based Q&A system tailored for drilling reports generated during the drilling process. Leveraging state-of-the-art natural language processing techniques, the system efficiently extracts valuable insights from drilling reports, enabling users to pose specific questions and obtain accurate, contextual answers.

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