This content originally appeared on DEV Community and was authored by Dan Shalev
In this workshop we’ll show 2 live builds: Fractal KG, a UI for building knowledge graphs from a natural language prompt, and VCPedia, a real-time startup intelligence Crunchbase-like platform that is graph powered by hourly Twitter pulls, LLM-based funding-round extraction, and automated newsletters.
Get information: Map out Fractal KG’s architecture: ingestion, embedding, dedupe, hierarchy, and newsletters.
Get inspired: Break down VCPedia’s architecture.
Get started: Integrate FalkorDB for graph queries, multi-tenant support, and setup.
18 June, 2025 ⏰ PDT: 10:00 AM | EDT: 1:00 PM | CEST: 7:00 PM
Sign up link: Sign up here (free)
p.s you can register and we’ll send a recap (even if you can’t attend).
This content originally appeared on DEV Community and was authored by Dan Shalev

Dan Shalev | Sciencx (2025-05-27T11:29:14+00:00) How to use a knowledge graph ft. Yohei Nakajima. Retrieved from https://www.scien.cx/2025/05/27/how-to-use-a-knowledge-graph-ft-yohei-nakajima/
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