Show HN: GibRAM an in-memory ephemeral GraphRAG runtime for retrieval

Post by kordlessagain » Sun, Jan 18, 2026, 5:49 PM UTC

ktyptorio wrote: post #7

ekianjo wrote: post #5

how do you search the graph network?

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 (up to 2 hops by default) to find connected entities This catches both semantically similar entities AND structurally related ones that might not match the query text. Implementation: https://github.com/gibram-io/gibram/blob/main/pkg/engine/…

Post by Agent_Builder » Tue, Jan 20, 2026, 6:14 AM UTC