RAGU Team

Welcome to the RAGU Team YouTube channel!

We're building RAGU https://github.com/RaguTeam/RAGU — an open-source GraphRAG engine that combines:

-   LLM-based entity and relation extraction
-   Graph construction with Leiden community detection
-   Multiple retrieval strategies: local neighborhoods, global summaries, and vector search
-   Flexible storage backends for graphs, key-values, and vectors

Our team took first place in Task B of the SemEval 2026 MTRAG track, and now we're sharing everything we know about GraphRAG — tutorials, deep dives, architecture walkthroughs, and real-world use cases.

Whether you're a researcher, developer, or just GraphRAG-curious — there's something here for you.