clarity-agent / app.py
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import gradio as gr
from transformers import pipeline
summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
def analyze_text(text):
summary = summarizer(text, max_length=150, min_length=40, do_sample=False)[0]["summary_text"]
follow_ups = [
"What assumptions are made?",
"What are potential counterarguments?",
"What are possible next research questions?"
]
return summary, "\n".join(follow_ups)
with gr.Blocks() as demo:
gr.Markdown("### 🧠 Clarity Agent\nPaste text or upload a file to get a summary and follow-up ideas.")
with gr.Row():
input_text = gr.Textbox(label="Paste text", lines=12)
file_upload = gr.File(label="...or upload .txt/.md", file_types=[".txt", ".md"])
submit = gr.Button("Analyze")
output_summary = gr.Textbox(label="Summary")
output_questions = gr.Textbox(label="Follow-up Questions")
def load_and_analyze(paste, file):
content = paste or (file.read().decode() if file else "")
return analyze_text(content) if content.strip() else ("No input provided", "")
submit.click(load_and_analyze, inputs=[input_text, file_upload], outputs=[output_summary, output_questions])
demo.launch()