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Update app.py
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app.py
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@@ -7,63 +7,53 @@ from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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#
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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
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"""
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Args:
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"""
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return f"
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final_answer = FinalAnswerTool()
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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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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
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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=
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description=
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prompt_templates=prompt_templates
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)
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from Gradio_UI import GradioUI
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# Web search tool to find trending music
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search_tool = DuckDuckGoSearchTool()
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# Custom tool for AI-assisted music generation
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@tool
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def generate_music(theme: str) -> str:
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"""Generates an AI-assisted music piece based on the given theme.
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Args:
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theme: The theme or mood of the music (e.g., 'moody jazz on a rainy night').
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"""
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response = requests.post(
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"https://huggingface.co/api/text-to-music",
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json={"prompt": theme}
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)
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if response.status_code == 200:
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return f"Here’s your AI-generated music for '{theme}': {response.json().get('music_url', 'Music not available')}"
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return "Failed to generate music. Try another theme!"
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# Tool to generate an album cover
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Load prompts
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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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# Define model
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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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# Initialize agent
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final_answer = FinalAnswerTool()
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agent = CodeAgent(
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model=model,
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tools=[final_answer, search_tool, generate_music, image_generation_tool],
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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="Music Inspiration Agent",
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description="An agent that generates music and album covers based on user themes.",
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prompt_templates=prompt_templates
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)
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# Launch UI
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GradioUI(agent).launch()
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