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Update app.py
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app.py
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"""
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"""
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import gradio as gr
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import requests, json, pathlib, mimetypes
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# === CONFIGURATION ===
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def call_kgx3(title, email, pdf_file, agreement):
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"""Send uploaded PDF to the shared KGX3 endpoint on PreprintWatch if disclaimer accepted."""
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if not agreement:
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return "⚠️ You must accept the disclaimer before running KGX3.", ""
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if not pdf_file:
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return "Please select a PDF file.", ""
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pdf_path = pdf_file.name
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if not pdf_path.lower().endswith(".pdf"):
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return "Only PDF files are supported.", ""
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#
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headers = {"X-API-Key": API_KEY, "Content-Type": "application/json"}
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payload = {
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"title": title or pathlib.Path(pdf_path).stem,
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"pdf_url": file_url,
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}
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if email:
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payload["email"] = email
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try:
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resp = requests.post(API_ENDPOINT, headers=headers, json=payload, timeout=180)
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return f"Request error: {e}", file_url
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# === STYLE (high-contrast
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FUTURE_CSS = """
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/* === GLOBAL RESET === */
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html, body, .gradio-container {
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background
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color
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font-family:
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}
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* {
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background-color: #000 !important;
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border-color: #00ff99 !important;
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}
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border:
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border-radius:
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padding: 6px 8px !important;
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}
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::placeholder { color: #00ff99 !important; opacity: 0.6; }
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/* === BUTTONS === */
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button {
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background
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border-radius: 4px;
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text-transform: uppercase;
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font-weight: 700;
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letter-spacing: 0.5px;
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padding: 8px 16px !important;
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}
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button:hover { background
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background-color: #000 !important;
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color: #00ff99 !important;
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border: 1px solid #00ff99 !important;
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border-radius: 4px;
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}
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/* === SCROLLBARS === */
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::-webkit-scrollbar { width: 8px; background: #000; }
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::-webkit-scrollbar-thumb { background: #00ff99; border-radius: 4px; }
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"""
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gr.Markdown("""
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#
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Upload a scientific preprint PDF.
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The app sends it to the **PreprintWatch KGX3** API for automated paradigm-cycle analysis.
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""")
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# --- Disclaimer
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gr.Markdown("""
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### ⚠️ Disclaimer
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By using this interface, you confirm that:
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- You are solely responsible and accountable for the files you upload.
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- All uploaded files are automatically deleted within **24 hours**.
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- System logs of KGX3 activity are retained securely for **up to 60 days** for
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- You must ensure that any material you upload is lawful, non-confidential, and free of third-party rights restrictions.
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""")
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agreement = gr.Checkbox(
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label="I have read and accept full responsibility and accountability for the files I upload.",
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value=False
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)
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# ---
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with gr.Row():
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with gr.Column(scale=1):
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title_box = gr.Textbox(label="Preprint Title", placeholder="Enter or paste the paper title")
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email_box = gr.Textbox(label="Email (
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file_box
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run_btn
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with gr.Column(scale=1):
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output_json = gr.Code(label="KGX3 Response", language="json")
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output_url
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inputs=[title_box, email_box, file_box, agreement],
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outputs=[output_json, output_url]
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)
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gr.Markdown(
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"<small>Built on Gradio • Hosted on Hugging Face Spaces • Thomas Kuhn Foundation © 2025</small>"
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)
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demo.launch()
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"""
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KGX3 Research Analyzer – Hugging Face Space
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Uploads PDFs to the private WordPress /PDF endpoint (secured with X-API-Key),
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retrieves a signed temporary link, and sends it to the PreprintWatch KGX3 API.
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"""
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import gradio as gr
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import requests, json, pathlib, mimetypes, re
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# === CONFIGURATION ===
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WP_UPLOAD_URL = "https://preprintwatch.com/wp-json/kgx3/v1/upload" # your WP REST route
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WP_UPLOAD_KEY = "lmsijtadti7tiDD6750xNdN" # shared secret
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API_ENDPOINT = "https://preprintwatch.com/wp-json/pw-kgx3/v1/submit" # KGX3 proxy
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API_KEY = "sk-X1zY9wS3-vU4tQ0-rOjH5gK2fE7mN6" # internal KGX3 key
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# === HELPERS ===
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def upload_private_pdf(pdf_path: str) -> str:
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"""Upload to WordPress secure uploader and return signed fetch URL."""
