chore(deps): update python-nonmajor

[renovate-bot]

ℹ️ Note

This PR body was truncated due to platform limits.

This PR contains the following updates:

Package	Change	Age	Confidence
black (changelog)	==26.1.0 → ==26.3.1
google-adk (changelog)	==1.20.0 → ==1.27.0
google-auth	==2.45.0 → ==2.49.1
google-auth-oauthlib (source)	==1.2.1 → ==1.3.0
google-cloud-storage	==3.7.0 → ==3.9.0
isort (changelog)	==8.0.0 → ==8.0.1
langchain-core (changelog)	==1.2.11 → ==1.2.19
llama-index-core	==0.14.12 → ==0.14.17
opentelemetry-exporter-gcp-trace (source)	==1.9.0 → ==1.11.0
opentelemetry-exporter-otlp-proto-http	==1.37.0 → ==1.40.0
opentelemetry-sdk	==1.37.0 → ==1.40.0
pillow (changelog)	==12.1.0 → ==12.1.1
toolbox-core (changelog)	==0.5.10 → ==0.6.0
typing-extensions (changelog)	==4.14.1 → ==4.15.0

---

Release Notes

psf/black (black)

v26.3.1

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Stable style

• Prevent Jupyter notebook magic masking collisions from corrupting cells by using
  exact-length placeholders for short magics and aborting if a placeholder can no longer
  be unmasked safely (#​5038)

Configuration

• Always hash cache filename components derived from --python-cell-magics so custom
  magic names cannot affect cache paths (#​5038)

Blackd

• Disable browser-originated requests by default, add configurable origin allowlisting
  and request body limits, and bound executor submissions to improve backpressure
  (#​5039)

v26.3.0

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Stable style

• Don't double-decode input, causing non-UTF-8 files to be corrupted (#​4964)
• Fix crash on standalone comment in lambda default arguments (#​4993)
• Preserve parentheses when # type: ignore comments would be merged with other
  comments on the same line, preventing AST equivalence failures (#​4888)

Preview style

• Fix bug where if guards in case blocks were incorrectly split when the pattern had
  a trailing comma (#​4884)
• Fix string_processing crashing on unassigned long string literals with trailing
  commas (one-item tuples) (#​4929)
• Simplify implementation of the power operator "hugging" logic (#​4918)

Packaging

• Fix shutdown errors in PyInstaller builds on macOS by disabling multiprocessing in
  frozen environments (#​4930)

Performance

• Introduce winloop for windows as an alternative to uvloop (#​4996)
• Remove deprecated function uvloop.install() in favor of uvloop.new_event_loop()
  (#​4996)
• Rename maybe_install_uvloop function to maybe_use_uvloop to simplify loop
  installation and creation of either a uvloop/winloop evenloop or default eventloop
  (#​4996)

Output

• Emit a clear warning when the target Python version is newer than the running Python
  version, since AST safety checks cannot parse newer syntax. Also replace the
  misleading "INTERNAL ERROR" message with an actionable error explaining the version
  mismatch (#​4983)

Blackd

• Introduce winloop to be used when windows in use which enables blackd to run faster on
  windows when winloop is installed. (#​4996)

Integrations

• Remove unused gallery script (#​5030)
• Harden parsing of black requirements in the GitHub Action when use_pyproject is
  enabled so that only version specifiers are accepted and direct references such as
  black @​ https://... are rejected. Users should upgrade to the latest version of the
  action as soon as possible. This update is received automatically when using
  psf/black@stable, and is independent of the version of Black installed by the
  action. (#​5031)

Documentation

• Expand preview style documentation with detailed examples for wrap_comprehension_in,
  simplify_power_operator_hugging, and wrap_long_dict_values_in_parens features
  (#​4987)
• Add detailed documentation for formatting Jupyter Notebooks (#​5009)

google/adk-python (google-adk)

v1.27.0

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Features

• [Core]

  • Introduce A2A request interceptors in RemoteA2aAgent (6f772d2)
  • Add UiWidget to EventActions for supporting new experimental UI Widgets feature (530ff06)
  • auth: Add pluggable support for auth integrations using AuthProviderRegistry within CredentialManager (d004074)
  • Support all types.SchemaUnion as output_schema in LLM Agent (63f450e)
  • durable runtime support (07fdd23)
  • runners: pass GetSessionConfig through Runner to session service (eff724a)

