ADK Java — Memory Summarization

Why it matters

Summarization shapes long conversations. Understanding shapes design.

The architecture

Threshold: N turns or M tokens.

LLM summarizes oldest chunk.

Replace with summary.

How it works end to end

Summarize per-N-turns.

Cascade: summary of summaries for very long.

Retain recent verbatim.