Giles Odigwe and GitHub
6930c0f0b6
Python: Added GitHub MCP sample with PAT ( #2967 )
...
* added github mcp sample with PAT
* addressed copilot fixes
* env fix
2025-12-19 16:46:12 +00:00
Evan Mattson and GitHub
b0a7a1fcb8
Python: Fix WorkflowAgent event handling and kwargs forwarding ( #2946 )
...
* Fix kwargs propagation through workflow.as_agent()
* Fix WorkflowAgent to respect AgentExecutor output_response setting
2025-12-18 19:35:07 +00:00
Giles Odigwe and GitHub
37b4cfd024
Python: Add Azure Managed Redis Support with Credential Provider ( #2887 )
...
* azure redis support
* small fixes
* azure managed redis sample
* fixes
2025-12-18 17:10:55 +00:00
Victor Dibia and GitHub
8ff34f9a43
Python: Add workflow cancellation sample ( #2732 )
...
* Add workflow cancellation sample
Add sample demonstrating how to cancel a running workflow using asyncio
tasks. Shows both cancellation mid-execution and normal completion paths.
Useful for implementing timeouts, graceful shutdown, or A2A executors.
* update docstring
2025-12-18 14:12:42 +00:00
Tao Chen and GitHub
b4f2709b6d
Python: Workflow add option to visualize internal executors ( #2917 )
...
* Workflow add option to visualize internal executors
* Address Copilot comments
2025-12-18 14:04:03 +00:00
Evan Mattson and GitHub
ca1532cf22
Python: Move ollama samples to samples getting started dir ( #2921 )
...
* Move ollama samples to samples getting started dir
* Address feedback
2025-12-18 08:37:05 +00:00
Evan Mattson and GitHub
360839782c
Pass kwargs into subworkflows ( #2923 )
2025-12-18 04:34:33 +00:00
Giles Odigwe and GitHub
d5527982b6
Python: Azure AI Agent with Bing Grounding Citations Sample ( #2892 )
...
* bing grounding sample with citations
* small fix
* fix
2025-12-17 00:43:38 +00:00
Evan Mattson and GitHub
6adcac2e97
Python: Flow custom kwargs to agents via Workflow SharedState ( #2894 )
...
* Flow custom kwargs to agents via SharedState
* Address Copilot feedback
* Improve sample typing
* Fix test
2025-12-17 00:04:00 +00:00
Tao Chen and GitHub
8fca71e5ad
[BREAKING] Python: Add factory pattern to handoff orchestration builder ( #2844 )
...
* WIP: Factory pattern to handoff
* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification
* Add tests and improve comments
* Fix mypy
* Simplify handoff_simple.py
* Simplify handoff_autonoumous.py and bug fix
* Update readme
* Address Copilot comments
2025-12-16 23:38:33 +00:00
Giles Odigwe and GitHub
54f482df73
Python: Update Mem0Provider to use v2 search API filters parameter ( #2766 )
...
* short fix to move id parameters to filters object
* added tests
* small fix
* mem0 dependency update
2025-12-16 18:23:37 +00:00
2f06fe557a
Python : Ollama Connector for Agent Framework ( #1104 )
...
* Initial Commit for Olama Connector
* Added Olama Sample
* Add Sample & Fixed Open Telemetry
* Fixed Spelling from Olama to Ollama
* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr
* Added Tool Calling
* Finalizing test cases
* Adjust samples to be more reliable
* Update python/packages/ollama/agent_framework_ollama/_chat_client.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update python/packages/ollama/pyproject.toml
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update python/packages/ollama/tests/test_ollama_chat_client.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update python/packages/ollama/agent_framework_ollama/_chat_client.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Improved Docstrings & Sample
* Update python/packages/ollama/agent_framework_ollama/_chat_client.py
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com >
* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics
* Revert setting, so it can be none
* Validate Message formatting between AF and Ollama
* Catch Ollama Error and raise a ServiceResponse Error
* Fix mypy error
* remove .vscode comma
* Add Reasoning support & adjust to new structure
* Add Ollama Multimodality and Reasoning
* Add test cases for reasoning
* Add Tests for Error Handling in Ollama Client
* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Integrated Copilot Feedback
* Implement first PR Feedback
* Adjust Readme files for examples
* Adjust argument passing via additional chat options
* Implemented PR Feedback
* Removing Ollama Package from Core and moving samples
* Fix Link & Adding Samples to Main Sample Readme
* Fixing Links in Readme
* Moved Multimodal and Chat Example
* Fixed Link in ChatClient to Ollama
* Fix AgentFramework Links in Ollama Project
* Fix observability breaking change
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com >
2025-12-16 15:02:38 +00:00
Evan Mattson and GitHub
958a488f96
Python: Fix context duplication in handoff workflows when restoring from checkpoint ( #2867 )
...