• [Models]

  • Add support for PDF documents in Anthropic LLM (4c8ba74)
  • Add streaming support for Anthropic models (5770cd3), closes #​3250
  • Enable output schema with tools for LiteLlm models (89df5fc), closes #​3969
  • Preserve thought_signature in LiteLLM tool calls (ae565be), closes #​4650

• [Web]

  • Updated human in the loop: developers now can respond to long running functions directly in chat
  • Render artifacts when resuming
  • Fix some light mode styles
  • Fix token level streaming not working properly (22799c0)

• [Observability]

  • telemetry: add new gen_ai.agent.version span attribute (ffe97ec)
  • otel: add gen_ai.tool.definitions to experimental semconv (4dd4d5e)
  • otel: add experimental semantic convention and emit gen_ai.client.inference.operation.details event (19718e9)
  • add missing token usage span attributes during model usage (77bf325)
  • capture tool execution error code in OpenTelemetry spans (e0a6c6d)

• [Tools]

  • Warn when accessing DEFAULT_SKILL_SYSTEM_INSTRUCTION (35366f4)
  • add preserve_property_names option to OpenAPIToolset (078b516)
  • Add gcs filesystem support for Skills. It supports skills in text and pdf format, also has some sample agents (6edcb97)
  • Add list_skills_in_dir to skills utils (327b3af)
  • Add support for MCP App UI widgets in MCPTool (86db35c)
  • add Dataplex Catalog search tool to BigQuery ADK (82c2eef)
  • Add RunSkillScriptTool to SkillToolset (636f68f)
  • Add support for ADK tools in SkillToolset (44a5e6b)
  • limit number of user-provided BigQuery job labels and reserve internal prefixes (8c4ff74)
  • Add param support to Bigtable execute_sql (5702a4b)
  • bigtable: add Bigtable cluster metadata tools (34c560e)
  • execute-type param addition in GkeCodeExecutor (9c45166)
  • skill: Add BashTool (8a31612)
  • Add support for toolsets to additional_tools field of SkillToolset (066fcec)

• [Optimization]

  • Add adk optimize command (b18d7a1)
  • Add interface between optimization infra and LocalEvalService (7b7ddda)
  • Add GEPA root agent prompt optimizer (4e3e2cb)

• [Integrations]

  • Enhance BigQuery plugin schema upgrades and error reporting (bcf38fa)
  • Enhance BQ plugin with fork safety, auto views, and trace continuity (80c5a24)
  • Handle Conflict Errors in BigQuery Agent Analytics Plugin (372c76b)
  • Added tracking headers for ADK CLI command to Agent Engine (3117446)

• [A2A]

  • New implementation of A2aAgentExecutor and A2A-ADK conversion (87ffc55)
  • New implementation of RemoteA2aAgent and A2A-ADK conversion (6770e41)

