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import gradio as gr | |
import os | |
from groq import Groq | |
# Set up Groq API client | |
client = Groq( | |
api_key=os.getenv("GROQ_API_KEY"), # Ensure you add this key to your environment variables | |
) | |
# Supported languages | |
LANGUAGES = { | |
"English": "en", | |
"Spanish": "es", | |
"Japanese": "ja", | |
"Urdu": "ur", | |
} | |
# Function to translate text | |
def translate_text(text, language_code): | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{"role": "user", "content": f"Translate this text to {language_code}: {text}"} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
return chat_completion.choices[0].message.content.strip() | |
# Function to fetch team overview | |
def get_team_overview(team, language): | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{"role": "user", "content": f"Provide an overview of the {team} MLB team, including recent performance and standings."} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
result = chat_completion.choices[0].message.content.strip() | |
return translate_text(result, LANGUAGES[language]) | |
# Function to predict season outcomes | |
def predict_season_outcomes(team, language): | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{"role": "user", "content": f"Predict the potential season outcomes for the {team} based on their current performance."} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
result = chat_completion.choices[0].message.content.strip() | |
return translate_text(result, LANGUAGES[language]) | |
# Function for player wildcards | |
def get_player_wildcards(player, language): | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{"role": "user", "content": f"Describe any standout performances or recent achievements for the player {player} in MLB."} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
result = chat_completion.choices[0].message.content.strip() | |
return translate_text(result, LANGUAGES[language]) | |
# Function for real-time strategy insights | |
def real_time_tooltips(game_event, language): | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{"role": "user", "content": f"Explain the strategy behind the following baseball play: {game_event}"} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
result = chat_completion.choices[0].message.content.strip() | |
return translate_text(result, LANGUAGES[language]) | |
# Gradio app interface | |
def create_gradio_interface(): | |
with gr.Blocks() as demo: | |
gr.Markdown("#MLB Fantasy World") | |
with gr.Tab("Team Overview"): | |
team_input = gr.Textbox(label="Enter Team Name") | |
language_selector = gr.Dropdown( | |
label="Select Language", choices=list(LANGUAGES.keys()), value="English" | |
) | |
team_output = gr.Textbox(label="Team Overview") | |
team_input.submit( | |
get_team_overview, inputs=[team_input, language_selector], outputs=team_output | |
) | |
with gr.Tab("Season Predictions"): | |
team_input_pred = gr.Textbox(label="Enter Team Name") | |
language_selector_pred = gr.Dropdown( | |
label="Select Language", choices=list(LANGUAGES.keys()), value="English" | |
) | |
predictions_output = gr.Textbox(label="Season Predictions") | |
team_input_pred.submit( | |
predict_season_outcomes, | |
inputs=[team_input_pred, language_selector_pred], | |
outputs=predictions_output, | |
) | |
with gr.Tab("Player Wildcards"): | |
player_input = gr.Textbox(label="Enter Player Name") | |
language_selector_player = gr.Dropdown( | |
label="Select Language", choices=list(LANGUAGES.keys()), value="English" | |
) | |
player_output = gr.Textbox(label="Player Highlights") | |
player_input.submit( | |
get_player_wildcards, | |
inputs=[player_input, language_selector_player], | |
outputs=player_output, | |
) | |
with gr.Tab("Real-Time Strategy Insights"): | |
game_event_input = gr.Textbox( | |
label="Describe the game event (e.g., 'Why did the batter bunt in the 8th inning?')" | |
) | |
language_selector_event = gr.Dropdown( | |
label="Select Language", choices=list(LANGUAGES.keys()), value="English" | |
) | |
strategy_output = gr.Textbox(label="Strategy Explanation") | |
game_event_input.submit( | |
real_time_tooltips, | |
inputs=[game_event_input, language_selector_event], | |
outputs=strategy_output, | |
) | |
demo.launch() | |
# Run the app | |
create_gradio_interface() | |