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Update app.py
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app.py
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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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import matplotlib.pyplot as plt
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import numpy as np
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from Gradio_UI import GradioUI
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@tool
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def my_cutom_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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"""
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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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# NEW TOOL: GET CULTURAL INFO (via Wikipedia)
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#########################################################################
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@tool
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def get_cultural_info(topic: str) -> str:
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"""
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@@ -50,24 +46,20 @@ def get_cultural_info(topic: str) -> str:
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"""
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try:
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# Query the Wikipedia API for an extract
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# Using the "summary" approach with 'exintro' to get the first paragraph
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url = (
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"https://en.wikipedia.org/w/api.php?"
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"action=query&prop=extracts&exintro&explaintext&format=json&titles=" + topic
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)
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response = requests.get(url)
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data = response.json()
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# Extract the page data
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pages = data.get("query", {}).get("pages", {})
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if not pages:
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return f"No Wikipedia pages found for topic: {topic}"
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#
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page_id = next(iter(pages))
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page_content = pages[page_id]
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# Check for missing page or missing extract
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if "missing" in page_content:
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return f"No page found on Wikipedia for topic: {topic}"
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@@ -79,42 +71,78 @@ def get_cultural_info(topic: str) -> str:
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except Exception as e:
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return f"Error retrieving cultural info for '{topic}': {str(e)}"
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#########################################################################
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final_answer = FinalAnswerTool()
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model = HfApiModel(
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max_tokens=
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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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agent = CodeAgent(
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model=model,
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tools=
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final_answer,
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DuckDuckGoSearchTool(),
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VisitWebpageTool(),
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get_current_time_in_timezone,
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get_cultural_info, # <-- Our new cultural info tool
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image_generation_tool
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],
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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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# kids_museum_agent.py
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from smolagents import (
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CodeAgent,
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DuckDuckGoSearchTool,
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VisitWebpageTool,
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HfApiModel,
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load_tool,
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tool
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)
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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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import os
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from tools.final_answer import FinalAnswerTool # Adjust import if you store final_answer differently
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########################################
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# TOOLS
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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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"""
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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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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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@tool
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def get_cultural_info(topic: str) -> str:
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"""
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"""
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try:
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# Query the Wikipedia API for an extract
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url = (
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"https://en.wikipedia.org/w/api.php?"
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"action=query&prop=extracts&exintro&explaintext&format=json&titles=" + topic
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)
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response = requests.get(url)
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data = response.json()
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pages = data.get("query", {}).get("pages", {})
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if not pages:
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return f"No Wikipedia pages found for topic: {topic}"
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# The keys in 'pages' are page IDs
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page_id = next(iter(pages))
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page_content = pages[page_id]
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if "missing" in page_content:
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return f"No page found on Wikipedia for topic: {topic}"
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except Exception as e:
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return f"Error retrieving cultural info for '{topic}': {str(e)}"
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########################################
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# FINAL ANSWER TOOL (REQUIRED)
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########################################
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final_answer = FinalAnswerTool()
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########################################
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# MODEL (choose whichever model/endpoint you prefer)
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########################################
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model = HfApiModel(
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max_tokens=1024,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct', # or any other model ID / HF endpoint
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custom_role_conversions=None
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)
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########################################
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# LOAD ANY OPTIONAL TOOLS FROM HUB (e.g. text-to-image)
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########################################
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# NOTE: If you want to see if it works, you can skip or keep it
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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 as e:
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print("Error loading text-to-image tool:", e)
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image_generation_tool = None
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########################################
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# PROMPT TEMPLATES
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########################################
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# We read from prompts.yaml. Make sure you have a prompts.yaml in the same folder.
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# It can contain specialized instructions for your "kid-friendly" museum agent.
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this_dir = os.path.dirname(os.path.abspath(__file__))
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prompts_path = os.path.join(this_dir, "prompts.yaml")
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with open(prompts_path, 'r', encoding='utf-8') as stream:
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prompt_templates = yaml.safe_load(stream)
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########################################
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# BUILD THE AGENT
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########################################
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tools_list = [
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final_answer, # Important: must remain in the tools
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DuckDuckGoSearchTool(),
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VisitWebpageTool(),
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get_current_time_in_timezone,
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get_cultural_info
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]
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# If the image_generation_tool loaded successfully, add it:
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if image_generation_tool:
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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="KidsMuseumAgent",
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description="A friendly museum assistant that explains art, history, and culture in kid-friendly language.",
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prompt_templates=prompt_templates
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)
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########################################
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# (OPTIONAL) GRADIO UI LAUNCH
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########################################
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if __name__ == "__main__":
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from Gradio_UI import GradioUI
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GradioUI(agent).launch()
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