tool calling cherry-pick of PR 822 for tool calling in 1.16 #832
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* initial Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * fixes after proto change upstream Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * minor name changes and cleanup unused function Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * refactors, updates to readme, linting Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * feedback Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * feedback, updates Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * fix import in examples Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * cleanup, import, lint, more conversation helpers Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * clarify README, minor test import changes, copyright Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * feedback DRY test_conversation file Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * lint Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * move conversation classes in _response module to conversation module. Some example README refactor/lint Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * minor readme change Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * Update daprdocs/content/en/python-sdk-docs/python-client.md Co-authored-by: Albert Callarisa <albert@acroca.com> Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * lint Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * updates to fix issue with tool calling helper when dealing with classes instead of dataclasses, and also with serializatin output of the tool back to the LLM Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * coalesce conv helper tests, fix typing lint Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * make indent line method doc more dev friendly Co-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com> Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * tackle some feedback, still missing unit tests Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * add unit test to convert_value_to_struct Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * more unit tests per feedback Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * make async version of unit test conversation Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * add some information how to run markdown tests with a different runtime Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * ran tox -e ruff, even though tox -e flake8 was fine Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * add tests to increase coverage in conversation and conversation_helpers that codecov pointed out Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * add more information on execute registered tools, also added more tests for them to validate Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * fix test failing on py 1.13. Merge two unit test files per feedback Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * Linter Signed-off-by: Elena Kolevska <elena@kolevska.com> * fix typing issue with UnionType in py3.9 Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> --------- Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> Signed-off-by: Elena Kolevska <elena@kolevska.com> Co-authored-by: Albert Callarisa <albert@acroca.com> Co-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com> Co-authored-by: Elena Kolevska <elena@kolevska.com>
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Sep 7, 2025
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## release-1.16 #832 +/- ##
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* 1.16.0-rc1 Signed-off-by: Elena Kolevska <elena@kolevska.com> * [Conversation API - Alpha2] Add new tool calling capability (#822) (#832) * initial * fixes after proto change upstream * minor name changes and cleanup unused function * refactors, updates to readme, linting * feedback * feedback, updates * fix import in examples * cleanup, import, lint, more conversation helpers * clarify README, minor test import changes, copyright * feedback DRY test_conversation file * lint * move conversation classes in _response module to conversation module. Some example README refactor/lint * minor readme change * Update daprdocs/content/en/python-sdk-docs/python-client.md * lint * updates to fix issue with tool calling helper when dealing with classes instead of dataclasses, and also with serializatin output of the tool back to the LLM * coalesce conv helper tests, fix typing lint * make indent line method doc more dev friendly * tackle some feedback, still missing unit tests * add unit test to convert_value_to_struct * more unit tests per feedback * make async version of unit test conversation * add some information how to run markdown tests with a different runtime * ran tox -e ruff, even though tox -e flake8 was fine * add tests to increase coverage in conversation and conversation_helpers that codecov pointed out * add more information on execute registered tools, also added more tests for them to validate * fix test failing on py 1.13. Merge two unit test files per feedback * Linter * fix typing issue with UnionType in py3.9 --------- Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> Signed-off-by: Elena Kolevska <elena@kolevska.com> Co-authored-by: Albert Callarisa <albert@acroca.com> Co-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com> Co-authored-by: Elena Kolevska <elena@kolevska.com> * update docs with tool calling helpers info (#838) Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> * 1.16.0rc2 Signed-off-by: Elena Kolevska <elena@kolevska.com> * use latest durabletask (#840) Signed-off-by: Cassandra Coyle <cassie@diagrid.io> * 1.16.0 Signed-off-by: Elena Kolevska <elena@kolevska.com> * Adds support for interceptors and concurrency_options arguments in the workflow engine (#841) Signed-off-by: Albert Callarisa <albert@diagrid.io> * Implement multi-app workflows (#844) * feat: Adds support for cross-app calls. Signed-off-by: Albert Callarisa <albert@diagrid.io> * Use durabletask alpha.9 Signed-off-by: Albert Callarisa <albert@diagrid.io> * Added examples for error scenarios in multi-app workflow Signed-off-by: Albert Callarisa <albert@diagrid.io> * Remove unnecessary hardcoded ports Signed-off-by: Albert Callarisa <albert@diagrid.io> --------- Signed-off-by: Albert Callarisa <albert@diagrid.io> * chore: Rename wait_until_ready to wait_for_sidecar (#843) Signed-off-by: Albert Callarisa <albert@diagrid.io> Co-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com> * 1.16.1rc1 (#846) Signed-off-by: Albert Callarisa <albert@diagrid.io> --------- Signed-off-by: Elena Kolevska <elena@kolevska.com> Signed-off-by: Filinto Duran <1373693+filintod@users.noreply.github.com> Signed-off-by: Cassandra Coyle <cassie@diagrid.io> Signed-off-by: Albert Callarisa <albert@diagrid.io> Co-authored-by: Elena Kolevska <elena@kolevska.com> Co-authored-by: Filinto Duran <1373693+filintod@users.noreply.github.com> Co-authored-by: Albert Callarisa <albert@acroca.com> Co-authored-by: Elena Kolevska <elena-kolevska@users.noreply.github.com> Co-authored-by: Albert Callarisa <albert@diagrid.io>
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Description
Cherry Pick for #822
@elena-kolevska
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