README.md

metadata

title: Sports Chatbot
emoji: 🏀
colorFrom: blue
colorTo: yellow
sdk: gradio
sdk_version: 5.4.0
app_file: app.py
pinned: false

Sports Chatbot

This is a sports-focused chatbot that can answer questions about Ice Hockey, Baseball, American Football, Soccer, and Basketball. The chatbot uses the ESPN API data and is powered by a RAG (Retrieval-Augmented Generation) system with Mistral-7B.

Features

• Answers questions about multiple sports
• Uses up-to-date ESPN API data
• Powered by Mistral-7B model
• Retrieval-augmented generation for accurate responses

Usage

1. Type your sports-related question in the text box.
2. Click "Get Answer" or press Enter.
3. Wait for the response to be generated.

Examples

Try asking questions like:

• "Who won the NBA championship in 2023?"
• "What are the basic rules of ice hockey?"
• "Tell me about the NFL playoffs format."

Limitations

• The knowledge base is limited to ESPN API data.
• Responses may take a few seconds to generate.
• Only covers the five major sports mentioned above.

Technical Details

The application uses:

• Gradio for the interface
• Sentence Transformers for embedding generation
• Mistral-7B (GGUF) for text generation
• RAG pipeline for context-aware responses