* Fix context duplication in handoff workflows when restoring from checkpoint
* Address Copilot PR review
2025-12-16 09:52:59 +00:00
Eduard van Valkenburg and GitHub
3139347526
Python: [BREAKING] Observability updates ( #2782 )
...
* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186
* WIP on updates using configure_azure_monitor
* improved setup and clarity
* fixed root .env.example
* revert changes
* updated files
* updated sample
* updated zero code
* test fixes and fixed links
* fix devui
* removed planning docs
* added enable method and updated readme and samples
* clarified docstring
* add return annotation
* updated naming
* update capatilized version
* updated readme and some fixes
* updated decorator name inline with the rest
* feedback from comments addressed
2025-12-16 06:56:30 +00:00
Evan Mattson and GitHub
0fc7933a92
Fix WorkflowAgent to include thread convo history. Enable checkpointing. ( #2774 )
2025-12-12 04:04:31 +00:00
Dmytro Struk and GitHub
d7434d59ce
Python: Added custom args and thread object to ai_function kwargs ( #2769 )
...
* Added an example of using kwargs in ai_function
* Added thread object to ai_function kwargs
* Updated docs
* Small fix
* Added thread parameter filtering
2025-12-12 01:53:04 +00:00
Evan Mattson and GitHub
3481914981
Capture file IDs from code interpreter in streaming responses ( #2741 )
2025-12-11 07:30:19 +00:00
Tao Chen and GitHub
191779ce80
Python: Add factory pattern to concurrent orchestration builder ( #2738 )
...
* Add factory pattern to concurrent orchestration builder
* Update readme
* Address AI comments
* Fix unit tests
* Fix import
* Prevent multiple calls to set participants or factories
* Add comments
* Mitigate warnings
* Fix mypy
* Address comments
* Address Copilot comments
* Fix tests
2025-12-11 01:23:28 +00:00
Tao Chen and GitHub
523305ac62
Python: Add factory pattern to sequential orchestration builder ( #2710 )
...
* Add factory pattern to sequential orchestration builder
* Use temp list to avoid override
* Add sample and some other fixes
* Fix comments
* Small fix
* Update readme
2025-12-10 18:16:10 +00:00
Evan Mattson and GitHub
b378ca75d1
Python: extend HITL support for all orchestration patterns ( #2620 )
...
* Support HITL for orchestration patterns
* Cleanup around naming
* Fix typing issues
* Clean up
* Naming clean up
* Updates to HITL to make it cleaner
* Rename human input hook to orchestration request info
* Clean up per PR feedback
2025-12-10 15:59:29 +00:00
2f0b2db12a
fix: Standardize OpenAI API key environment variable naming ( #1001 ) ( #2629 )
...
- Replace OPENAI_APIKEY with OPENAI_API_KEY across all samples
- Replace AZURE_FOUNDRY_OPENAI_APIKEY with AZURE_FOUNDRY_OPENAI_API_KEY
- Ensures consistency with OpenAI's standard naming convention
- Applies to .NET and Python samples
Fixes #1001
Co-authored-by: Alexander Zarei <alzarei@users.noreply.github.com >
2025-12-10 10:33:35 +00:00
Giles Odigwe and GitHub
b55095f0fb
azureai image gen sample update ( #2709 )
2025-12-09 13:50:04 +00:00
Laveesh Rohra and GitHub
71d9d268dd
Python: Fix DurableState schema serializations ( #2670 )
...
* Fix created at
* Add pattern matching
2025-12-08 22:38:45 +00:00
d7ca96923b
Python: Update fan in fan out sample to show concurrency ( #2705 )
...
* Update fan in fan out sample to show concurrency
* Update python/samples/getting_started/workflows/parallelism/fan_out_fan_in_edges.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-12-08 19:53:37 +00:00
Victor Dibia and GitHub
0675000f4b
fixes Python: DevUI fails when uploading Pdf file (tested on Python Foundry Agent) ( #2675 )
...
Fixes #2652
2025-12-08 17:00:57 +00:00
551219cb55
Python: Feature/fix context provider lifecycle agentic mode ( #2650 )
...
