Zuzi by Amy-Leigh BraafZuzi by Amy-Leigh Braaf

Zuzi

Amy-Leigh Braaf

Python

Flask

LlamaIndex

May 2023Chatbot

Zuzi

The Compassionate Chatbot Combatting Gender-Based Violence

Written by

Amanda Kaburise

Subject

Chatbot

Published on

May 13, 2023

Introduction

In the fight against Gender-Based Violence (GBV), access to information and support is crucial. Recognizing the need for a compassionate and non-judgmental platform, GRIT embarked on a mission to create Zuzi, an AI-powered chatbot with the persona of a kind African aunt.

Problem Statement

There is a critical need for accessible and non-judgmental platforms that provide information and support to individuals in underserved communities affected by Gender Based Violence. These communities are typically excluded from technological advancements and tend to suffer the most where the digital divide is concerned.

Understanding the Need

Gender-Based Violence is a pervasive issue affecting communities worldwide, and African communities are no exception. However, traditional methods of addressing GBV often lack accessibility, especially for individuals who may feel intimidated or judged when seeking information or support. The research team conducted extensive workshops within the target community to understand their needs and preferences.

Creating Zuzi

Based on the insights gathered from the community, Zuzi was conceptualized as a friendly and approachable chatbot, embodying the persona of a kind African aunt. This persona was chosen deliberately, as community members expressed a desire to speak with someone who felt familiar, comforting, and non-threatening. Zuzi’s dialogue was crafted to be empathetic, understanding, and free of judgment.

Features and Functionality

Zuzi’s chat interface was designed to be intuitive and user-friendly, ensuring that individuals of all ages and backgrounds could easily interact with the bot. The chatbot provides information about various forms of GBV, including domestic violence, sexual assault, and harassment, in a simplified and easy-to-understand manner. Additionally, Zuzi offers guidance on how to recognize signs of GBV, access support services, and take action to protect oneself or others.

Under the hood

Technology & Methodology

Zuzi is built using cutting-edge technology to deliver its compassionate and informative responses. The backend relies on Python and Flask, with LlamaIndex for dataset indexing and vectorization. Zuzi integrates with OpenAI, tapping into advanced language models like Davinci and GPT-4. On the frontend, Zuzi utilizes Flutter and Firebase, ensuring a smooth and responsive user experience across various devices and platforms.

Future Expansion

Moving forward, GRIT is committed to expanding the chatbot’s subject matter and capabilities. This includes adding a rape toolkit among other information, integrating real-time support chat, and multilingual support. Furthermore, efforts will be made to collaborate with local organizations and authorities.

Conclusion

Zuzi stands as a testament to the power of empathy, understanding, and community-driven innovation in addressing critical social issues such as Gender-Based Violence. By embodying the persona of a kind African aunt and providing information in a simplified and non-judgmental manner, Zuzi will hopefully become a beacon of hope and support for individuals affected by GBV.

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