Fix documentation issues: deprecated session references, multi-turn guidance, ADK clarifications#1174

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Commits on Jul 28, 2025

Fix documentation issues: update deprecated @session references, add multi-turn guidance, ADK clarifications

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areibman
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Add deprecation notice to v1 sessions documentation

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areibman
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