[KongchangAI]
Conceptquery-driven planner

Query-Driven Planner

One of the core components of DeltaStreamer. When a query arrives, it determines what evidence is needed to answer and whether that evidence is already in memory; if not, it plans which segment of historical frames to revisit. Its output is not an answer but an evidence acquisition path, turning understanding from passive matching into active evidence gathering.

Timeline (last 90 days)

Oct 15

DeltaStreamer consists of three core components: change-aware memory, a query-driven planner, and targeted evidence collection and replay.

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Oct 15

After receiving a query, the query-driven planner determines what evidence is needed, whether the evidence is already in memory, and if not, which historical frames need to be revisited, outputting an evidence acquisition path rather than an answer.

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