Update app.py

app.py

@@ -4,34 +4,19 @@ import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
+
 from Gradio_UI import GradioUI
-import torch
-from diffusers import FluxPipeline
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_tool(userprompt: str) -> str:  #it's import to specify the return type
-    """A tool that does helps to generate the image for the given text prompt 
+def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
+    #Keep this format for the description / args / args description but feel free to modify the tool
+    """A tool that does nothing yet 
     Args:
-        userprompt: A string prompt that helps the image to generate
-    Returns:
-        str: A generated image.
+        arg1: the first argument
+        arg2: the second argument
     """
-    # Import tool from Hub
-    pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
-    pipe.enable_model_cpu_offload() #save some VRAM by offloading the model to CPU. Remove this if you have enough GPU power
-    
-    prompt = userprompt
-    image = pipe(
-        prompt,
-        height=1024,
-        width=1024,
-        guidance_scale=3.5,
-        num_inference_steps=50,
-        max_sequence_length=512,
-        generator=torch.Generator("cpu").manual_seed(0)
-    ).images[0]
-    return image
+    return "What magic will you build ?"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -55,22 +40,23 @@ web_search = DuckDuckGoSearchTool()
 # 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:
 # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
 
-# Define the AI model
 model = HfApiModel(
 max_tokens=2096,
 temperature=0.5,
-model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',       # it is possible that this model may be overloaded
+model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
 custom_role_conversions=None,
 )
 
-# Load prompt templates
+
+# Import tool from Hub
+image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
+
 with open("prompts.yaml", 'r') as stream:
     prompt_templates = yaml.safe_load(stream)
     
-# Create the AI agent with tools
 agent = CodeAgent(
     model=model,
-    tools=[final_answer,web_search,get_current_time_in_timezone, my_custom_tool], ## add your tools here (don't remove final answer)
+    tools=[final_answer,image_generation_tool,get_current_time_in_timezone,web_search], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -80,5 +66,5 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
-# Launch the AI agent with Gradio
+
 GradioUI(agent).launch()