docs: Update ADK release analyzer to use Gemini 3 Pro with retry and improve file filtering

Co-authored-by: Xuan Yang <xygoogle@google.com>
PiperOrigin-RevId: 861784867

contributing/samples/adk_documentation/adk_release_analyzer/agent.py

@@ -57,8 +57,25 @@ from google.adk import Agent
 from google.adk.agents.loop_agent import LoopAgent
 from google.adk.agents.readonly_context import ReadonlyContext
 from google.adk.agents.sequential_agent import SequentialAgent
+from google.adk.models import Gemini
 from google.adk.tools.exit_loop_tool import exit_loop
 from google.adk.tools.tool_context import ToolContext
+from google.genai import types
+
+# Retry configuration for handling API rate limits and overload
+_RETRY_OPTIONS = types.HttpRetryOptions(
+    initial_delay=10,
+    attempts=8,
+    exp_base=2,
+    max_delay=300,
+    http_status_codes=[429, 503],
+)
+
+# Use gemini-3-pro-preview for planning and summary (better quality)
+GEMINI_PRO_WITH_RETRY = Gemini(
+    model="gemini-3-pro-preview",
+    retry_options=_RETRY_OPTIONS,
+)
 
 # Maximum number of files per analysis group to avoid context overflow
 MAX_FILES_PER_GROUP = 5
@@ -249,7 +266,7 @@ def get_release_context(tool_context: ToolContext) -> dict[str, Any]:
 # =============================================================================
 
 planner_agent = Agent(
-    model="gemini-2.5-pro",
+    model=GEMINI_PRO_WITH_RETRY,
     name="release_planner",
     description=(
         "Plans the analysis by fetching release info and organizing files into"
@@ -272,12 +289,12 @@ efficient processing.
 
 3. Call `get_changed_files_summary` to get the list of changed files WITHOUT
    the full patches (to save context space).
-   - **IMPORTANT**: Pass `local_repo_path="{LOCAL_REPOS_DIR_PATH}/{CODE_REPO}"`
+   - **IMPORTANT**: Pass these parameters:
-     to use local git and avoid GitHub API's 300-file limit.
+     - `local_repo_path="{LOCAL_REPOS_DIR_PATH}/{CODE_REPO}"` to avoid 300-file limit
+     - `path_filter="src/google/adk/"` to only get ADK source files (reduces token usage)
 
-4. Filter and organize the files:
+4. Further filter the returned files:
-   - **INCLUDE** only files in `src/google/adk/` directory
+   - **EXCLUDE** test files and `__init__.py` files
-   - **EXCLUDE** test files, `__init__.py`, and files outside src/
    - **IMPORTANT**: Do NOT exclude any file just because it has few changes.
      Even single-line changes to public APIs need documentation updates.
    - **PRIORITIZE** by importance:
@@ -423,7 +440,7 @@ files and finding related documentation that needs updating.
 
 
 file_group_analyzer = Agent(
-    model="gemini-2.5-pro",
+    model=GEMINI_PRO_WITH_RETRY,
     name="file_group_analyzer",
     description=(
         "Analyzes a group of changed files and generates recommendations."
@@ -507,7 +524,7 @@ Present a summary of:
 
 
 summary_agent = Agent(
-    model="gemini-2.5-pro",
+    model=GEMINI_PRO_WITH_RETRY,
     name="summary_agent",
     description="Compiles recommendations and creates the GitHub issue.",
     instruction=summary_instruction,
@@ -542,7 +559,7 @@ analysis_pipeline = SequentialAgent(
 # =============================================================================
 
 root_agent = Agent(
-    model="gemini-2.5-pro",
+    model=GEMINI_PRO_WITH_RETRY,
     name="adk_release_analyzer",
     description=(
         "Analyzes ADK Python releases and generates documentation update"

contributing/samples/adk_documentation/tools.py

@@ -605,6 +605,7 @@ def get_changed_files_summary(
     start_tag: str,
     end_tag: str,
     local_repo_path: Optional[str] = None,
+    path_filter: Optional[str] = None,
 ) -> Dict[str, Any]:
   """Gets a summary of changed files between two releases without patches.
 
@@ -620,6 +621,9 @@ def get_changed_files_summary(
       local_repo_path: Optional absolute path to local git repo. If provided
           and valid, uses git diff instead of GitHub API to get complete
           file list (avoids 300-file limit).
+      path_filter: Optional path prefix to filter files. Only files whose
+          path starts with this prefix will be included. Example:
+          "src/google/adk/" to only include ADK source files.
 
   Returns:
       A dictionary containing the status and a summary of changed files.
@@ -627,7 +631,7 @@ def get_changed_files_summary(
   # Use local git if valid path is provided (avoids GitHub API 300-file limit)
   if local_repo_path and os.path.isdir(os.path.join(local_repo_path, ".git")):
     return _get_changed_files_from_local_git(
-        local_repo_path, start_tag, end_tag, repo_owner, repo_name
+        local_repo_path, start_tag, end_tag, repo_owner, repo_name, path_filter
     )
 
   # Fall back to GitHub API (limited to 300 files)
@@ -689,6 +693,7 @@ def _get_changed_files_from_local_git(
     end_tag: str,
     repo_owner: str,
     repo_name: str,
+    path_filter: Optional[str] = None,
 ) -> Dict[str, Any]:
   """Gets changed files using local git commands (no file limit).
 
@@ -698,6 +703,7 @@ def _get_changed_files_from_local_git(
       end_tag: The newer tag (head) for the comparison.
       repo_owner: Repository owner for compare URL.
       repo_name: Repository name for compare URL.
+      path_filter: Optional path prefix to filter files.
 
   Returns:
       A dictionary containing the status and a summary of changed files.
@@ -766,6 +772,10 @@ def _get_changed_files_from_local_git(
         status_code = parts[0][0]  # First char is the status
         filename = parts[-1]  # Last part is filename (handles renames)
 
+        # Apply path filter if specified
+        if path_filter and not filename.startswith(path_filter):
+          continue
+
         stats = file_stats.get(
             filename,
             {

src/google/adk/cli/cli_tools_click.py

@@ -701,7 +701,6 @@ def cli_eval(
   separated list of eval names and then add that as a suffix to the eval set
   file name, demarcated by a `:`.
 
-  \b
   For example, we have `sample_eval_set_file.json` file that has following the
   eval cases:
   sample_eval_set_file.json:
@@ -722,7 +721,6 @@ def cli_eval(
   separated list of eval names and then add that as a suffix to the eval set
   file name, demarcated by a `:`.
 
-  \b
   For example, we have `sample_eval_set_id` that has following the eval cases:
   sample_eval_set_id:
     |....... eval_1
@@ -731,7 +729,6 @@ def cli_eval(
     |....... eval_4
     |....... eval_5
 
-  \b
   If we did:
       sample_eval_set_id:eval_1,eval_2,eval_3