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Update ADK doc according to issue #1292 - 8 - Incremental Memory Updates#1306

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Update ADK doc according to issue #1292 - 8 - Incremental Memory Updates#1306
adk-bot wants to merge 1 commit intomainfrom
agent-changes-20260211-235433

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@adk-bot adk-bot commented Feb 11, 2026

Add a section "Incremental Memory Updates".
Explain that add_events_to_memory(events=...) can be used to add specific events (deltas) to memory without re-ingesting the entire session. This is more efficient for long-running sessions.

Add a section "Custom Metadata (Vertex AI Memory Bank)".
Explain that VertexAiMemoryBankService now supports passing custom_metadata to add_session_to_memory and add_events_to_memory. This metadata is passed to the underlying Vertex AI Agent Engine API.
List supported metadata keys (e.g., ttl, revision_ttl).

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@joefernandez joefernandez changed the title Update ADK doc according to issue #1292 - 8 Update ADK doc according to issue #1292 - 8 - Incremental Memory Updates Feb 13, 2026
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