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    feat: Add Provider-Native Caching Integration · af46d8c0
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    - Implement Anthropic cache_control support for 50-70% cost reduction
    - Add Google Context Caching API framework with TTL configuration
    - Add provider-level caching configuration (enable_native_caching, cache_ttl, min_cacheable_tokens)
    - Update dashboard UI with caching settings
    - Update documentation with detailed caching guide and examples
    - Mark system messages and conversation prefixes as cacheable automatically
    - Test Python compilation and validate implementation
    af46d8c0
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