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| import os | |
| import sys | |
| import time | |
| import huggingface_hub | |
| from huggingface_hub.commands import HfFolder | |
| import transformers | |
| from transformers import pipeline | |
| import gradio as gr | |
| import tempfile | |
| from huggingface_hub import HfFolder | |
| def main(): | |
| # Get the user's idea | |
| idea = input("What is your idea for an application? ") | |
| # Generate the code for the application | |
| code = gemmacode.generate(idea) | |
| # Test the code | |
| try: | |
| transformers.pipeline("text-generation")(code) | |
| except Exception as e: | |
| print("The code failed to run:", e) | |
| return | |
| # Ensure the functionality of the application | |
| try: | |
| gr.Interface(fn=transformers.pipeline("text-generation"), inputs=gr.Textbox(), outputs=gr.Textbox()).launch() | |
| except Exception as e: | |
| print("The application failed to run:", e) | |
| return | |
| # Provide an embedded webapp demo of the user's idea implementation | |
| try: | |
| hf_folder = HfFolder(path=tempfile.mkdtemp()) | |
| hf_folder.save(code) | |
| hf_folder.push_to_hub(repo_id="acecalisto3/gemmacode-demo", commit_message="Initial commit") | |
| print(f"The demo is available at: https://huggingface.co/acecalisto3/gemmacode-demo") | |
| except Exception as e: | |
| print("The demo failed to launch:", e) | |
| return | |
| # Offer the option to rebuild or deploy | |
| while True: | |
| choice = input("Do you want to rebuild or deploy the application? (r/d/q) ") | |
| if choice == "r": | |
| # Rebuild the code | |
| code = gemmacode.generate(idea) | |
| # Test the code | |
| try: | |
| transformers.pipeline("text-generation")(code) | |
| except Exception as e: | |
| print("The code failed to run:", e) | |
| return | |
| # Ensure the functionality of the application | |
| try: | |
| gr.Interface(fn=transformers.pipeline("text-generation"), inputs=gr.Textbox(), outputs=gr.Textbox()).launch() | |
| except Exception as e: | |
| print("The application failed to run:", e) | |
| return | |
| # Provide an embedded webapp demo of the user's idea implementation | |
| try: | |
| hf_folder = HfFolder(path=tempfile.mkdtemp()) | |
| hf_folder.save(code) | |
| hf_folder.push_to_hub(repo_id="acecalisto3/gemmacode-demo", commit_message="Initial commit") | |
| print(f"The demo is available at: https://huggingface.co/acecalisto3/gemmacode-demo") | |
| except Exception as e: | |
| print("The demo failed to launch:", e) | |
| return | |
| elif choice == "d": | |
| # Deploy the application | |
| try: | |
| api_token = os.environ["HF_TOKEN"] | |
| hub = huggingface_hub.HfApi(api_token=api_token) | |
| hub.create_repo(name="my-app", organization="my-org") | |
| hf_folder = HfFolder(path=tempfile.mkdtemp()) | |
| hf_folder.save(code) | |
| hf_folder.push_to_hub(repo_id="my-org/my-app", commit_message="Initial commit") | |
| print("The application has been deployed to: https://huggingface.co/my-org/my-app") | |
| except Exception as e: | |
| print("The application failed to deploy:", e) | |
| return | |
| elif choice == "q": | |
| break | |
| else: | |
| print("Invalid choice") | |
| if __name__ == "__main__": | |
| main() |