Viewing profile — ktyptorio

Exactly, thank you. Still in LLM-based extraction.

Actually, the name definitely came after noticing RAM prices. Though the idea where the graph-in-memory only for ephemeral RAG sessions came first, we won't pretend the naming wasn…

There are two steps: Vector search (HNSW): Find top-k similar entities/text units from the query embedding Graph traversal (BFS): From those seed entities, traverse relationships (…

I've just released a casual personal project for Ephemeral GraphRAG. It's still experimental and open source: https://github.com/gibram-io/gibram

Hi HN, I have been working with regulation-heavy documents lately, and one thing kept bothering me. Flat RAG pipelines often fail to retrieve related articles together, even when t…