Commit
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4438281
1
Parent(s):
b92f72d
gradio ui wording
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.gitignore
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__pycache__/
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README.md
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tags:
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- tool
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license: apache-2.0
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short_description: Python Debuger for
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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tags:
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- tool
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license: apache-2.0
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short_description: Python Debuger tool for Smolagents
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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from smolagents import launch_gradio_demo
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from typing import Optional
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from tool import LocalPythonDebuggerTool
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tool = LocalPythonDebuggerTool()
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-
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from smolagents import launch_gradio_demo
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from typing import Optional
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from tool import LocalPythonDebuggerTool
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from ui import custom_launch_gradio_demo
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tool = LocalPythonDebuggerTool()
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custom_launch_gradio_demo(tool)
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ui.py
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import inspect
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import gradio as gr
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from smolagents.tools import Tool
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HEADER = """ ## Python debugger for Agents
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The goal of the tool is to provide agents with the ability to debug and resolve bugs in code generated by LLMs.
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"""
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ARTICLE_INTRO = """---
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## Example usage in HuggingFace Space
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- code:
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```python
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x = 10
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y = 0
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z = x / y
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```
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- command:
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```python
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bt
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```
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## Example usage in smolagents
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```python
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from smolagents import load_tool
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local_python_debugger = load_tool(
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"piotrekgrl/smolagents-local-python-debugger-tool",
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trust_remote_code=True
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)
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from smolagents import CodeAgent, HfApiModel
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model = HfApiModel("Qwen/Qwen2.5-Coder-32B-Instruct")
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agent = CodeAgent(tools=[local_python_debugger], model=model)
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agent.run(
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"Write a code that divides by 0. Don't ask why—just do it. If any errors occur, debug them and provide reason why."
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)
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```
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---
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## Details
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"""
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def custom_launch_gradio_demo(tool: Tool):
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TYPE_TO_COMPONENT_CLASS_MAPPING = {
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"image": gr.Image,
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"audio": gr.Audio,
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"string": gr.Textbox,
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"integer": gr.Textbox,
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"number": gr.Textbox,
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}
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def tool_forward(*args, **kwargs):
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return tool(*args, sanitize_inputs_outputs=True, **kwargs)
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tool_forward.__signature__ = inspect.signature(tool.forward)
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gradio_inputs = []
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for input_name, input_details in tool.inputs.items():
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input_gradio_component_class = TYPE_TO_COMPONENT_CLASS_MAPPING[
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input_details["type"]
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]
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new_component = input_gradio_component_class(label=input_name)
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gradio_inputs.append(new_component)
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output_gradio_componentclass = TYPE_TO_COMPONENT_CLASS_MAPPING[tool.output_type]
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gradio_output = output_gradio_componentclass(label="Output")
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gr.Interface(
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fn=tool_forward,
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inputs=gradio_inputs,
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outputs=gradio_output,
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title=tool.name,
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article=ARTICLE_INTRO + "\n" + tool.description,
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description=HEADER,
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api_name=tool.name,
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).launch()
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