/ListenAI_IBM_Hack_Challenge

IBM Hack Challenge 2023 winning Project.

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LISTNER - AI-Based Life Assistance Chatbot Integration For Public Welfare.


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Category:

Artificial Intelligence

Skills Required:

Python, Machine Learning, Numpy, Pandas, Python-Flask

Description:

Chatbot Development: Design and develop an AI-powered chatbot capable of providing assistance and support in multiple areas, such as domestic violence reporting, mental health counseling, career guidance, and emergency contacts. The chatbot will utilize the following:

A. Utilize Flask, a web framework for Python, to develop the backend infrastructure of the chatbot. B. Integrate the WhatsApp or Telegram API to enable seamless message communication between users and the chatbot. C. Incorporate OpenAI GPT or a similar NLP API to understand and respond effectively to user queries. D. Implement sentiment analysis API to extract emotional insights from conversations, enabling the chatbot to provide empathetic and personalized support. E. Utilize Twilio API or a similar solution for sending SMS or phone notifications to support staff in high-risk situations.

Main Features:

  • A. ListenAI will be able to provide assistance and support in multiple areas 24/7.
  • B. ListenAI will be able to answer in multiple languages.
  • C. ListenAI will be able to provide voice assistance via speech recognition.
  • D. ListenAI will be able to detect the user's emotions via sentiment analysis and provide personalized support.
  • E. ListenAI will be able to provide emergency contacts and support staff in high-risk situations.
  • F. Users will be able to access ListenAI via WhatsApp.
  • G. Users will be able to choose the AI model they want to interact with - GPT-3 or LLAMA2 (fine-tuned).

Future Scope:

  • A. ListenAI will be able to provide set up reminders for users and maintain a timeline of their activities.
  • B. ListenAI will be able to speak to users.

Team Members: