Pranav Harikumar blog / literature / projects / writeups

Wiki Memory

Long-running memory layer that turns immutable raw sources into canonical wiki pages, relation graphs, temporal facts, and answer-ready context.

Built so agents can recall sourced, revisable memory instead of replaying transcripts.

LongMemEval-S wiki-index run: 470 cases, hit@1 88.7%, hit@5 97.9%, hit@10 99.1%, and MRR 0.924.