memory_search

com.twmarketdata/tw-market-data · Verify this server

Recall your own memories — hybrid (semantic + exact-term), with provenance attached. Every result carries where it came from (`source_query_ids`, replayable), when it was believed (`valid_from`/`valid_to`) and what knowledge time it is about (`as_of`), plus a `recall` block stating which model and which filters produced the answer. Args: query: what you are looking for, in words. kinds: restrict to some of 'query' 'factor_def' 'watchlist' 'finding' 'note'. as_of: knowledge-time bound — pass a backtest's as_of and nothing recorded later can come back. Use this for anything point-in-time. key: the stable name, when you know it (e.g. a factor name). agent_id: narrow to one of your agents. include_superseded: also return old versions (the audit view). Default is current only.