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Update app.py
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app.py
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@@ -10,6 +10,9 @@ from huggingface_hub import HfApi, create_repo
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import importlib
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import os
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from huggingface_hub import HfApi, create_repo
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hf_api = HfApi()
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@@ -288,17 +291,59 @@ def run_docker_container(image_name, port):
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container = client.containers.run(image_name, detach=True, ports={f'{port}/tcp': port})
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return container
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if __name__ == "__main__":
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db.create_all() # Create the database tables if they don't exist
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main()
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import importlib
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import os
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from huggingface_hub import HfApi, create_repo
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from transformers import pipeline
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codex_pipeline = pipeline("code-generation", model="EleutherAI/code-davinci-002")
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import huggingface_cli
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hf_api = HfApi()
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container = client.containers.run(image_name, detach=True, ports={f'{port}/tcp': port})
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return container
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def generate_app(user_idea, project_name):
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# Extract key information from the user idea
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summary = nlp_pipeline(user_idea, max_length=50, min_length=10)[0]["summary_text"]
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# Create project directory if it doesn't exist
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project_path = create_project(project_name)
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# Generate code using Codex
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prompt = f"Create a simple Streamlit app for the project named '{project_name}'. The app should display the following summary: '{summary}'."
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generated_code = codex_pipeline(prompt)[0]['generated_text']
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# Save the generated code to a file in the project directory
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with open(os.path.join(project_path, "app.py"), "w") as f:
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f.write(generated_code)
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# Deploy the app to Hugging Face Spaces
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deploy_app_to_hf_spaces(project_name, token, generated_code)
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return generated_code, project_path
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def deploy_app_to_hf_spaces(project_name, token, generated_code):
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repo_name = f"hf-{project_name}"
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repo_id = hf_api.changelog.get_repo_id(repo_name)
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if not repo_id:
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create_repo = huggingface_cli.create_repo(repo_name, "public", "Streamlit App", token)
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repo_id = create_repo["repo_id"]
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# Save the generated code to a temporary file
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temp_file = "temp_code.py"
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with open(temp_file, "w") as f:
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f.write(generated_code)
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# Upload the file to Hugging Face Spaces
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api.upload_files(repo_id, [temp_file], token)
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# Delete the temporary file
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os.remove(temp_file)
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def launch_chatapp(project_path):
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# ... (previous code)
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if st.button("Build & Deploy"):
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token = st.text_input("Enter your Hugging Face token:", type="password")
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generated_code, project_path = generate_app(st.session_state["user_idea"], project_name)
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st.write(f"Generated code: {generated_code}")
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if token:
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deploy_app_to_hf_spaces(project_name, token, generated_code)
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st.success("App deployed to Hugging Face Spaces!")
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else:
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st.error("Please enter a Hugging Face token to deploy the app.")
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if __name__ == "__main__":
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db.create_all() # Create the database tables if they don't exist
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main()
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