|
|
--- |
|
|
title: AI News Stream Global |
|
|
emoji: ๐ |
|
|
colorFrom: pink |
|
|
colorTo: blue |
|
|
sdk: gradio |
|
|
sdk_version: 5.43.1 |
|
|
app_file: app.py |
|
|
pinned: false |
|
|
license: apache-2.0 |
|
|
short_description: AI-powered 24/7 real-time news service. |
|
|
--- |
|
|
|
|
|
๐ค Global AI News Stream - 100% Unmanned Automated AI News Generation Platform |
|
|
๐ Fully Automated AI News Ecosystem |
|
|
Global AI News Stream is a completely unmanned AI news auto-generation system that operates 24/7 without human intervention. From web crawling to article writing and image generation, every process is 100% automated. |
|
|
๐ฏ Core Feature: Complete Unmanned Operation |
|
|
๐ Auto Collection โ ๐ค AI Analysis โ โ๏ธ Article Generation โ ๐จ Image Creation โ ๐ Auto Distribution |
|
|
Every process runs automatically without human touch |
|
|
๐ Revolutionary Unmanned Technology |
|
|
1. ๐ท๏ธ Automated Web Crawling & Collection |
|
|
|
|
|
Real-time Web Search: 24-hour automated search via Brave Search API |
|
|
Automatic Keyword Extraction: Auto-parsing related keywords from URL input alone |
|
|
Smart Filtering: Auto-selection of HOT news with AI relevance score 90+ points |
|
|
Multi-source Integration: Automatic collection from global AI news sources |
|
|
|
|
|
2. ๐ง AI-Powered Automatic Analysis |
|
|
|
|
|
Natural Language Processing (NLP): Automated analysis and categorization of collected data |
|
|
Relevance Scoring: 0-100 point automatic evaluation system |
|
|
Trend Detection: Real-time automatic AI trend capture |
|
|
Duplicate Removal: Automatic filtering of duplicate content with smart algorithms |
|
|
|
|
|
3. โ๏ธ Fully Automated Article Generation |
|
|
python# Automated Generation Process |
|
|
1. Keyword Detection โ 2. Web Search โ 3. Data Collection |
|
|
โ 4. AI Analysis โ 5. Article Writing โ 6. Auto Publishing |
|
|
|
|
|
Augmented Learning-based Creative/Language Intelligence Enhanced LLM Content Generation: Natural article auto-writing |
|
|
Multi-language Support: Automatic translation and localization |
|
|
SEO Optimization: Automated metadata generation |
|
|
Automatic Category Classification: Corporate, Technology, Research, Robotics |
|
|
|
|
|
4. ๐จ Automated Image Generation System |
|
|
|
|
|
Flux-schnell AI Model: Article content-based automatic image generation |
|
|
Context Awareness: Category-specific visual style customization |
|
|
Multi-source Search: Automatic integration with Unsplash, Pexels, Pixabay |
|
|
16:9 Optimization: Web standard ratio auto-adjustment |
|
|
|
|
|
5. โฐ Scheduler-based Complete Automation |
|
|
pythonBackgroundScheduler(timezone="UTC", daemon=True) |
|
|
# Automatic execution at scheduled intervals |
|
|
# 365-day operation without human intervention |
|
|
|
|
|
Cron Jobs: Automatic updates at set intervals |
|
|
Background Processing: System resource optimization |
|
|
Auto Recovery: Automatic restart on error occurrence |
|
|
Non-stop Operation: 24/7 continuous running |
|
|
|
|
|
๐ Automation Workflow |
|
|
mermaidgraph LR |
|
|
A[Keyword Input/URL] --> B[Auto Web Search] |
|
|
B --> C[Data Collection] |
|
|
C --> D[AI Analysis] |
|
|
D --> E[Article Generation] |
|
|
E --> F[Image Generation] |
|
|
F --> G[Auto Publishing] |
|
|
G --> H[HuggingFace Storage] |
|
|
H --> I[Auto Distribution] |
|
|
๐ฅ Differentiated Unmanned Operating System |
|
|
โ
Zero-Touch Operation |
|
|
|
|
|
Complete automatic operation after initial setup |
|
|
