* Python: Fix pyright errors and move search provider to core (#1546)
* address pablo coments
* update azure ai search pypi version to latest prev
* init update
* Fix MyPy type annotation errors in search provider
- Add type annotation to DEFAULT_CONTEXT_PROMPT
- Add type annotation to vectorizable_fields
- Add union type annotation to vector_queries
* Fix DEFAULT_CONTEXT_PROMPT MyPy error and update test
- Rename DEFAULT_CONTEXT_PROMPT to _DEFAULT_SEARCH_CONTEXT_PROMPT to avoid conflict with base class Final variable
- Update test to use new constant name
- All core package tests passing (1123 passed)
* Python: Move Azure AI Search to separate package per PR feedback
Addresses reviewer feedback from PR #1546 by isolating the beta dependency
(azure-search-documents==11.7.0b2) into a new agent-framework-aisearch package.
Changes:
- Created new agent-framework-aisearch package with complete structure
- Moved AzureAISearchContextProvider from core to aisearch package
- Added AzureAISearchSettings class for environment variable auto-loading
- Added support for direct API key string (auto-converts to AzureKeyCredential)
- Added azure_openai_api_key parameter for Knowledge Base authentication
- Updated embedding_function type to Callable[[str], Awaitable[list[float]]]
- Moved Role import to top-level imports
- Maintained lazy loading through agent_framework.azure module
- Removed beta dependency from core package
- Updated all tests to use new package location
- All quality checks pass: ruff format/lint, pyright, mypy (0 errors)
- All 21 unit tests pass with 59% coverage
Semantic search mode verified working with both API key and managed identity authentication.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Python: Clarify top_k parameter only applies to semantic mode
Updated documentation to clarify that the top_k parameter only affects
semantic search mode. In agentic mode, the server-side Knowledge Base
determines retrieval based on query complexity and reasoning effort.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Python: Add Knowledge Base output mode and retrieval reasoning effort parameters
Added support for configurable Knowledge Base behavior in agentic mode:
- knowledge_base_output_mode: "extractive_data" (default) or "answer_synthesis"
Some knowledge sources require answer_synthesis mode for proper functionality.
- retrieval_reasoning_effort: "minimal" (default), "medium", or "low"
Controls query planning complexity and multi-hop reasoning depth.
These parameters give users fine-grained control over Knowledge Base behavior
and enable support for knowledge sources that require answer synthesis.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* effort and outputmode query params
* Address PR review feedback for Azure AI Search context provider
* comments eduward
* ed latest comments
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Co-authored-by: Farzad Sunavala <farzad.sunavala.enovate.ai>
Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
* Further observability cleanup and update telemetry samples
* Add VS Code Extension config
* Fix unit tests
* Fix unit tests
* Add more comments
* Remove live metric
* Small fix in dotnet conformance tests
* Added CopilotStudioAgent implementation
* Added examples
* Updated package README
* Small fixes
* Small improvements
* Fixed dotnet tests
* Add unit tests
* Updated tests
* Small updates
* Small test fixes
* Revert "Small test fixes"
This reverts commit 983ac44a70.
* Small fixes in documentation
* Updated test configuration
* Revert "Updated test configuration"
This reverts commit 2a16fea815.
* Small fix
* Reverted TODO item
* Small suppressions
* More fixes
* Small fixes
* Fixed tests
* Removed disallow_any_unimported rule in all packages
* Fixes
* Added context provider abstractions
* Added mem0 implementation
* Example and small fixes
* Added unit tests for agent
* Added unit tests for mem0 provider
* Updated README
* Small doc updates
* Update python/packages/mem0/agent_framework_mem0/_provider.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Small fixes in tests
* Renaming based on PR feedback
* Small fixes
* Added tests for AggregateContextProvider
* Small improvements
* More improvements based on PR feedback
* Small constant update
* Added more examples
* Added README for Mem0 examples
* Small updates to API
* Updated initialization logic
* Updates for context manager
* Updated Context class
* Dependency update
* Revert changes
* Fixed tests
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
* test with stack and simplified names
* quick demo of agent decorator
* moved builder to protocol to enhance functionality
* undid chatclientAgent -> agent rename
* one more
* reverted AIAgent rename
* final reverts
* fixed foundry import
* revert changes
* streamlined otel and fcc decorators
* cleanup of telemetry
* further refinement
* lots of updates
* fixed typing
* fix for mypy
* added input and output atttributes
* fix import
* initial work on baking in otel
* major update to telemetry
* final fixes after rename
* fix
* fix test
* updated tests
* fix for tests
* fixes for tests
* updated based on comments
* removed agent decorator
* fix for Python: ServiceResponseException when using multiple tools
Fixes#649
* addressed comments
* fix tests
* fix tests
* fix tools tests
* fix for conversation_id in assistants client
* fix responses test
* fix tests and mypy
* updated test
* foundry fix
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Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Dmytro StrukandGitHub
Tao ChenandGitHub
Eduard van ValkenburgandGitHub
