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What Problem Does It Solve?
- Staying up-to-date with AI and LLM developments requires reading dozens of articles every week.
- Manual research is time-consuming and often leads to “information overload” or reading low-quality clickbait.
- Important technical breakthroughs often get buried under marketing fluff.
This workflow solves these by:
- Leveraging Decodo to instantly find and scrape high-quality organic articles (automatically filtering out YouTube/video noise).
- Using AI to read and summarize every article individually.
- Using an "Analyst Agent" to score news by relevance and write a single, high-quality intelligence report.
How to Configure It
Decodo & API Setup
- Decodo: Connect your Decodo credentials. This is the core engine that handles the high-precision Google Search and content scraping.
- OpenAI: Connect your OpenAI API key (GPT-4o or 4.1-mini recommended for best analysis).
- Gmail: Connect a Google Service Account or Gmail OAuth to send the emails.
Search Configuration
- Open the Set Search Config node.
- Edit the
search_queryvalue to match your niche (e.g., "Latest Large Language Model benchmarks" or "Generative AI in Healthcare").
How It Works
- Trigger: The workflow wakes up once a week (customizable).
- Search (Powered by Decodo): It searches Google using Decodo's organic results filter to ensure only high-quality reading material is selected.
- Scraping: It visits every URL found and extracts the raw text, cleaning up HTML tags.
- Summarization: An LLM reads each article individually to extract key technical points.
- Analyst Agent: Reviews all summaries, assigns a "Relevance Score", and compiles the final newsletter.
- Delivery: The final report is emailed to you immediately.
Customization Ideas
- Change the topic to any industry (Crypto, Finance, Sports).
- Swap the AI model for Claude or DeepSeek.
- Log the summaries into a Notion database.
If you need any help Get In Touch