gemini-session-management

To prune conversation history and prevent token overflow, apply sliding window truncation to retain the last 10 turns by default, while using recursive summarization to compress older messages into manageable state logs.

Recursive summarization for context management is a compaction strategy that compresses older agent conversation messages into summaries, ensuring multi-user chat scenarios retain historical context without exceeding token limits.

Manage per-user conversation isolation by structuring a session object that logs events and state separately for each user, preventing data overlap and maintaining distinct conversational context across AI assistant workflows.

Yes, session management supports PII redaction by applying privacy-aware data redaction techniques to conversation history, ensuring sensitive information is stripped before event logging and state persistence.

The best way to compact agent conversation history while retaining immediate context is combining a sliding window for recent turns with recursive summarization for older data, ensuring event logs remain immutable and reliable.

Use asynchronous processing for session state persistence when managing high-volume agent-based workflows, ensuring deterministic compaction and history management operations do not block active conversation turns.