Bug Fixes

• Allow artifact services to accept dictionary representations of types.Part (b004da5), closes #​2886
• Decode image data from ComputerUse tool response into image blobs (d7cfd8f)
• Expand LiteLLM reasoning extraction to include 'reasoning' field (9468487), closes #​3694
• Filter non-agent directories from list_agents() (3b5937f)
• Fix Type Error by initializing user_content as a Content object (2addf6b)
• Handle length finish reason in LiteLLM responses (4c6096b), closes #​4482
• In SaveFilesAsArtifactsPlugin, write the artifact delta to state then event actions so that the plugin works with ADK Web UI's artifacts panel (d6f31be)
• Make invocation_context optional in convert_event_to_a2a_message (8e79a12)
• Optimize row-level locking in append_event (d61846f), closes #​4655
• Preserve thought_signature in FunctionCall conversions between GenAI and A2A (f9c104f)
• Prevent splitting of SSE events with artifactDelta for function resume requests (6a929af), closes #​4487
• Propagate file names during A2A to/from Genai Part conversion (f324fa2)
• Propagate thought from A2A TextPart metadata to GenAI Part (e59929e)
• Re-export DEFAULT_SKILL_SYSTEM_INSTRUCTION to skills and skill/prompt.py to avoid breaking current users (de4dee8)
• Refactor type string update in Anthropic tool param conversion (ab4b736)
• simulation: handle NoneType generated_content (9d15517)
• Store and retrieve EventCompaction via custom_metadata in Vertex AISessionService (2e434ca), closes #​3465
• Support before_tool_callback and after_tool_callback in Live mode (c36a708), closes #​4704
• temp-scoped state now visible to subsequent agents in same invocation (2780ae2)
• tools: Handle JSON Schema boolean schemas in Gemini schema conversion (3256a67)
• typo in A2A EXPERIMENTAL warning (eb55eb7)
• Update agent_engine_sandbox_code_executor in ADK (dff4c44)
• update Bigtable query tools to async functions (72f3e7e)
• Update expected UsageMetadataChunk in LiteLLM tests (dd0851a), closes #​4680
• update toolbox server and SDK package versions (2e370ea)
• Validate session before streaming instead of eagerly advancing the runner generator (ebbc114)

Code Refactoring

• extract reusable functions from hitl and auth preprocessor (c59afc2)
• Rename base classes and TypeVars in optimization data types (9154ef5)

v1.26.0

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Features

• [Core]

  • Add intra-invocation compaction and token compaction pre-request (485fcb8)
  • Use --memory_service_uri in ADK CLI run command (a7b5097)

• [Models]

  • Add /chat/completions integration to ApigeeLlm (9c4c445)
  • Add /chat/completions streaming support to Apigee LLM (121d277)
  • Expand LiteLlm supported models and add registry tests (d5332f4)

• [Tools]

  • Add load_skill_from_dir() method (9f7d5b3)
  • Agent Skills spec compliance — validation, aliases, scripts, and auto-injection (223d9a7)
  • BigQuery ADK support for search catalog tool (bef3f11)
  • Make skill instruction optimizable and can adapt to user tasks (21be6ad)
  • Pass trace context in MCP tool call's _meta field with OpenTelemetry propagator (bcbfeba)

• [Evals]

  • Introduce User Personas to the ADK evaluation framework (6a808c6)

• [Services]

  • Add generate/create modes for Vertex AI Memory Bank writes (811e50a)
  • Add support for memory consolidation via Vertex AI Memory Bank (4a88804)

• [A2A]

  • Add interceptor framework to A2aAgentExecutor (87fcd77)

• [Auth]

  • Add native support for id_token in OAuth2 credentials (33f7d11)
  • Support ID token exchange in ServiceAccountCredentialExchanger (7be90db), closes #​4458

• [Integrations]

  • Agent Registry in ADK (abaa929)
  • Add schema auto-upgrade, tool provenance, HITL tracing, and span hierarchy fix to BigQuery Agent Analytics plugin (4260ef0)
  • Change default BigQuery table ID and update docstring (7557a92)
  • Update Agent Registry to create AgentCard from info in get agents endpoint (c33d614)

• [Web]

  • Enable dependency injection for agent loader in FastAPI app gen (34da2d5)

