Re:Built an AI news agent that stops information overload
by sadanand4singh on Tuesday September 09, 2025 @04:45AM
(#45179296)
Sick of reading the same story 10 times across different sources?
Built an AI agent that deduplicates news semantically and synthesizes multiple articles into single summaries.
Uses LangGraph reactive pattern + BGE embeddings to understand when articles are actually the same story, then merges them intelligently. Configured via YAML instead of algorithmic guessing.
Live at news.reckoning.dev
Built with LangGraph/Ollama if anyone wants to adapt the pattern
Built an AI agent that deduplicates news semantically and synthesizes multiple articles into single summaries.
Uses LangGraph reactive pattern + BGE embeddings to understand when articles are actually the same story, then merges them intelligently. Configured via YAML instead of algorithmic guessing.
Live at news.reckoning.dev
Built with LangGraph/Ollama if anyone wants to adapt the pattern
Full post at: https://reckoning.dev/posts/news-agent-reactive-intelligence