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Update app.py
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app.py
CHANGED
@@ -2,49 +2,47 @@ import gradio as gr
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import requests
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import os
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import json
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from elo import update_elo_ratings # Custom function for ELO ratings
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# Load the chatbot URLs and their respective model names from a JSON file
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with open('chatbot_urls.json', 'r') as file:
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chatbots = json.load(file)
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def read_elo_ratings():
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#
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def write_elo_ratings(elo_ratings):
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with
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elo_ratings = read_elo_ratings()
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def get_bot_response(url, prompt):
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"input": {
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"prompt": prompt,
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"sampling_params": {
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"max_new_tokens": 16,
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"temperature": 0.7,
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}
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}
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}
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headers = {
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"accept": "application/json",
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"content-type": "application/json",
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"authorization": os.environ.get("RUNPOD_TOKEN")
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}
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response = requests.post(url, json=payload, headers=headers)
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return response.json()
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def chat_with_bots(user_input):
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bot1_response = get_bot_response(bot1_url, user_input)
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bot2_response = get_bot_response(bot2_url, user_input)
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@@ -52,7 +50,7 @@ def chat_with_bots(user_input):
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return bot1_response, bot2_response
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def update_ratings(bot_index):
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bot_names = list(chatbots.keys())
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winner = bot_names[bot_index]
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loser = bot_names[1 - bot_index]
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import requests
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import os
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import json
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import random
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import threading
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from elo import update_elo_ratings # Custom function for ELO ratings
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# Load the chatbot URLs and their respective model names from a JSON file
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with open('chatbot_urls.json', 'r') as file:
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chatbots = json.load(file)
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# Thread-local storage for user-specific data
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user_data = threading.local()
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# Initialize or get user-specific ELO ratings
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def get_user_elo_ratings():
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if not hasattr(user_data, 'elo_ratings'):
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user_data.elo_ratings = read_elo_ratings()
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return user_data.elo_ratings
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# Read ELO ratings from file (thread-safe)
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def read_elo_ratings():
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elo_ratings = {}
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with threading.Lock():
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try:
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with open('elo_ratings.json', 'r') as file:
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elo_ratings = json.load(file)
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except FileNotFoundError:
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elo_ratings = {model: 1200 for model in chatbots.keys()}
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return elo_ratings
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# Write ELO ratings to file (thread-safe)
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def write_elo_ratings(elo_ratings):
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with threading.Lock():
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with open('elo_ratings.json', 'w') as file:
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json.dump(elo_ratings, file, indent=4)
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def get_bot_response(url, prompt):
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# ... (same as before, but add error handling)
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def chat_with_bots(user_input):
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bot_names = list(chatbots.keys())
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random.shuffle(bot_names)
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bot1_url, bot2_url = chatbots[bot_names[0]], chatbots[bot_names[1]]
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bot1_response = get_bot_response(bot1_url, user_input)
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bot2_response = get_bot_response(bot2_url, user_input)
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return bot1_response, bot2_response
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def update_ratings(bot_index):
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elo_ratings = get_user_elo_ratings()
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bot_names = list(chatbots.keys())
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winner = bot_names[bot_index]
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loser = bot_names[1 - bot_index]
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