This Langflow flow implements a weekly news curation and newsletter drafting pipeline.

It begins by taking your topic, audience definition (persona, industry, seniority), preferred tone (executive, conversational, analytical), and a weekly time window. Using Tavily search, the workflow discovers relevant recent articles and collects source URLs.

A content extraction stage retrieves the full text from the selected sources and normalizes it by removing boilerplate and duplicates. The flow can then summarize each article into a consistent format (headline, why it matters, key points, and a source link), ensuring the newsletter remains scannable.

A synthesis stage selects and ranks the most important stories, identifies recurring themes, and assembles the newsletter structure (opening hook, top stories, quick hits, and closing CTA). It can adapt the writing style and emphasis based on the target audience—e.g., ROI and market implications for executives vs tactical takeaways for practitioners.

Finally, the workflow outputs a ready-to-send newsletter draft (plain text or structured sections) that can be pasted into your email tool or extended with integrations for automated distribution.

The flow can be extended into a full newsletter operations system. Add deduplication and scoring to prevent repeated sources, enforce editorial rules (length, number of stories, section templates), and store weekly outputs in a database for historical comparison. Integrate with Gmail, Mailchimp, HubSpot, or customer.io to send campaigns automatically after review, and add A/B variants (subject lines, openings, CTAs) to optimize engagement. Advanced setups can personalize story selection per segment, generate social snippets from each story, and create a feedback loop that uses open/click metrics to refine future ranking and formatting.