Delete app.py
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app.py
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import os
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import json
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import gradio as gr
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from typing import Literal
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TaskType = Literal["NER", "RE", "EE", "Base"]
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ModeType = Literal["direct", "fast-thinking", "slow-thinking", "customized"]
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class InterFace:
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def __init__(self, dm):
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"""
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receive the Pipeline instance as a parameter
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"""
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self.dm = dm
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def collect_and_process_inputs(self, task_description, file=None):
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"""
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collect user inputs, return the processing result directly
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"""
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# if file is not None:
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# file_path = self.save_file(file)
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# print(f"Your file has been saved, you can find it at: {file_path}")
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# else:
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# file_path = None
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file_path = "/disk/disk_20T/luoyujie/Agent/OneKE-Agent-reconstruct/data/input_files/Harry_Potter_Chapter1.pdf"
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dm_response, dm_code = self.dm.get_extraction_result(file_path, task_description)
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return json.dumps(dm_response, indent=2), dm_code
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def save_file(self, file):
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"""
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save file to the server and return the file path
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"""
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file_path = os.path.join("saved", file.name)
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os.makedirs(os.path.dirname(file_path), exist_ok=True)
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with open(file_path, "wb") as f:
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f.write(file.read())
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return file_path
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def run_interface(self):
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"""
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run Gradio interface
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"""
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task_options = list(TaskType.__args__)
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mode_options = list(ModeType.__args__)
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# create the interface
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with gr.Blocks() as demo:
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gr.HTML("""
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<div style="text-align:center;">
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<p align="center">
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<a href="https://github.com/R10836/DeepKE/blob/main/example/llm/assets/oneke_logo.png">
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<img src="https://raw.githubusercontent.com/R10836/DeepKE/refs/heads/main/example/llm/assets/oneke_logo.png" width="240"/>
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</a>
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</p>
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<h1>OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System</h1>
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<p>
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📑[<a href="https://huggingface.co">Paper</a>]
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👨💻[<a href="https://github.com" target="_blank"><span class="icon"><i class="fab fa-github"></i></span>Code</a>]
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📄[<a href="https://zjunlp.gitbook.io">Docs</a>]
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🤗[<a href="https:/huggingface.cot" target="_blank">Demo</a>]
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</p>
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</div>
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""")
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# section: input area
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with gr.Row():
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task = gr.Dropdown(choices=task_options, label="Select your Task", value="Base")
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mode = gr.Dropdown(choices=mode_options, label="Select your Mode", value="direct")
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task_description = gr.Textbox(label="Instruction", placeholder="Enter task description, e.g., extract key information from this article.")
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text = gr.Textbox(label="Text", placeholder="Or enter text here directly")
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use_file = gr.Checkbox(label="Use File", value=False)
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file = gr.File(label="Upload File", visible=False, container=True, scale=2)
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use_file.change(
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lambda use_file: gr.update(visible=use_file),
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inputs=[use_file],
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outputs=[file]
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)
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# section: output area
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code_output = gr.Code(label="Generated Schema", language="python", lines=10, interactive=False)
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model_output = gr.Code(label="Final Answer", language="json", lines=10, interactive=False)
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run_button = gr.Button("Submit")
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run_button.click(
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self.collect_and_process_inputs,
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inputs=[task_description, file],
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outputs=[model_output, code_output],
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)
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# launch the interface
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demo.launch(share=False)
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if __name__ == "__main__":
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# 你需要替换 dm 为你的 pipeline 实例
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dm_instance = None # 填入你的模型实例
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app = InterFace(dm_instance)
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app.run_interface()
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