0.5×← Perlahan · Cepat →
💬Tekan Play Demo untuk lihat bagaimana Article Summary Agent meringkaskan artikel.
Demo Complete — All Stages Generated
01 WhatsApp Command
02 Requirement Analysis
Menunggu Sedang aktif Selesai
03 Python Script Generation
1
📥
Ambil artikelFetch articles from repository
2
🔍
Baca & fahamiExtract key points
3
✍️
Hasilkan ringkasanGenerate concise summary
4
📋
Log & simpanStore summary in database
import pandas as pd
from transformers import pipeline
summarizer = pipeline('summarization')
def summarize_article(text):
summary = summarizer(text, max_length=150, min_length=40)[0]['summary_text']
return summary
articles = pd.read_csv('articles.csv')
articles['summary'] = articles['body'].apply(summarize_article)
articles.to_csv('summaries.csv', index=False)
print(f'Summarised {len(articles)} articles')
04 Block Diagram
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05 System Schematic
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⚠️ Verify article summaries for factual accuracy before publication.
06 Simulasi Article Summary
Mula Ringkasan
07 Article Summary Report
Terminal Log
[SISTEM] Article Summary Agent sedia
System Architecture
🤖 Agent Layer
Article fetcher
NLP summarizer
Key insight extractor
🎓 Education Layer
Article repository
Summary DB
Search index
Safety Notes
- Verify AI-generated summaries for factual accuracy before use.
- Respect copyright and fair use when summarizing articles.
- Configure citation tracking for summarized works.
- Browser demo uses simulated data only.