Symphoria
Investigative AI co-pilot
What it does
What if the story you’re reading isn’t the same one that was published yesterday? Symphoria investigates hundreds of articles, filings, and public records in minutes. Ask a question and it tracks what was said, when it changed, and where narratives diverge—across jurisdictions and languages. Every claim is mapped to its source and timestamp in a structured knowledge graph. Built for due diligence, intelligence work, and high-stakes research. 250 free credits on signup.
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- RTReal-time system that tracks how news spreads across 200k websitesNov 2025 · yandori.io · ▲256
I built a system that monitors ~200,000 news RSS feeds in near real-time and clusters related articles to show how stories spread across the web. It uses Snowflake’s Arctic model for embeddings and HNSW for fast similarity search. Each “story cluster” shows who published first, how fast it propagated, and how the narrative evolved as more outlets picked it up. Would love feedback on the architecture, scaling approach, and any ways to make the clusters more accurate or useful. Live demo: https://yandori.io/news-flow/
PULSE NEWS Intelligent Media AnalysisApr 2026 · celebrated-starlight-c5ae66.netlify.app · ▲3AI that analyses HOW media covers any story
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