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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| import re | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def mutante_unicorn(animal_name:str) -> 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 generates a close-up photograph of a mutant unicorn based on the provided animal name (e.g. tiger, duck, snake, etc). | |
| The image features a mutant unicorn with characteristics of the specified animal, butterfly wings, and tiny paws holding a bright, | |
| colorful orb. The unicorn is gazing with concentration at the center of the orb. The scene takes place in a | |
| forest clearing illuminated by moonlight. | |
| Args: | |
| animal_name: A string representing the name of an animal (e.g., "tiger", "duck", "snake") whose features will be incorporated into the mutant unicorn. | |
| """ | |
| try: | |
| # Import tool from Hub | |
| #prompt = f"A close-up, highly detailed photograph of a mutant unicorn with {animal_name}-like torso. "\ | |
| # f"It has colorful butterfly wings spreading from its back and tiny paws holding a bright, "\ | |
| # f"glowing orb. The unicorn stares with concentration at the center of the orb. "\ | |
| # f"The scene takes place in a mystical forest clearing bathed in soft moonlight. "\ | |
| # f"Professional photography, 8k, hyper-realistic." | |
| prompt = f"A close-up, highly detailed photograph of a mutant unicorn with {animal_name}-like features. "\ | |
| f"It displays majestic characteristics typical of a {animal_name}. "\ | |
| f"It has the body structure reminiscent of a {animal_name} but with a unicorn horn. "\ | |
| f"It has beautiful, iridescent butterfly wings spreading from its back and tiny, delicate paws "\ | |
| f"holding a small glowing orb that radiates with colorful light. "\ | |
| f"The creature is staring intensely at the center of the orb with a concentrated gaze. "\ | |
| f"The scene takes place in a magical forest clearing bathed in soft, ethereal moonlight. "\ | |
| f"The background shows silhouettes of trees and some glowing fireflies. "\ | |
| f"Photorealistic style, 8K resolution, professional photography." | |
| image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| image = image_generation_tool(prompt) | |
| return final_answer(image) | |
| except Exception as e: | |
| return f"Error creating a mutant unicorn for '{animal_name}': {str(e)}" | |
| #@tool | |
| #def describe_animal(animal_name:str) -> str: | |
| # """Look up for the name of the animal inwikipedia using websearch tool, and then provide a 300 characters description about that animal | |
| # Args: | |
| # animal_name: The name of the animal to look up for in wikipedia | |
| # """ | |
| # query = f"{animal_name} wikipedia" | |
| # wikipedia_results = DuckDuckGoSearchTool(query) | |
| # return wikipedia_results | |
| final_answer = FinalAnswerTool() | |
| # 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' | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded | |
| # model_id = 'meta-llama/Llama-3.3-70B-Instruct', | |
| # model_id = 'https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', | |
| custom_role_conversions=None, | |
| ) | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, mutante_unicorn], # add your tools here (don't remove final answer) | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| # agent.run( | |
| # '''This mutant unicorn has butterfly wings and is holding a small brightfull orb with its tiny paws, looking at the center | |
| # of the orb with a concentrated gaze. The unicorn is in a clearing in the forest on a moonlit night.''' | |
| #) | |
| GradioUI(agent).launch() |