Details:
- Allows users to provide custom instructions for the LLM-backed user simulator via the `custom_instructions` field in `LlmBackedUserSimulatorConfig`.
- The custom instructions must include placeholders for the stop signal, conversation plan, and conversation history. A pydantic validator ensures these placeholders are present.
- If no custom instructions are provided, the current default template is used.
Co-authored-by: Keyur Joshi <keyurj@google.com>
PiperOrigin-RevId: 850471448
The evaluate_invocations method override in Evaluator subclasses was not consistent, leading to errors during calls, especially when using kwargs. Made the overrides and calls consistent to resolve this issue.
Co-authored-by: Keyur Joshi <keyurj@google.com>
PiperOrigin-RevId: 850462752
There isn't a consistent format for MCP server urls in the registry-- some customers add the https:// but others don't. To standardize, only prepend if it isn't there already.
Co-authored-by: Kathy Wu <wukathy@google.com>
PiperOrigin-RevId: 846451152
This gcloud authentication header is required as a project override when using google ADC credentials. It is required for all OneMCP servers. Originally I manually put it in the big query sample, but since it is used for all OneMCP, it makes sense to just add it to the core API Registry logic. I also refactored the auth header logic a bit to deduplicate.
Co-authored-by: Kathy Wu <wukathy@google.com>
PiperOrigin-RevId: 845967178
- Stripping whitespace from custom LLM provider and model names when checking for "ollama_chat".
- Enhancing `_flatten_ollama_content` to correctly handle content that is None, a string, a dictionary, or an iterable (like a tuple) of content blocks, not just lists. This aligns with LiteLLM's `OpenAIMessageContent` type being an `Iterable`.
Close#3928
Co-authored-by: George Weale <gweale@google.com>
PiperOrigin-RevId: 845848017
Merge https://github.com/google/adk-python/pull/3932
## Summary
Upgrade GitHub Actions to their latest versions to ensure compatibility with Node 24, as Node 20 will reach end-of-life in April 2026.
## Changes
| Action | Old Version(s) | New Version | Release | Files |
|--------|---------------|-------------|---------|-------|
| `actions/checkout` | [`v5`](https://github.com/actions/checkout/releases/tag/v5) | [`v6`](https://github.com/actions/checkout/releases/tag/v6) | [Release](https://github.com/actions/checkout/releases/tag/v6) | analyze-releases-for-adk-docs-updates.yml, check-file-contents.yml, discussion_answering.yml, isort.yml, pr-triage.yml, pyink.yml, python-unit-tests.yml, stale-bot.yml, triage.yml, upload-adk-docs-to-vertex-ai-search.yml |
## Context
Per [GitHub's announcement](https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/), Node 20 is being deprecated and runners will begin using Node 24 by default starting March 4th, 2026.
### Why this matters
- **Node 20 EOL**: April 2026
- **Node 24 default**: March 4th, 2026
- **Action**: Update to latest action versions that support Node 24
### Security Note
Actions that were previously pinned to commit SHAs remain pinned to SHAs (updated to the latest release SHA) to maintain the security benefits of immutable references.
### Testing
These changes only affect CI/CD workflow configurations and should not impact application functionality. The workflows should be tested by running them on a branch before merging.
Co-authored-by: Xiang (Sean) Zhou <seanzhougoogle@google.com>
COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/3932 from salmanmkc:upgrade-github-actions-node24 0ffbb0b7b5f63d27583f8c24781f2d3ca92c0c23
PiperOrigin-RevId: 845813166
Merge https://github.com/google/adk-python/pull/3933
## Summary
Upgrade GitHub Actions to their latest versions for improved features, bug fixes, and security updates.
## Changes
| Action | Old Version(s) | New Version | Release | Files |
|--------|---------------|-------------|---------|-------|
| `google-github-actions/auth` | [`v2`](https://github.com/google-github-actions/auth/releases/tag/v2) | [`v3`](https://github.com/google-github-actions/auth/releases/tag/v3) | [Release](https://github.com/google-github-actions/auth/releases/tag/v3) | discussion_answering.yml, upload-adk-docs-to-vertex-ai-search.yml |
## Why upgrade?
Keeping GitHub Actions up to date ensures:
- **Security**: Latest security patches and fixes
- **Features**: Access to new functionality and improvements
- **Compatibility**: Better support for current GitHub features
- **Performance**: Optimizations and efficiency improvements
### Security Note
Actions that were previously pinned to commit SHAs remain pinned to SHAs (updated to the latest release SHA) to maintain the security benefits of immutable references.
### Testing
These changes only affect CI/CD workflow configurations and should not impact application functionality. The workflows should be tested by running them on a branch before merging.
Co-authored-by: Xiang (Sean) Zhou <seanzhougoogle@google.com>
COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/3933 from salmanmkc:upgrade-github-actions-node24-general 142ef77d94da42b0f75a1fc810e8deeb666684a4
PiperOrigin-RevId: 845804209
