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Overthrow4232
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ed93b21
Update app.py
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app.py
CHANGED
@@ -2,31 +2,27 @@ import spaces
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import gradio as gr
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from wtpsplit import SaT
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import json
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import zipfile
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import io
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import os
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# Initialize the SaT model
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sat = SaT("sat-3l-sm")
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sat.half().to("cuda")
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@spaces.GPU(duration=59)
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def segment_text(input_text,
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results = {}
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if input_text:
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# Process single text input
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sentences = sat.split(input_text)
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results["input_text"] = {"segments": sentences}
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elif
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# Process
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with
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for
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results[file_name] = {"segments": sentences}
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# Create a JSON object with the results
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json_output = json.dumps(results, indent=2)
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@@ -38,11 +34,11 @@ iface = gr.Interface(
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fn=segment_text,
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inputs=[
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gr.Textbox(lines=5, label="Input Text (Optional)"),
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gr.File(label="Upload
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],
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outputs=gr.JSON(label="Segmented Text (JSON)"),
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title="Text Segmentation with SaT",
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description="This app uses the SaT (Segment any Text) model to split input text into sentences and return the result as JSON. You can input text directly or upload a
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examples=[
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["This is a test This is another test.", None],
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["Hello this is a test But this is different now Now the next one starts looool", None],
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import gradio as gr
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from wtpsplit import SaT
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import json
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# Initialize the SaT model
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sat = SaT("sat-3l-sm")
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sat.half().to("cuda")
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@spaces.GPU(duration=59)
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def segment_text(input_text, txt_file):
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results = {}
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if input_text:
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# Process single text input
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sentences = sat.split(input_text)
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results["input_text"] = {"segments": sentences}
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elif txt_file is not None:
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# Process txt file
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with open(txt_file.name, 'r', encoding='utf-8') as file:
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for i, line in enumerate(file, 1):
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line = line.strip()
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if line: # Skip empty lines
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sentences = sat.split(line)
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results[f"document_{i}"] = {"segments": sentences}
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# Create a JSON object with the results
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json_output = json.dumps(results, indent=2)
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fn=segment_text,
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inputs=[
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gr.Textbox(lines=5, label="Input Text (Optional)"),
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gr.File(label="Upload TXT file (Optional) Row-separated", file_types=[".txt"])
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],
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outputs=gr.JSON(label="Segmented Text (JSON)"),
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title="Text Segmentation with SaT",
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description="This app uses the SaT (Segment any Text) model to split input text into sentences and return the result as JSON. You can input text directly or upload a TXT file containing multiple documents (one per line). All credits to the respective author(s). Github: https://github.com/segment-any-text/wtpsplit/tree/main",
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examples=[
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["This is a test This is another test.", None],
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["Hello this is a test But this is different now Now the next one starts looool", None],
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