Automated AI News Aggregator and Analyzer
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This workflow automates the extraction, analysis, and categorization of AI news from TechCrunch. It schedules daily data fetches, processes articles, and leverages an AI agent to summarize, score, and categorize the content into concise, actionable insights.
About This Workflow
The 'NewScraper_TechCrunchNews-AI1' workflow is a sophisticated automation tool designed to keep you at the forefront of AI advancements. It begins by scheduling a daily trigger to fetch the latest AI news from TechCrunch.com at 6 AM UTC. The workflow then intelligently scrapes relevant data, including publication dates and article URLs, from the fetched content. After parsing and structuring this information, it feeds the article content to an advanced AI agent. This agent, configured to act as an intelligent news reporter, performs a deep analysis. It generates a concise summary, assigns a critical score based on predefined quality metrics, and categorizes the news into one of several predefined categories. Finally, the processed and analyzed news is made ready for further use, ensuring you have timely and insightful updates on the AI landscape.
Key Features
- Scheduled Daily News Fetching: Automatically retrieves AI news from TechCrunch every day at a specified time.
- Intelligent Content Extraction: Precisely extracts publication dates and article URLs using CSS selectors.
- AI-Powered Analysis: Utilizes a sophisticated AI agent to summarize, score, and categorize news articles.
- Critical Scoring System: Assigns a news score (1-100) based on importance, originality, reporting quality, and presentation, with penalties for promotional content.
- Categorization Engine: Classifies news into predefined categories for easy organization and filtering.
- Structured Output: Delivers analyzed news in a clean JSON format, ready for integration.
How To Use
- Configure the Schedule Trigger: Adjust the
triggerAtHourin the 'Schedule Trigger1' node to your desired daily fetching time (e.g.,6for 6 AM UTC). - Verify TechCrunch URL: Ensure the URL in the 'TechCrunchNews-AI1' node (
https://techcrunch.com/category/artificial-intelligence/) is correct and points to the desired news category. - Review and Adjust Selectors: If TechCrunch's website structure changes, you may need to update the
cssSelectorvalues in the 'GetDate1' node to accurately extractDatePublishedandurl. - Customize AI Agent Prompt: Modify the
textparameter in the 'AI Agent1' node to refine the AI's summarization, scoring criteria, or category definitions if needed. - Define Output Schema: Ensure the
inputSchemain the 'Structured Output Parser1' node accurately reflects the JSON structure the AI agent is instructed to produce. - Connect Downstream Nodes: Connect the output of the 'Structured Output Parser1' node to any subsequent nodes for further processing, such as saving to a database, sending notifications, or publishing to a platform.
Apps Used
Workflow JSON
{
"id": "0473af3d-8ccf-4349-a43f-5aeb9de8d46c",
"name": "Automated AI News Aggregator and Analyzer",
"nodes": 29,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 0473af3d-8ccf...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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