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with open(pdf_path, "rb") as f:
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r = requests.post(
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WP_UPLOAD_URL,
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headers={"X-API-Key": WP_UPLOAD_KEY},
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files={"file": f},
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timeout=60
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)
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r.raise_for_status()
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data = r.json()
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if "fetch_url" not in data:
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raise RuntimeError(f"Upload failed: {data}")
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return data["fetch_url"]
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# === MAIN WORKFLOW ===
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def call_kgx3(title, email, pdf_file, agreement):
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if not agreement:
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return "⚠️ You must accept the disclaimer before running KGX3.", ""
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if not pdf_file:
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return "Please select a PDF file.", ""
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if not email or not re.match(r"[^@]+@[^@]+\\.[^@]+", email):
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return "A valid email address is required to run KGX3.", ""
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pdf_path = pdf_file.name
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if not pdf_path.lower().endswith(".pdf"):
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return "Only PDF files are supported.", ""
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# --- Upload to WP and get temporary signed URL ---
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try:
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file_url = upload_private_pdf(pdf_path)
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except Exception as e:
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return f"Upload error: {e}", ""
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# --- Forward to KGX3 ---
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headers = {"X-API-Key": API_KEY, "Content-Type": "application/json"}
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payload = {"title": title or pathlib.Path(pdf_path).stem, "pdf_url": file_url, "email": email}
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try:
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resp = requests.post(API_ENDPOINT, headers=headers, json=payload, timeout=180)
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return f"Request error: {e}", file_url
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# === STYLE (high-contrast Matrix aesthetic) ===
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FUTURE_CSS = """
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html, body, .gradio-container {
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background:#000 !important;
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color:#00ff99 !important;
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font-family:'Courier New',monospace !important;
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}
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* { box-sizing:border-box; color:#00ff99 !important; }
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h1,h2,h3,label,.label {
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font-weight:700 !important; text-transform:uppercase;
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border-bottom:1px solid #00ff99; padding-bottom:4px; margin-bottom:8px;
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}
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.gr-box,.gr-panel,.gr-column,.gr-row {
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background:#000 !important; border:1px solid #00ff99 !important;
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border-radius:6px; padding:10px;
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}
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input,textarea,.upload-box,.file-preview,.wrap-inner {
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background:#000 !important; border:1px solid #00ff99 !important;
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color:#00ff99 !important; border-radius:4px; padding:6px 8px !important;
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}
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button {
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background:#000 !important; color:#00ff99 !important;
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border:2px solid #00ff99 !important; border-radius:4px;
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text-transform:uppercase; font-weight:700; padding:8px 16px !important;
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}
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button:hover { background:#00ff99 !important; color:#000 !important; }
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pre,code,.cm-editor,.cm-content,.cm-line {
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background:#000 !important; color:#00ff99 !important;
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border:1px solid #00ff99 !important; border-radius:4px; padding:10px;
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}
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input[type=checkbox]{accent-color:#00ff99 !important;transform:scale(1.1);}
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::-webkit-scrollbar{width:8px;background:#000;}
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::-webkit-scrollbar-thumb{background:#00ff99;border-radius:4px;}
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footer,.footer,small{color:#00ff99 !important;opacity:.8;text-align:center;}
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"""
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# === BUILD INTERFACE ===
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with gr.Blocks(css=FUTURE_CSS, title="KGX3 Research Analyzer") as demo:
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gr.Markdown("""
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# **KGX3 Engine**
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Upload a scientific preprint PDF.
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The app sends it to the **PreprintWatch KGX3** API for automated paradigm-cycle analysis.
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""")
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# --- Disclaimer ---
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gr.Markdown("""
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### ⚠️ Disclaimer
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By using this interface, you confirm that:
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- You are solely responsible and accountable for the files you upload.
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- All uploaded files are automatically deleted within **24 hours**.
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- System logs of KGX3 activity are retained securely for **up to 60 days** for auditing.
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- You must ensure that any material you upload is lawful, non-confidential, and free of third-party rights restrictions.
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""")
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agreement = gr.Checkbox(
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label="I have read and accept full responsibility and accountability for the files I upload.",
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value=False
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)
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# --- Layout ---
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with gr.Row():
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with gr.Column(scale=1):
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title_box = gr.Textbox(label="Preprint Title", placeholder="Enter or paste the paper title")
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email_box = gr.Textbox(label="Email (required)", placeholder="you@example.com")
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file_box = gr.File(label="Upload PDF", file_types=[".pdf"], type="filepath")
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run_btn = gr.Button("Run KGX3", variant="primary")
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with gr.Column(scale=1):
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output_json = gr.Code(label="KGX3 Response", language="json")
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output_url = gr.Textbox(label="PDF Link Used", interactive=False)
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run_btn.click(call_kgx3,
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inputs=[title_box, email_box, file_box, agreement],
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outputs=[output_json, output_url])
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gr.Markdown("<small>Built on Gradio • Hosted on Hugging Face Spaces • Thomas Kuhn Foundation © 2025</small>")
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demo.launch()
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