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Merge https://github.com/google/adk-python/pull/3324 **Problem:** ADK seems to not pass output/input transcription `finished` flag from the Gemini. **Solution:** Relaxation of checking conditions of valid llm_response for input/output transcription. ### Testing Plan Unit test `test_receive_transcript_finished` checks if input/output transcription message with no text but `finished` flag is received. **Unit Tests:** - [x] I have added or updated unit tests for my change. - [x] All unit tests pass locally. <img width="785" height="373" alt="image" src="https://github.com/user-attachments/assets/6d870e9f-1372-4808-91a9-38578c1b3729" /> **Manual End-to-End (E2E) Tests:** Configure Gemini Agent to produce input & output transcriptions. Observe incoming transcript messages - to see if the finished flag appears at the end agents & users statement. ### Checklist - [x] I have read the [CONTRIBUTING.md](https://github.com/google/adk-python/blob/main/CONTRIBUTING.md) document. - [x] I have performed a self-review of my own code. - [x] I have commented my code, particularly in hard-to-understand areas. - [x] I have added tests that prove my fix is effective or that my feature works. - [x] New and existing unit tests pass locally with my changes. - [x] I have manually tested my changes end-to-end. - [x] Any dependent changes have been merged and published in downstream modules. ### Additional context The mentioned `finished` flag can be obtained in native Gemini APIs like via Websocket but not via ADK. Co-authored-by: Hangfei Lin <hangfei@google.com> COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/3324 from ChrisQlasty:fix/transcript_finish e7b8e5e5f5fac1d2dfd495f2dbadb19ed4328b0c PiperOrigin-RevId: 828987996