Bug Fixes

• Add OpenAI strict JSON schema enforcement in LiteLLM (2dbd1f2), closes #​4573
• Add push notification config store to agent_to_a2a (4ca904f), closes #​4126
• Add support for injecting a custom google.genai.Client into Gemini models (48105b4), closes #​2560
• Add support for injecting a custom google.genai.Client into Gemini models (c615757), closes #​2560
• Check both input_stream parameter name and its annotation to decide whether it's a streaming tool that accept input stream (d56cb41)
• deps: Increase pydantic lower version to 2.7.0 (dbd6420)
• edit copybara and BUILD config for new adk/integrations folder (added with Agent Registry) (37d52b4)
• Expand add_memory to accept MemoryEntry (f27a9cf)
• Fix pickling lock errors in McpSessionManager (4e2d615)
• fix typo in PlanReActPlanner instruction (6d53d80)
• handle UnicodeDecodeError when loading skills in ADK (3fbc27f)
• Improve BigQuery Agent Analytics plugin reliability and code quality (ea03487)
• Include list of skills in every message and remove list_skills tool from system instruction (4285f85)
• Invoke on_tool_error_callback for missing tools in live mode (e6b601a)
• Keep query params embedded in OpenAPI paths when using httpx (ffbcc0a), closes #​4555
• Only relay the LiveRequest after tools is invoked (b53bc55)
• Parallelize tool resolution in LlmAgent.canonical_tools() (7478bda)
• race condition in table creation for DatabaseSessionService (fbe9ecc)
• Re-export DEFAULT_SKILL_SYSTEM_INSTRUCTION to skills and skill/prompt.py to avoid breaking current users (40ec134)
• Refactor LiteLLM streaming response parsing for compatibility with LiteLLM 1.81+ (e8019b1), closes #​4225
• remove duplicate session GET when using API server, unbreak auto_session_create when using API server (445dc18)
• Remove experimental decorators from user persona data models (eccdf6d)
• Replace the global DEFAULT_USER_PERSONA_REGISTRY with a function call to get_default_persona_registry (2703613)
• skill: coloate default skill SI with skilltoolset (fc1f1db)
• Update agent_engine_sandbox_code_executor in ADK (ee8d956)
• Update agent_engine_sandbox_code_executor in ADK (dab80e4)
• Update sample skills agent to use weather-skill instead of weather_skill (8f54281)
• update Spanner query tools to async functions (1dbcecc)
• use correct msg_out/msg_err keys for Agent Engine sandbox output (b1e33a9)
• Validate session before streaming instead of eagerly advancing the runner generator (ab32f33)
• web: allow session resume without new message (30b2ed3)

Code Refactoring

• Extract reusable function for building agent transfer instructions (e1e0d63)
• Extract reusable private methods (976a238)
• Extract reusable private methods (42eeaef)
• Extract reusable private methods (706f9fe)

Documentation

• add thinking_config in generate_content_config in example agent (c6b1c74)

v1.25.1

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Bug Fixes

• Fix pickling lock errors in McpSessionManager (4e2d615)

v1.25.0

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Features

• [Core]

  • Add a demo for the simple prompt optimizer for the optimization interface (0abf4cd)
  • Add --auto_create_session flag to adk api_server CLI (40c15d0)
  • Add add_events_to_memory facade for event-delta (59e8897)
  • Add post-invocation token-threshold compaction with event retention (a88e864)
  • Add report generation to adk conformance test command (43c437e)

• [Models]

  • Add base_url option to Gemini LLM class (781f605)

• [Tools]

  • Enhance google credentials config to support externally passed access token (3cf43e3)
  • Update agent simulator by improving prompts and add environment data (7af1858)
  • Add a load MCP resource tool (e25227d)
  • Add SkillToolset to adk (8d02792)

• [Web]

  • Add /health and /version endpoints to ADK web server (25ec2c6)

Bug Fixes

• Use async iteration for VertexAiSessionService.list_sessions pagination (758d337)
• Fix event loop closed bug in McpSessionManager (4aa4751)
• Preserve thought_signature in function call conversions for interactions API integration (2010569)
• Propagate grounding and citation metadata in streaming responses (e6da417)
• Add endpoints to get/list artifact version metadata (e0b9712)
• Support escaped curly braces in instruction templates (7c7d25a)
• Strip timezone for PostgreSQL timestamps in DatabaseSessionService (19b6076)
• Prompt token may be None in streaming mode (32ee07d)
• Pass invocation_id from /run endpoint to Runner.run_async (d2dba27)
• Conditionally preserve function call IDs in LLM requests (663cb75)
• Migrate VertexAiMemoryBankService to use the async Vertex AI client (64a44c2)
• Handle list values in Gemini schema sanitization (fd8a9e3)
• Used logger to log instead of print in MCP (6bc70a6)

Improvements

• Replace check of instance for LlmAgent with hasAttribute check (7110336)
• Log exception details before re-raising in MCP session execution (de79bf1)

v1.24.1

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Bug Fixes

• Add back deprecated eval endpoint for web until we migrate(ae993e8)
• Update eval dialog colors, and fix a2ui component types (3686a3a)

v1.24.0

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⚠ BREAKING CHANGES

• Breaking: Make credential manager accept tool_context instead of callback_context (fe82f3c)

