Add app.py - Gradio Blocks UI
Browse files
app.py
ADDED
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| 1 |
+
"""
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| 2 |
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app.py β Gradio Blocks UI for Research Draft.
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| 3 |
+
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| 4 |
+
Provides a clean, academic interface with two roles:
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| 5 |
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β’ Student β upload PDF, generate abstract, view result.
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| 6 |
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β’ Researcher β same as Student + view history, export results.
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| 7 |
+
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| 8 |
+
Launch:
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| 9 |
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python app.py
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| 10 |
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"""
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| 11 |
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| 12 |
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import gradio as gr
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| 13 |
+
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| 14 |
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from abstract_service import generate_abstract_from_pdf
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| 15 |
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from history_manager import (
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| 16 |
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get_history_as_table,
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| 17 |
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clear_history,
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| 18 |
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export_latest_to_txt,
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| 19 |
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export_full_history_to_txt,
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| 20 |
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)
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| 21 |
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| 22 |
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# ---------------------------------------------------------------------------
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| 23 |
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# CSS β minimal overrides for a clean academic look
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| 24 |
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# ---------------------------------------------------------------------------
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| 25 |
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| 26 |
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CUSTOM_CSS = """
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| 27 |
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.main-title {
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| 28 |
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text-align: center;
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| 29 |
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margin-bottom: 0.2em;
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| 30 |
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}
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| 31 |
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.sub-title {
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| 32 |
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text-align: center;
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| 33 |
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color: #555;
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| 34 |
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font-size: 0.95em;
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| 35 |
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margin-top: 0;
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| 36 |
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}
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| 37 |
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"""
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| 38 |
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| 39 |
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# ---------------------------------------------------------------------------
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| 40 |
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# Event handlers
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| 41 |
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# ---------------------------------------------------------------------------
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| 42 |
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| 43 |
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def on_role_change(role: str):
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| 44 |
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"""Toggle visibility of the Researcher-only section."""
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| 45 |
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return gr.Column(visible=(role == "Researcher"))
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| 46 |
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| 47 |
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| 48 |
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def on_generate(pdf_file, role: str):
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| 49 |
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"""
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| 50 |
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Handle the Generate Abstract button click.
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| 51 |
+
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| 52 |
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Returns: (abstract_text, status_message)
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| 53 |
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"""
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| 54 |
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if pdf_file is None:
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| 55 |
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raise gr.Error("Please upload a PDF file first.")
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| 56 |
+
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| 57 |
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# Gradio file path β handle both v5 (.name) and v6 (.path)
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| 58 |
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file_path = getattr(pdf_file, "path", None) or getattr(pdf_file, "name", None)
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| 59 |
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if not file_path:
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| 60 |
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raise gr.Error("Could not read the uploaded file path.")
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| 61 |
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| 62 |
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try:
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| 63 |
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result = generate_abstract_from_pdf(file_path=file_path, role=role)
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| 64 |
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except ValueError as exc:
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| 65 |
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raise gr.Error(str(exc))
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| 66 |
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except RuntimeError as exc:
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| 67 |
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raise gr.Error(str(exc))
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| 68 |
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except FileNotFoundError as exc:
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| 69 |
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raise gr.Error(str(exc))
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| 70 |
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except Exception as exc:
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| 71 |
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raise gr.Error(f"Unexpected error: {exc}")
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| 72 |
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| 73 |
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return result["abstract"], f"β
{result['status']}"
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| 74 |
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| 75 |
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| 76 |
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def on_view_history():
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| 77 |
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"""Load history rows for the Dataframe."""
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| 78 |
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rows = get_history_as_table()
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| 79 |
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if not rows:
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| 80 |
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gr.Info("No history entries yet.")
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| 81 |
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return rows
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| 82 |
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| 83 |
+
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| 84 |
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def on_clear_history():
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| 85 |
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"""Wipe the persistent history file and return an empty table."""
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| 86 |
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clear_history()
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| 87 |
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gr.Info("History cleared.")
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| 88 |
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return []
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| 89 |
+
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| 90 |
+
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| 91 |
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def on_export_latest():
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| 92 |
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"""Export the latest abstract to a .txt download."""
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| 93 |
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path = export_latest_to_txt()
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| 94 |
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if path is None:
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| 95 |
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raise gr.Error("Nothing to export β history is empty.")
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| 96 |
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return path
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| 97 |
+
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| 98 |
+
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| 99 |
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def on_export_full():
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| 100 |
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"""Export the entire history to a .txt download."""
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| 101 |
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path = export_full_history_to_txt()
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| 102 |
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if path is None:
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| 103 |
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raise gr.Error("Nothing to export β history is empty.")
