Update app.py
Browse files
app.py
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import asyncio
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import json
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import os # Import the os module
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from playwright.async_api import async_playwright
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class HuggingChatAPI:
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def __init__(self, headless=True):
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self.username = os.environ.get("HUGGINGFACE_USERNAME")
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self.password = os.environ.get("HUGGINGFACE_PASSWORD")
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if not self.username or not self.password:
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raise ValueError("HUGGINGFACE_USERNAME and HUGGINGFACE_PASSWORD environment variables must be set.")
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self.headless = headless
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self.playwright = None
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self.browser = None
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self.page = None
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self.current_model = None
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self.conversation_history = [] # Store conversation history
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async def start(self):
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self.playwright = await async_playwright().start()
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self.browser = await self.playwright.chromium.launch(headless=self.headless)
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self.page = await self.browser.new_page()
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await self.page.set_viewport_size({"width": 1161, "height": 813})
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await self.login()
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async def stop(self):
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if self.browser:
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await self.browser.close()
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if self.playwright:
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await self.playwright.stop()
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async def login(self):
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await self.page.goto("https://huggingface.co/chat/")
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await self.page.locator('body > div:nth-of-type(2) span').click() # "with Hugging Face" button
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await self.page.locator('::-p-aria(Sign in with Hugging Face) >>>> ::-p-aria([role="image"])').click()
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await self.page.locator('::-p-aria(Username or Email address)').fill(self.username)
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await self.page.locator('::-p-aria(Password)').fill(self.password)
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await self.page.locator('::-p-aria(Login)').click()
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await self.page.wait_for_url("https://huggingface.co/chat/") # Wait for successful login
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async def select_model(self, model_name):
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"""Selects a model by name (partial matching)."""
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await self.page.locator('::-p-aria(Models 11)').click()
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model_locator = None
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if model_name == "meta-llama/Llama-3.3-70B-Instruct":
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model_locator = self.page.locator('::-p-aria(View details for meta-llama/Llama-3.3-70B-Instruct)')
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elif model_name == "Qwen/Qwen2.5-72B-Instruct":
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model_locator = self.page.locator('::-p-aria(View details for Qwen/Qwen2.5-72B-Instruct)')
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elif model_name == "CohereForAI/c4ai-command-r-plus-08-2024":
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model_locator = self.page.locator('::-p-aria(View details for CohereForAI/c4ai-command-r-plus-08-2024)')
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elif model_name == "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B":
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model_locator = self.page.locator('::-p-aria(View details for deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)')
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elif model_name == "nvidia/Llama-3.1-Nemotron-70B-Instruct-HF":
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model_locator = self.page.locator('::-p-aria(View details for nvidia/Llama-3.1-Nemotron-70B-Instruct-HF)')
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elif model_name == "Qwen/QwQ-32B-Preview":
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model_locator = self.page.locator('::-p-aria(View details for Qwen/QwQ-32B-Preview)')
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elif model_name == "Qwen/Qwen2.5-Coder-32B-Instruct":
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model_locator = self.page.locator('::-p-aria(View details for Qwen/Qwen2.5-Coder-32B-Instruct)')
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elif model_name == "meta-llama/Llama-3.2-11B-Vision-Instruct":
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model_locator = self.page.locator('::-p-aria(View details for meta-llama/Llama-3.2-11B-Vision-Instruct)')
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elif model_name == "NousResearch/Hermes-3-Llama-3.1-8B":
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model_locator = self.page.locator('::-p-aria(View details for NousResearch/Hermes-3-Llama-3.1-8B)')
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elif model_name == "mistralai/Mistral-Nemo-Instruct-2407":
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model_locator = self.page.locator('::-p-aria(View details for mistralai/Mistral-Nemo-Instruct-2407)')
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elif model_name == "microsoft/Phi-3.5-mini-instruct":
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model_locator = self.page.locator('::-p-aria(View details for microsoft/Phi-3.5-mini-instruct)')
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else:
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raise ValueError(f"Model '{model_name}' not found in the predefined list.")
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if model_locator:
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await model_locator.click()
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self.current_model = model_name
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else:
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raise ValueError(f"Model '{model_name}' selection failed.")
