Add initial CodeAgent with time + image tools

#559
Files changed (1) hide show
  1. app.py +30 -31
app.py CHANGED
@@ -1,69 +1,68 @@
1
- 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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-
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- from Gradio_UI import GradioUI
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-
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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: #it's import 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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  """A tool that fetches the current local time in a specified timezone.
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  Args:
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- timezone: A string representing a valid timezone (e.g., 'America/New_York').
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  """
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  try:
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- # Create timezone object
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  tz = pytz.timezone(timezone)
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- # Get current time in that timezone
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  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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  return f"The current local time in {timezone} is: {local_time}"
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  except Exception as e:
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  return f"Error fetching time for timezone '{timezone}': {str(e)}"
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-
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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 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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-
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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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-
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  agent = CodeAgent(
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  model=model,
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- tools=[final_answer], ## add your tools here (don't remove final answer)
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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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  description=None,
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- prompt_templates=prompt_templates
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  )
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-
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- GradioUI(agent).launch()
 
1
+
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+ from smolagents import CodeAgent, DuckDuckGoSearchTool, FinalAnswerTool, InferenceClientModel, 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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  @tool
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+ def my_custom_tool(arg1: str, arg2: int) -> str:
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+ """A tool that does nothing yet.
 
12
  Args:
13
  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?"
17
 
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  @tool
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  def get_current_time_in_timezone(timezone: str) -> str:
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  """A tool that fetches the current local time in a specified timezone.
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  Args:
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+ timezone: A string representing a valid timezone (e.g., 'Asia/Kolkata').
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  """
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  try:
 
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  tz = pytz.timezone(timezone)
 
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  local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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  return f"The current local time in {timezone} is: {local_time}"
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  except Exception as e:
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  return f"Error fetching time for timezone '{timezone}': {str(e)}"
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  final_answer = FinalAnswerTool()
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+ model = InferenceClientModel(
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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', # template default
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+ custom_role_conversions=None,
 
 
 
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  )
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+ try:
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+ image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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+ except Exception:
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+
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+ image_generation_tool = None
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+ try:
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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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+ except Exception:
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+ prompt_templates = None
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+
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+ tools_list = [final_answer, get_current_time_in_timezone]
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+ if image_generation_tool is not None:
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+ tools_list.append(image_generation_tool)
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  agent = CodeAgent(
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  model=model,
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+ tools=tools_list,
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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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  description=None,
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+ prompt_templates=prompt_templates,
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  )
67
 
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+ GradioUI(agent).launch()