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| 104 |
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return path
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| 105 |
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| 106 |
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| 107 |
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# ---------------------------------------------------------------------------
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| 108 |
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# UI layout (Gradio Blocks)
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| 109 |
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# ---------------------------------------------------------------------------
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| 110 |
+
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| 111 |
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with gr.Blocks(title="Research Draft") as demo:
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| 112 |
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| 113 |
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# ββ Header ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 114 |
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gr.Markdown(
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| 115 |
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"<h1 class='main-title'>π Research Draft</h1>",
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| 116 |
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)
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| 117 |
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gr.Markdown(
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| 118 |
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"<p class='sub-title'>"
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| 119 |
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"AI-powered academic abstract generation Β· Local & Private"
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| 120 |
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"</p>",
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| 121 |
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)
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| 122 |
+
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| 123 |
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# ββ Role selector βββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 124 |
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with gr.Row():
|
| 125 |
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role_dropdown = gr.Dropdown(
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| 126 |
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choices=["Student", "Researcher"],
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| 127 |
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value="Student",
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| 128 |
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label="Select your role",
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| 129 |
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scale=1,
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| 130 |
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interactive=True,
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| 131 |
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)
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| 132 |
+
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| 133 |
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gr.Markdown("---")
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| 134 |
+
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| 135 |
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# ββ Main generation section (visible to all roles) ββββββββββββββββββββ
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| 136 |
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gr.Markdown("### Upload & Generate")
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| 137 |
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with gr.Row():
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| 138 |
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with gr.Column(scale=2):
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| 139 |
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pdf_input = gr.File(
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| 140 |
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label="Upload Research Paper (PDF)",
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| 141 |
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file_types=[".pdf"],
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| 142 |
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file_count="single",
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| 143 |
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)
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| 144 |
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generate_btn = gr.Button(
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| 145 |
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"π Generate Abstract",
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| 146 |
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variant="primary",
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| 147 |
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size="lg",
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| 148 |
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)
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| 149 |
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status_box = gr.Textbox(
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| 150 |
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label="Status",
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| 151 |
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interactive=False,
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| 152 |
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lines=1,
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| 153 |
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placeholder="Upload a PDF and click Generateβ¦",
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| 154 |
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)
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| 155 |
+
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| 156 |
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with gr.Column(scale=3):
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| 157 |
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abstract_output = gr.Textbox(
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| 158 |
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label="Generated Abstract",
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| 159 |
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interactive=False,
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| 160 |
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lines=12,
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| 161 |
+
buttons=["copy"],
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| 162 |
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placeholder="Your generated abstract will appear hereβ¦",
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| 163 |
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)
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| 164 |
+
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| 165 |
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# ββ Researcher-only section βββββββββββββββββββββββββββββββββββββββββββ
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| 166 |
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with gr.Column(visible=False) as researcher_section:
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| 167 |
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gr.Markdown("---")
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| 168 |
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gr.Markdown("### π¬ Researcher Tools")
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| 169 |
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| 170 |
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with gr.Row():
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| 171 |
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view_history_btn = gr.Button("π View History")
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| 172 |
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clear_history_btn = gr.Button("ποΈ Clear History")
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| 173 |
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export_latest_btn = gr.Button("π₯ Export Latest")
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| 174 |
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export_full_btn = gr.Button("π₯ Export Full History")
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| 175 |
+
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| 176 |
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history_table = gr.Dataframe(
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| 177 |
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headers=["Timestamp", "Role", "Filename", "Abstract (preview)"],
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| 178 |
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datatype=["str", "str", "str", "str"],
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| 179 |
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interactive=False,
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| 180 |
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wrap=True,
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| 181 |
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label="Generation History",
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| 182 |
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)
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| 183 |
+
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| 184 |
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export_file = gr.File(
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| 185 |
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label="Download Export",
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| 186 |
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interactive=False,
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| 187 |
+
)
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| 188 |
+
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| 189 |
+
# ββ Footer ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 190 |
+
gr.Markdown(
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| 191 |
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"<br><center style='color:#999; font-size:0.8em;'>"
|
| 192 |
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"Research Draft Β· B.Tech Final Year Project Β· Runs 100 % locally"
|
| 193 |
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"</center>"
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| 194 |
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)
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| 195 |
+
|
| 196 |
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# ββ Event wiring ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 197 |
+
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| 198 |
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# Role switch β show/hide researcher section
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| 199 |
+
role_dropdown.change(
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| 200 |
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fn=on_role_change,
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| 201 |
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inputs=role_dropdown,
|
| 202 |
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outputs=researcher_section,
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| 203 |
+
)
|
| 204 |
+
|
| 205 |
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# Generate abstract
|
| 206 |
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generate_btn.click(
|
| 207 |
+
fn=on_generate,
|
| 208 |
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inputs=[pdf_input, role_dropdown],
|
| 209 |
+
outputs=[abstract_output, status_box],
|
| 210 |
+
)
|
| 211 |
+
|
| 212 |
+
# Researcher tools
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| 213 |
+
view_history_btn.click(
|
| 214 |
+
fn=on_view_history,
|
| 215 |
+
outputs=history_table,
|
| 216 |
+
)
|
| 217 |
+
clear_history_btn.click(
|
| 218 |
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fn=on_clear_history,
|
| 219 |
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outputs=history_table,
|
| 220 |
+
)
|
| 221 |
+
export_latest_btn.click(
|
| 222 |
+
fn=on_export_latest,
|
| 223 |
+
outputs=export_file,
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| 224 |
+
)
|
| 225 |
+
export_full_btn.click(
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| 226 |
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fn=on_export_full,
|
| 227 |
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outputs=export_file,
|
| 228 |
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)
|
| 229 |
+
|
| 230 |
+
|
| 231 |
+
# ---------------------------------------------------------------------------
|
| 232 |
+
# Entry point
|
| 233 |
+
# ---------------------------------------------------------------------------
|
| 234 |
+
|
| 235 |
+
if __name__ == "__main__":
|
| 236 |
+
demo.launch(
|
| 237 |
+
server_name="0.0.0.0",
|
| 238 |
+
server_port=7860,
|
| 239 |
+
show_error=True,
|
| 240 |
+
css=CUSTOM_CSS,
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| 241 |
+
)
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