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SearchQuery -> RelevantContext
Query a vector database using the embedding of the current task to retrieve relevant past context.
Problem it solves
Agents lose context over long execution trajectories due to context window limits.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.