# Changelog ## 0.4.0 ### ⚠ BREAKING CHANGES * Set the max size of strings in database columns. MySQL mandates that all VARCHAR-type fields must specify their lengths. * Extract content encode/decode logic to a shared util, resolve issues with JSON serialization, and update key length for DB table to avoid key too long issue in mysql. * Enhance `FunctionTool` to verify if the model is providing all the mandatory arguments. ### Features * Update ADK setup guide to improve onboarding experience. * feat: add ordering to recent events in database session service. * feat(llm_flows): support async before/after tool callbacks. * feat: Added --replay and --resume options to adk run cli. Check adk run --help for more details. * Created a new Integration Connector Tool (underlying of the ApplicationIntegrationToolSet) so that we do not force LLM to provide default value. ### Bug Fixes * Don't send content with empty text to LLM. * Fix google search reading undefined for `renderedContent`. ### Miscellaneous Chores * Docstring improvements, typo fixings, github action to enfore code styles on formatting and imports, etc. ## 0.3.0 ### ⚠ BREAKING CHANGES * Auth: expose `access_token` and `refresh_token` at top level of auth credentials, instead of a `dict` ([commit](https://github.com/google/adk-python/commit/956fb912e8851b139668b1ccb8db10fd252a6990)). ### Features * Added support for running agents with MCPToolset easily on `adk web`. * Added `custom_metadata` field to `LlmResponse`, which can be used to tag LlmResponse via `after_model_callback`. * Added `--session_db_url` to `adk deploy cloud_run` option. * Many Dev UI improvements: * Better google search result rendering. * Show websocket close reason in Dev UI. * Better error message showing for audio/video. ### Bug Fixes * Fixed MCP tool json schema parsing issue. * Fixed issues in DatabaseSessionService that leads to crash. * Fixed functions.py. * Fixed `skip_summarization` behavior in `AgentTool`. ### Miscellaneous Chores * README.md improvements. * Various code improvements. * Various typo fixes. * Bump min version of google-genai to 1.11.0. ## 0.2.0 ### ⚠ BREAKING CHANGES * Fix typo in method name in `Event`: has_trailing_code_exeuction_result --> has_trailing_code_execution_result. ### Features * `adk` CLI: * Introduce `adk create` cli tool to help creating agents. * Adds `--verbosity` option to `adk deploy cloud_run` to show detailed cloud run deploy logging. * Improve the initialization error message for `DatabaseSessionService`. * Lazy loading for Google 1P tools to minimize the initial latency. * Support emitting state-change-only events from planners. * Lots of Dev UI updates, including: * Show planner thoughts and actions in the Dev UI. * Support MCP tools in Dev UI. (NOTE: `agent.py` interface is temp solution and is subject to change) * Auto-select the only app if only one app is available. * Show grounding links generated by Google Search Tool. * `.env` file is reloaded on every agent run. ### Bug Fixes * `LiteLlm`: arg parsing error and python 3.9 compatibility. * `DatabaseSessionService`: adds the missing fields; fixes event with empty content not being persisted. * Google API Discovery response parsing issue. * `load_memory_tool` rendering issue in Dev UI. * Markdown text overflows in Dev UI. ### Miscellaneous Chores * Adds unit tests in Github action. * Improves test coverage. * Various typo fixes. ## 0.1.0 ### Features * Initial release of the Agent Development Kit (ADK). * Multi-agent, agent-as-workflow, and custom agent support * Tool authentication support * Rich tool support, e.g. built-in tools, google-cloud tools, third-party tools, and MCP tools * Rich callback support * Built-in code execution capability * Asynchronous runtime and execution * Session, and memory support * Built-in evaluation support * Development UI that makes local development easy * Deploy to Google Cloud Run, Agent Engine * (Experimental) Live(Bidi) audio/video agent support and Compositional Function Calling(CFC) support