Highlights

• [Web]
  • Consolidated Event View: Replaced the Event tab with a more intuitive "click-to-expand" interaction on message rows, enabling faster debugging within the chat context
  • Enhanced Accessibility: Added full support for arrow-key navigation for a more seamless, keyboard-centric experience
  • Rich Developer Tooling: Introduced detailed tooltips for function calls, providing instant visibility into arguments, responses, and state changes
  • A2UI Integration: Integrated the A2UI v0.8 standard catalog to automatically render spec-compliant ADK parts as native UI components directly in the chat

Features

• [Core]

  • Allow passthrough of GOOGLE_CLOUD_LOCATION for Agent Engine deployments (004e15c)
  • Add interface for agent optimizers (4ee125a)
  • Pass event ID as metadata when converted into a message (85434e2)
  • Restructure the bug report template as per the intake process (324796b)

• [Models]

  • Mark Vertex calls made from non-Gemini models (7d58e0d)

• [Evals]

  • Allow Vertex AI Client initialization with API Key (43d6075)
  • Remove overall evaluation status calculation from _CustomMetricEvaluator and add threshold to custom metric function expected signature (553e376)

• [Tools]

  • Make OpenAPI tool asynchronous (9290b96)
  • Implement toolset authentication for McpToolset, OpenAPIToolset, and other toolsets (798f65d)
  • Add framework support for toolset authentication before get_tools calls (ee873ca)
  • Support dynamic configuration for VertexAiSearchTool (585ebfd)
  • Add get_auth_config method to toolset to expose authentication requirements (381d44c)
  • Add methods in McpToolset for users to access MCP resources (8f7d965)
  • Improve error message when failing to get tools from MCP (3480b3b)

• [Services]

  • Improve asyncio loop handling and test cleanup (00aba2d)

• [Live]

  • Support running tools in separate threads for live mode (714c3ad)

• [Observability]

  • Add extra attributes to spans generated with opentelemetry-instrumentation-google-genai (e87a843)

Bug Fixes

• Ignore session_db_kwargs for SQLite session services (ce07cd8)
• Resolve MutualTLSChannelError by adding pyopenssl dependency (125bc85)
• Add update_timestamp_tz property to StorageSession (666cebe)
• Do not treat Function Calls and Function Responses as invisible when marked as thoughts (853a3b0)
• Add pre-deployment validation for agent module imports (credit to @​ppgranger, 2ac468e)
• Fix cases where execution_result_delimiters have None type element (a16e3cc)
• Disable save_input_blobs_as_artifacts deprecation warning message for users not setting it (c34615e)
• Fix agent config path handling in generated deployment script (8012339)
• Add pypika>=0.50.0 to project.toml to support crewai on Python 3.12+ (e8f7aa3)
• Update OpenTelemetry dependency versions to relax version constraints for opentelemetry-api and opentelemetry-sdk (706a6dd)
• Enable pool_pre_ping by default for non-SQLite database engines (da73e71)
• Ensure database sessions are always rolled back on errors (63a8eba)
• Reload stale session in DatabaseSessionService when storage update time is later than the in-memory session object (1063fa5)
• Make credential key generation stable and prevent cross-user credential leaks (33012e6)
• Change MCP read_resource to return original contents (ecce7e5)
• Recognize function responses as non-empty parts in LiteLLM (d0102ec)
• Handle HTTP/HTTPS URLs for media files in LiteLLM content conversion (47221cd)
• Fix Pydantic schema generation error for ClientSession (131fbd3)
• Fix Click’s Wrapping in adk eval help message (3bcd8f7)
• Stream errors as simple JSON objects in ADK web server SSE endpoint (798d005)
• Remove print debugging artifact (0d38a36)

