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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() |