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Update app.py
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app.py
CHANGED
@@ -1,22 +1,22 @@
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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity
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@tool
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def my_custom_tool(arg1:str, arg2:int)-> str:
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#
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Args:
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arg1: the first argument
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arg2: the second argument
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"""
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return "What magic will you build
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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@tool
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def check_hf_model(model_name: str) -> str:
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"""A tool that checks if a Hugging Face model is available and gets basic information.
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Args:
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model_name: The name of the model on Hugging Face (e.g., 'google/bert-base-uncased')
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"""
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try:
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# Construct the HF API URL
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api_url = f"https://huggingface.co/api/models/{model_name}"
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# Make the request
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response = requests.get(api_url)
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if response.status_code == 200:
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data = response.json()
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# Extract useful information
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pipeline_tag = data.get('pipeline_tag', 'Not specified')
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downloads = data.get('downloads', 'Not available')
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likes = data.get('likes', 'Not available')
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return f"""Model '{model_name}' is available:
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- Task: {pipeline_tag}
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- Downloads: {downloads}
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- Likes: {likes}
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- URL: https://huggingface.co/{model_name}"""
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else:
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return f"Model '{model_name}' not found or not accessible."
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except Exception as e:
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return f"Error checking model '{model_name}': {str(e)}"
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model
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#
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct'
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custom_role_conversions=None,
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)
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# Import tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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agent = CodeAgent(
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model=model,
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tools=[final_answer,check_hf_model,get_current_time_in_timezone],
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max_steps=6,
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verbosity_level=1
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grammar=None,
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planning_interval=None,
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name=None,
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prompt_templates=prompt_templates
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)
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity!
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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# it's important to specify the return type
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# Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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arg2: the second argument
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"""
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return "What magic will you build?"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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@tool
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def check_hf_model(model_name: str) -> str:
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"""A tool that checks if a Hugging Face model is available and gets basic information.
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Args:
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model_name: The name of the model on Hugging Face (e.g., 'google/bert-base-uncased')
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"""
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try:
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# Construct the HF API URL
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api_url = f"https://huggingface.co/api/models/{model_name}"
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# Make the request
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response = requests.get(api_url)
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if response.status_code == 200:
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data = response.json()
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# Extract useful information
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pipeline_tag = data.get('pipeline_tag', 'Not specified')
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downloads = data.get('downloads', 'Not available')
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likes = data.get('likes', 'Not available')
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return f"""Model '{model_name}' is available:
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- Task: {pipeline_tag}
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- Downloads: {downloads}
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- Likes: {likes}
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- URL: https://huggingface.co/{model_name}"""
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else:
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return f"Model '{model_name}' not found or not accessible."
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except Exception as e:
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return f"Error checking model '{model_name}': {str(e)}"
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model
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# or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct', # it is possible that this model may be overloaded
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custom_role_conversions=None,
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)
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# Import tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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agent = CodeAgent(
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model=model,
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tools=[final_answer, check_hf_model, get_current_time_in_timezone], # add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=2, # increased from 1 to 2 for more debugging info
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grammar=None,
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planning_interval=None,
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name=None,
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prompt_templates=prompt_templates
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)
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# Add error handling and logging
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import logging
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logging.basicConfig(level=logging.DEBUG)
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try:
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ui = GradioUI(agent)
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ui.launch()
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except Exception as e:
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logging.error(f"Failed to launch Gradio UI: {str(e)}")
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