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Update app.py
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app.py
CHANGED
@@ -11,9 +11,9 @@ from tools.visit_webpage import VisitWebpageTool
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from Gradio_UI import GradioUI
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# 1
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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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@@ -34,26 +34,43 @@ def get_current_time_in_timezone(timezone: str) -> str:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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@tool
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def generate_image_from_text(prompt: str) -> str:
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"""A tool that generates an image based on a text description.
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Args:
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prompt: A detailed text description of the image you want to generate.
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"""
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try:
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# Return
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return
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except Exception as e:
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# Handle any errors that occur during image generation
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return f"Error generating image: {str(e)}"
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# 3
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# Initialize the DuckDuckGo search tool from the tools directory
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web_search_tool = DuckDuckGoSearchTool()
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@@ -73,17 +90,21 @@ def search_web(query: str) -> str:
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# Handle any errors that occur during the search
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return f"Error searching the web: {str(e)}"
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# FINAL ANSWER TOOL (REQUIRED)
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# Initialize the final answer tool - required for the agent to provide final answers
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final_answer = FinalAnswerTool()
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# VISIT WEBPAGE TOOL - From tools directory
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# Initialize the visit webpage tool
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visit_webpage = VisitWebpageTool()
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# TOOL INITIALIZATION AND VERIFICATION
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# Ensure all tools are properly loaded and print status
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print("Initializing tools...")
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try:
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@@ -102,21 +123,22 @@ print("✓ Web search tool initialized")
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print("✓ Visit webpage tool initialized")
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print("✓ Final answer tool initialized")
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# MODEL CONFIGURATION
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print("Configuring model...")
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#
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# Alternative endpoint: 'https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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model = HfApiModel(
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max_tokens=2096, # Maximum number of tokens in the response
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temperature=0.5, # Controls randomness: lower = more deterministic
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model_id='
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custom_role_conversions=None,
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)
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print("✓ Model configured successfully")
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# LOAD PROMPT TEMPLATES
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print("Loading prompt templates...")
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# Create an upload directory if it doesn't exist
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os.makedirs("uploads", exist_ok=True)
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@@ -131,8 +153,9 @@ except Exception as e:
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# Provide default empty templates if loading fails
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prompt_templates = {}
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# AGENT CONFIGURATION
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print("Configuring agent...")
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agent = CodeAgent(
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model=model,
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print("✓ Agent configured successfully")
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# LAUNCH THE GRADIO UI
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print("Launching Gradio UI...")
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# Start the Gradio interface with our configured agent and file upload directory
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# Remove the debug parameter as it's already set in the GradioUI.launch method
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from Gradio_UI import GradioUI
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#############################################################
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# TOOL 1: TIME ZONE TOOL
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#############################################################
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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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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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#############################################################
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# TOOL 2: IMAGE GENERATION TOOL
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#############################################################
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@tool
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def generate_image_from_text(prompt: str) -> str:
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"""A tool that generates an image based on a text description and saves it to a file.
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Args:
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prompt: A detailed text description of the image you want to generate.
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"""
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try:
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import os
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import uuid
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from datetime import datetime
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# Create images directory if it doesn't exist
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os.makedirs("uploads/images", exist_ok=True)
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# Generate a unique filename
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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unique_id = str(uuid.uuid4())[:8]
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filename = f"uploads/images/{timestamp}_{unique_id}.jpg"
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# Call the image generation tool to get the PIL image
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pil_image = image_generation_tool(prompt)
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# Save the PIL image to file
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pil_image.save(filename)
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# Return the file path
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return filename
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except Exception as e:
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# Handle any errors that occur during image generation
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return f"Error generating image: {str(e)}"
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#############################################################
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# TOOL 3: WEB SEARCH TOOL - Using the existing DuckDuckGoSearchTool class
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#############################################################
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# Initialize the DuckDuckGo search tool from the tools directory
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web_search_tool = DuckDuckGoSearchTool()
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# Handle any errors that occur during the search
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return f"Error searching the web: {str(e)}"
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#############################################################
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# FINAL ANSWER TOOL (REQUIRED)
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#############################################################
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# Initialize the final answer tool - required for the agent to provide final answers
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final_answer = FinalAnswerTool()
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#############################################################
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# VISIT WEBPAGE TOOL - From tools directory
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#############################################################
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# Initialize the visit webpage tool
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visit_webpage = VisitWebpageTool()
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#############################################################
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# TOOL INITIALIZATION AND VERIFICATION
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#############################################################
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# Ensure all tools are properly loaded and print status
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print("Initializing tools...")
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try:
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print("✓ Visit webpage tool initialized")
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print("✓ Final answer tool initialized")
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#############################################################
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# MODEL CONFIGURATION
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#############################################################
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print("Configuring model...")
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# Use the alternative endpoint since the primary one seems to have authentication issues
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model = HfApiModel(
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max_tokens=2096, # Maximum number of tokens in the response
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temperature=0.5, # Controls randomness: lower = more deterministic
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model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', # Alternative endpoint
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custom_role_conversions=None,
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)
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print("✓ Model configured successfully")
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#############################################################
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# LOAD PROMPT TEMPLATES
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#############################################################
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print("Loading prompt templates...")
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# Create an upload directory if it doesn't exist
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os.makedirs("uploads", exist_ok=True)
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# Provide default empty templates if loading fails
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prompt_templates = {}
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#############################################################
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# AGENT CONFIGURATION
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#############################################################
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print("Configuring agent...")
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agent = CodeAgent(
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model=model,
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)
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print("✓ Agent configured successfully")
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#############################################################
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# LAUNCH THE GRADIO UI
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#############################################################
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print("Launching Gradio UI...")
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# Start the Gradio interface with our configured agent and file upload directory
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# Remove the debug parameter as it's already set in the GradioUI.launch method
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