04_entity_memory

Deep-dive examples for entity memory: the agent's knowledge base about the world (people, projects, companies, systems), revamped in 2.8.4 around four tools with resolution, supersession and relevance recall in the store.

Files

• 01_the_four_tools.py: remember_about, a correction retiring a stale fact via supersession, and relevance recall in a fresh session.
• 02_links_and_forget.py: reciprocal links with one-hop names on recall, browsing by recency, and archive/revive with forget.

The four tools

Tool	Job
remember_about	Upsert an entity by name: facts, events, description, note= pointer
link_entities	Record a relationship; the edge lands on both entities
search_entities	Find entities; with no query, list by recency (browse)
forget	Retire a fact, or archive a whole entity (reversible)

There are no ids to invent and no fact ids to track: resolution (slugified ids, aliases, normalized types) and correction (fact supersession with as-of dates) are the store's job.