Improvements

• Check will_continue for streaming function calls (2220d88)
• Update ADK web, rework events, and add A2UI capabilities (37e6507)
• Improve error handling for LiteLLM import in gemma_llm.py (574ec43)
• Replace proxy methods with utils implementation (6ff10b2, f82ceb0)
• Replace print statements with logging in ADK evaluation components (dd8cd27)
• Add sample agent that requires OAuth flow during MCP tool listing, and convert MCPToolset to McpToolset in unit tests (2770012, 4341839)
• Ensure BigQueryAgentAnalyticsPlugin is shut down after each test (c0c98d9)
• Add ADK logger in RestApiTool (288c2c4)
• Add GitHub Action check to run mypy (32f9f92)
• Add unittests.sh script and update CONTRIBUTING.md (025b42c)
• Extract helper function for LLM request building and response processing (753084f)

v1.23.0

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⚠ BREAKING CHANGES

• Breaking: Use OpenTelemetry for BigQuery plugin tracing, replacing custom ContextVar implementation (ab89d12)

Features

• [Core]

  • Add support to automatically create a session if one does not exist (8e69a58)
  • Remove @experimental decorator from AgentEngineSandboxCodeExecutor (135f763)
  • Add --disable_features CLI option to override default feature enable state (53b67ce)
  • Add otel_to_cloud flag to adk deploy agent_engine command (21f63f6)
  • Add is_computer_use field to agent information in adk-web server (5923da7)
  • Allow thinking_config in generate_content_config (e162bb8)
  • Convert A2UI messages between A2A DataPart metadata and ADK events (1133ce2)
  • Add --enable_features CLI option to override default feature enable state (79fcddb)

• [Tools]

  • Add flush mechanism to BigQueryAgentAnalyticsPlugin to ensure pending log events are written to BigQuery (9579bea)
  • Allow Google Search tool to set a different model (b57a3d4)
  • Support authentication for MCP tool listing (e3d542a 19315fe)
  • Use JSON schema for base_retrieval_tool, load_artifacts_tool, and load_memory_tool declarations when the feature is enabled (69ad605)
  • Use JSON schema for IntegrationConnectorTool declaration when the feature is enabled (2ed6865)
  • Start and close ClientSession in a single task in McpSessionManager (cce430d)
  • Use JSON schema for RestApiTool declaration when the feature is enabled (a5f0d33)

• [Evals]

  • Update adk eval CLI to consume custom metrics by adding CustomMetricEvaluator (ea0934b)
  • Update EvalConfig and EvalMetric data models to support custom metrics (6d2f33a)

• [Observability]

  • Add minimal generate_content {model.name} spans and logs for non-Gemini inference and when opentelemetry-inference-google-genai dependency is missing (935c279)

• [Integrations]

  • Enhance TraceManager asynchronous safety, enrich BigQuery plugin logging, and fix serialization (a4116a6)

• [Live]

  • Persist user input content to session in live mode (a04828d)

Bug Fixes

• Recursively extract input/output schema for AgentTool (bf2b56d)
• Yield buffered function_call and function_response events during live streaming (7b25b8f)
• Update authlib and mcp dependency versions (7955177)
• Set LITELLM_MODE to PRODUCTION before importing LiteLLM to prevent implicit .env file loading (215c2f5)
• Redact sensitive information from URIs in logs (5257869)
• Handle asynchronous driver URLs in the migration tool (4b29d15)
• Remove custom metadata from A2A response events (81eaeb5)
• Handle None inferences in eval results (7d4326c)
• Mark all parts of a thought event as thought (f92d4e3)
• Use json.dumps for error messages in SSE events (6ad18cc)
• Use the correct path for config-based agents when deploying to AgentEngine (83d7bb6)
• Support Generator and Async Generator tool declarations in JSON schema (19555e7 7c28297)
• Prevent stopping event processing on events with None content (ed2c3eb)
• Fix 'NoneType' object is not iterable error (7db3ce9)
• Use canonical tools to find streaming tools and register them by tool.name (ec6abf4)
• Initialize self._auth_config inside BaseAuthenticatedTool to access authentication headers in McpTool (d4da1bb)
• Only filter out audio content when sending history (712b5a3)
• Add finish reason mapping and remove custom file URI handling in LiteLLM ([89bed43](https://redirect.github.com/google/adk-

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