* refactor KB for index creation logic
* add user agent header for tracking
* fix mypy issues
* fix agentic mode bug for search context provider
---------
Co-authored-by: farzad528 <farzad528@users.noreply.github.com >
2025-12-08 09:52:18 +00:00
Evan Mattson and GitHub
c34af002b8
Improve sample logging ( #2692 )
2025-12-08 06:56:45 +00:00
Dmytro Struk and GitHub
cfcb71334a
Renamed async_credential to credential ( #2648 )
2025-12-08 01:21:18 +00:00
Giles Odigwe and GitHub
f5f909f2e2
Python: Added Azure OpenAI Responses File Search sample + Integration test update ( #2645 )
...
* added azure responses file search sample + int test update
* sample update to use token credential
2025-12-05 19:01:48 +00:00
Evan Mattson and GitHub
b78a2b6d2e
Python: Support an autonomous handoff flow ( #2497 )
...
* Support an autonomous handoff flow.
* Simplify public API
* Address feedback
2025-12-05 07:13:22 +00:00
Tao Chen and GitHub
f2ed5b55f6
Python: WorkflowBuilder registry ( #2486 )
...
* Add workflow builder factory pattern
* Add internal edge groups to registered executors; next samples
* Update samples: Part 1
* register -> register_executor
* update hil samples
* Update other samples
* Update agent samples
* Update doc string
* Add new sample
* Fix mypy
* Address comments
* Fix mypy
2025-12-05 05:26:10 +00:00
Giles Odigwe and GitHub
365e438981
Python: AzureAI Local MCP Sample ( #2616 )
...
* added azure ai local mcp sample
* small fix
* handling for local mcp
* remove redundant local mcp handling
2025-12-04 19:10:00 +00:00
Evan Mattson and GitHub
19ac6e57c0
Python [BREAKING]: support magentic agent tool call approvals and plan stalling HITL behavior ( #2569 )
...
* Provide way for HITL with magentic
* support tool call approvals and hitl stall replan
* human plan intervention sample
* Clean up
* Improve loging
* updates
2025-12-04 05:13:27 +00:00
Evan Mattson and GitHub
f7a9005235
Python: Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent ( #2591 )
...
* Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent
* Sample cleanup
2025-12-04 01:41:40 +00:00
d774b64df0
Python: added inline yaml sample ( #2582 )
...
* added inline yaml sample
* fixed some typos and added intro comment
* added description params and pass through to client
* add azure assistants
* fix tests
* observabiltiy mypy fix
* for some reason mypy doesn't accept a subclass
---------
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com >
2025-12-04 01:30:56 +00:00
Victor Dibia and GitHub
42ffe59592
Python: Document ChatKit frontend requirements and air-gapped limitations ( #2587 )
...
- Add "Requirements and Limitations" section to chatkit package README
- Add "Network Requirements" and "Limitations" sections to chatkit-integration sample README
- Add explanatory comments in frontend code for CDN dependency and domain key configuration
Fixes #2347
2025-12-04 01:19:14 +00:00
b5595f6f70
Python: Enable Agentic Mode to Use Existing Knowledge Bases Without index_name ( #2464 )
...
* refactor KB for index creation logic
* add user agent header for tracking
* fix mypy issues
---------
Co-authored-by: farzad528 <farzad528@users.noreply.github.com >
2025-12-03 16:00:59 +00:00
David Wu and GitHub
e9ab514696
Python: Replace Eval SDK with AI Projects SDK in evaluation sample ( #2540 )
...
* Replace Eval SDK with AI Projects SDK
* Update per PR review suggestions
2025-12-02 20:28:52 +00:00
Evan Mattson and GitHub
e3b700ad9f
Python: Add sample to show handoff as agent with HITL ( #2534 )
...
* Add sample to show handoff as agent with HITL
* Update uv.lock with latest pkg versions. Fix lint error.
* Upgrade grpcio to 1.76.0
* Handle grpcio versions
* Case insensitive compare for declarative
2025-12-02 00:50:13 +00:00
Laveesh Rohra and GitHub
306c81aef8
Python: [Breaking] Python: Respond with AgentRunResponse with serialized structured output ( #2285 )
...
* Respond with AgentRunResponse
* Fix response_Format type
* Address comments
* Fix tests
* Fix log
* Addressed comments
* Code cleanup
* Use AgentTask vs Generator
* Address comments
* use lazy logging
* fix mypy errors
2025-11-26 18:44:28 +00:00
Evan Mattson and GitHub
907d79ab3c
[BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. ( #2291 )
...
