BRAVO GPT

Tech Stack

Role

Full-stack Developer

Team Size

1

Duration

August 2023 - September 2023

Project Overview

Bravo GPT is an intelligent analysis and prediction system for football matches that combines large language model technology with sports data analysis. Users can browse upcoming football matches, query detailed odds and historical data, and receive AI analysis, predictions, and betting advice through the intelligent Q&A system.

Highlights

• Intelligent Q&A system based on LlamaIndex
• Real-time match data visualization and analysis
• Odds analysis and betting recommendation functionality
• Historical match data integration and display
• Modern responsive user interface

Challenges

• Processing and integrating football match data from multiple data sources
• Building efficient text indexing and retrieval system
• Optimizing AI model response speed and accuracy
• Designing intuitive and user-friendly interaction interface

Solutions

• Adopted modular architecture to separate frontend and backend concerns
• Used LlamaIndex and GPT-3.5 for semantic retrieval and generation
• Implemented database caching to optimize query performance
• Built component-based UI based on TypeScript and Tailwind