featuresJune 11, 2026· 3 min read

CSESSION: conversation buffers with semantic recall built in

Chat history is more than the last N turns. CSESSION stores a multi-turn buffer per session, bounded and TTL'd, with both recent-window reads and semantic search across the whole conversation.

Every chat app reinvents the same buffer: a list of turns, trimmed to fit the context window, stuffed back into the next prompt. CSESSION makes it a first-class object. CSESSION ADD appends a turn with its role and an optional TTL; the buffer is bounded per session so a long conversation can't grow without limit.

In plain words: Crowkis keeps a conversation's history for you and lets you both grab the last few messages and semantically search the whole thing — so the agent can recall something said long before the context window's edge.

Reading it works two ways, because conversations are queried two ways. CSESSION RECENT pulls the last N turns for the familiar sliding-window prompt. CSESSION SEARCH runs a semantic query across the entire conversation — so 'what did they say about their budget earlier?' finds the turn from forty messages ago that a recent-window read would have dropped.

agent fan-out, cached

Five agents asking one question should cost one answer.

That second mode is the one that changes what your agent can do. The sliding window forgets the start of a long conversation; semantic recall over the full buffer doesn't, which means an assistant can answer 'as I mentioned earlier' correctly instead of pretending the earlier part never happened.

The bottom line

It's the buffer you were going to build anyway, with the semantic search you probably weren't — bounded, expiring, and one command away instead of one service away.