AKI Insurance Hackathon Project - AI Powered Software by Tunga Team

Overview

This repository contains the source code for the AI-driven software developed during the AKI Insurance Hackathon. The project leverages a Jupyter notebook analysis, Insights Dashboard and a Chatbot to provide a user-friendly interface where stakeholders can interact directly with data insights and make informed decisions quickly.

Features

• Data Analysis Notebook: Contains comprehensive data cleaning and analysis of insurance data including customer demographics, policy details, and claims history.
• Dashboard: A dashboard containing a report of insights generated from the insurance dataset.
• Chatbot: A chatbot that allows users to query the dataset interactively through a chat interface.
• AI-Driven Insights: Utilizes Chat GPT-4 to analyze data and generate actionable insights, enhancing decision-making processes.

Live Link

https://tunga-chat-hackathon.streamlit.app/

Reports Page

Chatbot Page

Data Upload

Text QA

Visualization Generation QA

Installation

Prerequisites

• Python 3.8+
• pip

Setup (Using bash or Unix terminal)

1. Clone the repository:

   git clone https://github.com/davidnene/tinga-AKI-hackathon.git
   cd tunga-AKI-hackathon

2. Create a virtual environment:

   python -m venv .venv
   

3. Activate the virtual environment

   . .venv/Scripts/activate

4. Install Dependancies from requirements.txt

   pip install -r requirements.txt

5. Create an environment file

   touch .env

6. Add your Open AI API Key

   echo OPENAI_API_KEY=paste_your_key_here > .env

7. Run streamlit server

   streamlit run intro.py
   

Project Contributors

This project was developed by Strathmore University students pursuing a Masters Degree in Data Science and Analytics

1. David Nene - Software Engineer|AI
2. Derrick Lubanga - Data Scientist
3. Linda Kelda - Data Engineer
4. Chepkirui TOnui - BI Analyst

Presentation Date

10th-May-2024