Content production without human intervention |
|
|
Automated quality management system |
|
|
Self-monitoring & reporting |
|
|
|
|
|
โ
Intelligent Automation |
|
|
|
|
|
Meta-system where AI creates AI news |
|
|
Quality improvement through self-learning |
|
|
Context understanding-based content generation |
|
|
Real-time trend adaptation |
|
|
|
|
|
โ
Scalable Architecture |
|
|
|
|
|
Unlimited keyword processing |
|
|
Automatic multi-language support |
|
|
Cloud-based infinite scaling |
|
|
External system integration via API |
|
|
|
|
|
๐ ๏ธ Technology Stack |
|
|
Core Automation Technologies |
|
|
yamlWeb Crawling: |
|
|
- Brave Search API |
|
|
- BeautifulSoup |
|
|
- Requests |
|
|
|
|
|
AI/ML: |
|
|
- GPT Models (Fireworks AI) |
|
|
- NLP Processing |
|
|
- Sentiment Analysis |
|
|
|
|
|
Image Generation: |
|
|
- Flux-schnell |
|
|
- Replicate API |
|
|
- DALL-E Integration |
|
|
|
|
|
Automation Engine: |
|
|
- APScheduler |
|
|
- Threading |
|
|
- Async Processing |
|
|
|
|
|
Data Management: |
|
|
- HuggingFace Datasets |
|
|
- Pandas DataFrame |
|
|
- Auto-versioning |
|
|
๐ Service Link: https://huggingface.co/spaces/openfree/News-Stream |
|
|
๐ Performance Metrics |
|
|
Automation Efficiency |
|
|
|
|
|
Productivity: 100+ articles auto-generated per hour |
|
|
Accuracy: 95%+ category classification accuracy |
|
|
Uptime: 99.9% non-stop operation |
|
|
Cost Reduction: Zero labor cost, 100% automated |
|
|
|
|
|
Content Quality |
|
|
|
|
|
Relevance Score: Average 85+ points |
|
|
SEO Performance: 300% increase in search exposure |
|
|
Image Matching: 90% context match rate |
|
|
Update Cycle: Auto-refresh every 3 hours |
|
|
|
|
|
๐ฏ SEO Optimization Features |
|
|
Automated Metadata Generation |
|
|
|
|
|
Title Tags: AI-based optimized title generation |
|
|
Meta Descriptions: Search engine optimized summaries |
|
|
Keyword Tags: Automatic extraction and density optimization |
|
|
Structured Data: Automatic Schema.org markup application |
|
|
|
|
|
Content Optimization |
|
|
|
|
|
Readability Score: Automatic text optimization |
|
|
Internal Linking: Automatic related article connections |
|
|
Image ALT Tags: Accessibility and SEO enhancement |
|
|
URL Structure: SEO-friendly URL auto-generation |
|
|
|
|
|
๐ท๏ธ Tags & Keywords |
|
|
Key Tags |
|
|
#AINewsAutomation #UnmannedNewsSystem #AutomatedJournalism #ArticleGeneration |
|
|
#MachineLearningNews #DeepLearning #ArtificialIntelligence #NewsBot #AutomationPlatform |
|
|
#HuggingFace #Gradio #PythonAutomation #WebCrawling #NLP |
|
|
SEO Keywords |
|
|
|
|
|
Primary: AI news auto generation, unmanned news system, automation platform |
|
|
Secondary: artificial intelligence article writing, automated web crawling, AI content generation |
|
|
Long-tail: 24-hour unmanned AI news generation system, fully automated news platform |
|
|
|
|
|
๐ก Use Cases |
|
|
Media Companies |
|
|
|
|
|
24-hour AI news channel operation |
|
|
Content production without workforce |
|
|
Real-time trend reporting |
|
|
|
|
|
Tech Blogs |
|
|
|
|
|
Automatic technology trend updates |
|
|
SEO-optimized content |
|
|
Unmanned blog operation |
|
|
|
|
|
Research Institutions |
|
|
|
|
|
Automated AI research trend collection |
|
|
Automatic academic material classification |
|
|
Trend analysis reports |
|
|
|
|
|
๐ Community: https://discord.gg/openfreeai |
|
|
|
|
|
Global AI News Stream - The Future News System Operating Without Human Touch |
|
|
#UnmannedNews #AIAutomation #24HourAutoOperation #ZeroTouchSystem |