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async def set_system_prompt(self, system_prompt):
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"""Sets the system prompt."""
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await self.page.locator("div.p-3 path").click()
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await self.page.locator('::-p-aria(Custom system prompt)').fill(system_prompt)
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await self.page.locator('::-p-aria(New chat)').click()
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async def toggle_web_search(self, enable: bool):
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"""Enable or disable web search."""
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await self.page.locator('::-p-aria(Search)').click() #open tools
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code_executor_button = self.page.locator('::-p-aria(Code Executor)')
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if enable:
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# Check if already enabled
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if "bg-gray-100" not in await code_executor_button.get_attribute("class"):
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await code_executor_button.click() # Enable
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else:
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# Check if already disabled
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if "bg-gray-100" in await code_executor_button.get_attribute("class"):
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await code_executor_button.click() #click to open
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await self.page.locator('::-p-aria(Deactivate)').click() # Disable
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await self.page.locator('div:nth-of-type(2) > div > div > button path').click() #close tools
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async def send_message(self, message: str, expect_response: bool = True, timeout: float = 60.0):
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"""Sends a message and optionally waits for a response."""
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self.conversation_history.append({"role": "user", "content": message})
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await self.page.locator('::-p-aria(Ask anything)').fill(message)
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await self.page.locator('::-p-aria(Send message)').click()
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if expect_response:
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try:
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# Wait for a new message bubble to appear. This is a more robust way
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# to detect a response than just waiting a fixed amount of time.
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await self.page.locator('.group.self-end').last.wait_for(timeout=timeout * 1000) # milliseconds
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response_elements = await self.page.locator('.group.self-end > .markdown').all()
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response = await response_elements[-1].inner_text() # Get the last response
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self.conversation_history.append({"role": "assistant", "content": response})
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return response
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except Exception as e:
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print(f"Error waiting for response: {e}")
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return None # Or raise the exception, depending on your needs
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else:
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return None
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async def new_chat(self):
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"""Starts a new chat."""
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await self.page.locator('::-p-aria(New chat)').click()
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self.conversation_history = [] # Clear history for the new chat
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async def chat(self, message: str, model_name: str = None, system_prompt: str = None, web_search: bool = False, timeout: float = 60.0):
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"""
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Combined method for setting parameters and sending a message.
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Args:
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message: The user's message.
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model_name: The name of the model to use.
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system_prompt: The system prompt to set.
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web_search: Whether to enable web search.
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timeout: Timeout for waiting for a response, in seconds.
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Returns:
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The model's response, or None if no response is received.
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"""
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if model_name and model_name != self.current_model:
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await self.new_chat() # Start a new chat when changing models
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await self.select_model(model_name)
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if system_prompt is not None: # Allow empty string "" as a valid prompt
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await self.set_system_prompt(system_prompt)
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if web_search is not None:
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await self.toggle_web_search(web_search)
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return await self.send_message(message, timeout=timeout)
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async def main():
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# --- Example Usage ---
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chat_api = HuggingChatAPI(headless=False) # Set headless=False for debugging
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try:
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await chat_api.start()
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# Example 1: Simple chat with default model
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response1 = await chat_api.chat("What is the capital of France?")
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print(f"Response 1: {response1}")
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# Example 2: Chat with a specific model and system prompt
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response2 = await chat_api.chat("Explain the theory of relativity.",
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model_name="Qwen/Qwen2.5-72B-Instruct",
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system_prompt="You are a helpful and concise assistant.")
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print(f"Response 2: {response2}")
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# Example 3: Enable web search
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response3 = await chat_api.chat("What is the latest news on AI?",
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model_name="CohereForAI/c4ai-command-r-plus-08-2024",
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web_search=True)
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print(f"Response 3: {response3}")
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# Example 4: Continue the first conversation
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response4 = await chat_api.chat("And what about Germany?") # No model/prompt change
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print(f"Response 4: {response4}")
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# Example 5: Get conversation history
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print("\nConversation History:")
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for message in chat_api.conversation_history:
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print(f"- {message['role']}: {message['content']}")
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finally:
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await chat_api.stop()
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if __name__ == "__main__":
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asyncio.run(main())
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