Python: refactor FoundryHostedAgentHistoryProvider onto Foundry SDK#5637

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eavanvalkenburg wants to merge 3 commits intomicrosoft:feature/python-hostingfrom

eavanvalkenburg:refactor/foundry-hosted-agent-history-provider

Commits on May 5, 2026

refactor(foundry_hosting): build FoundryHostedAgentHistoryProvider on azure.ai.agentserver SDK

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feat(foundry_hosting): add local_storage_root for file-based dev history

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Commits on May 6, 2026

fix(foundry_hosting): address PR-1 review comments

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