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Update app.py
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app.py
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@@ -38,59 +38,59 @@ def generate_files(title="Text Generation Tool", emoji="🌖", colorFrom="blue",
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# Generate app.py content
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app_py_content = '''from transformers.tools.base import launch_gradio_demo
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from {} import {}Tool
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launch_gradio_demo({}Tool)
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'''.format(tool_name, tool_name.capitalize(), tool_name.capitalize())
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# Generate requirements.txt content
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requirements_content = '''transformers>=4.29.0
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# diffusers
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accelerate
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torch
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'''
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# Generate text_generator.py content
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text_generator_py_content = '''import os
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from transformers import pipeline
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class {}Tool(Tool):
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'''.format(tool_name.capitalize(), tool_name, tool_description)
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# Write content to files
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with open("README.md", "w") as readme_file:
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readme_file.write(readme_content)
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with open("tool_config.json", "w") as tool_config_file:
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tool_config_file.write(tool_config_json)
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with open("app.py", "w") as app_py_file:
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app_py_file.write(app_py_content)
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with open("requirements.txt", "w") as requirements_file:
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requirements_file.write(requirements_content)
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with open("{}.py".format(tool_name), "w") as text_generator_py_file:
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text_generator_py_file.write(text_generator_py_content)
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# Upload the files to the Hugging Face Hub
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# Return the generated files for download
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return "README.md", "tool_config.json", "app.py", "requirements.txt", "{}.py".format(tool_name)
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# Generate app.py content
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app_py_content = '''from transformers.tools.base import launch_gradio_demo
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from {} import {}Tool
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launch_gradio_demo({}Tool)
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'''.format(tool_name, tool_name.capitalize(), tool_name.capitalize())
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# Generate requirements.txt content
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requirements_content = '''transformers>=4.29.0
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# diffusers
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accelerate
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torch
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'''
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# Generate text_generator.py content
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text_generator_py_content = '''import os
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from transformers import pipeline
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class {}Tool(Tool):
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name = "{}"
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description = (
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"{}"
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)
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inputs = ["text"]
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outputs = ["text"]
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def __call__(self, prompt: str):
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token = os.environ['hf']
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text_generator = pipeline(model="microsoft/Orca-2-13b", token=token)
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generated_text = text_generator(prompt, max_length=500, num_return_sequences=1, temperature=0.7)
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print(generated_text)
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return generated_text
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'''.format(tool_name.capitalize(), tool_name, tool_description)
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# Write content to files
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with open("new/README.md", "w") as readme_file:
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readme_file.write(readme_content)
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with open("new/tool_config.json", "w") as tool_config_file:
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tool_config_file.write(tool_config_json)
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with open("new/app.py", "w") as app_py_file:
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app_py_file.write(app_py_content)
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with open("new/requirements.txt", "w") as requirements_file:
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requirements_file.write(requirements_content)
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with open("new/{}.py".format(tool_name), "w") as text_generator_py_file:
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text_generator_py_file.write(text_generator_py_content)
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# Upload the files to the Hugging Face Hub
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hub = TransformersHub(organization="your_organization")
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hub.create(
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model_id=tool_name,
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repo_path="./new/",
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commit_message="Upload {} tool".format(tool_name),
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private=False
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)
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# Return the generated files for download
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return "README.md", "tool_config.json", "app.py", "requirements.txt", "{}.py".format(tool_name)
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