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machacheandCopybara-Service b650181384 feat: add support for ContetxtWindowCompressionConfig in RunConfig 
Merge https://github.com/google/adk-python/pull/2206

### Summary

This PR adds support for `ContextWindowCompressionConfig` in `RunConfig`.
This enables context window compression using a `trigger_tokens` threshold and a sliding window with a `target_tokens` limit.

This feature is useful for managing long-running audio inputs.

### Related Issue

Closes #2188

### Testing Plan

- Added new unit test: `test_streaming_with_context_window_compression_config`

COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/2206 from ac-machache:support/add-context-compression-config c8a5b15cae2d2b72f331797d07ae0bbaf977ed3c
PiperOrigin-RevId: 819855786
 2025-10-15 12:00:21 -07:00