Add Conversation Management tutorial (17-conversation-management)

[ganeshmedishetty-amazon]

Adds a tutorial covering Conversation Management under python/01-learn/17-conversation-management/.

What's covered

• SlidingWindowConversationManager — default behavior, tuning window_size
• Tool-pair preservation — how trimming keeps toolUse/toolResult pairs together
• should_truncate_results — truncating large tool outputs before dropping messages
• per_turn parameter — proactive management for tool-heavy agents
• NullConversationManager — no management, explicit overflow handling
• SummarizingConversationManager — summarize old messages instead of dropping, custom prompts, dedicated summarization agent

Structure

• Self-contained Jupyter notebook with runnable examples
• All 7 sections tested end-to-end
• Follows the same format as the Skills tutorial (feat(01-learn): add 14-skills tutorial for AgentSkills plugin #251)

Reviewer: @manojskr

[github-actions]

Latest scan for commit: 0dd8025 | Updated: 2026-05-05 05:12:38 UTC

✅ Security Scan Report (PR Files Only)

Scanned Files

• python/01-learn/17-conversation-management/README.md
• python/01-learn/17-conversation-management/conversation-management.ipynb
• python/01-learn/17-conversation-management/requirements.txt
• python/01-learn/README.md

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Security Scan Results

Critical	High	Medium	Low	Info
0	0	0	0	0

Threshold: High

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