* Standardize orchestration outputs as list of chatmessage. Add chat options to group chat prompt manager
* refactor group chat
* Improve group chat manager
* README Update
* Cleanup
* Add comment
* More cleanup
* Standardize termination condition for group chat
* Improvements on termination logic
* Fix tests
* Fix new line
* PR feedback
* Update ChatKit based on OpenAI type change
* Raise error if response format is not expected type
* Only one starting executor required. Add tests.
* Add magentic start executor test
2025-11-26 07:51:04 +00:00
5d8be5836c
Python: Added support for application endpoints in Azure AI client ( #2460 )
...
* Added support for application endpoints in Azure AI client
* Fixed tests
* Update python/samples/getting_started/agents/azure_ai/azure_ai_with_application_endpoint.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Addressed comments
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-25 19:32:55 +00:00
b1c210c9d8
Python: Added MCP tool support for azure functions package. ( #2385 )
...
* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823 )
* Add scafolding
* update readme
* add code owners and label
* update owners
* .NET: Durable extension: initial src and unit tests (#1900 )
* Python: Add Durable Agent Wrapper code (#1913 )
* add initial changes
* Move code and add single sample
* Update logger
* Remove unused code
* address PR comments
* cleanup code and address comments
---------
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com >
* Azure Functions .NET samples (#1939 )
* Python: Add Unit tests for Azurefunctions package (#1976 )
* Add Unit tests for Azurefunctions
* remove duplicate import
* .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979 )
* Python: Add more samples for Azure Functions (#1980 )
* Move all samples
* fix comments
* remove dead lines
* Make samples simpler
* Agents as MCP tools
* Removed unused files and updated sample
* .NET: [Feature Branch] Durable Task extension integration tests (#2017 )
* .NET: [Feature Branch] Update OpenAI config for integration tests (#2063 )
* Python: Add Integration tests for AzureFunctions (#2020 )
* Add Integration tests
* Remove DTS extension
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Add pyi file for type safety
* Add samples in readme
* Updated all readme instructions
* Address comments
* Update readmes
* Fix requirements
* Address comments
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Addressed copilot feedback
* Minor refactoring and added tests
* Updated mcp sample
* Fixed broken link in readme
* Addressed copilot comments
* Addressed feedback
* Updated property to enable_mcp_tool_trigger
---------
Co-authored-by: Laveesh Rohra <larohra@microsoft.com >
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com >
Co-authored-by: Chris Gillum <cgillum@microsoft.com >
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-25 18:50:02 +00:00
Dmytro Struk and GitHub
b8260ae24c
Python: [BREAKING] Removed default "store" value ( #2443 )
...
* Removed default store value
* Small fix
2025-11-25 17:53:08 +00:00
27b3a517eb
[BREAKING] Python: Adjust magentic event types raised. No need for custom events. ( #2215 )
...
* Adjust magentic event types raised. No need for custom events.
* Cleanup
* Fix test
* Update python/packages/core/agent_framework/_workflows/_magentic.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-25 08:24:08 +00:00
Eduard van Valkenburg and GitHub
1b4103dce3
Python: fix for logging setup ( #2371 )
...
* fix for logging setup
* typo fixes
* fix text
2025-11-25 08:19:34 +00:00
Evan Mattson and GitHub
2a4802eac3
Python: Fix runtime response format for responses client ( #2440 )
...
* Fix runtime response format for responses client
* Handle run time schema for Azure AI Client.
2025-11-25 07:50:20 +00:00
Giles Odigwe and GitHub
e303cc963d
Python: AzureAI OpenAPI + Memory Search Samples ( #2390 )
...
* openapi + memory search samples
* readme update
* memory store name fix
2025-11-25 01:17:14 +00:00
Eduard van Valkenburg and GitHub
9f43108ef1
Python: renamed ai search and cleanup of samples and unified import logic ( #2369 )
...
* renamed ai search and cleanup of samples and unified import logic
* fixed error messages
* fixed folder name
* remove old samples from readme
2025-11-24 17:06:22 +00:00
Giles Odigwe and GitHub
ec08ee541d
a2a sample update ( #2391 )
2025-11-24 10:57:00 +00:00
Giles OdigweandGitHub
Evan MattsonandGitHub
Victor DibiaandGitHub
Tao ChenandGitHub
Dmytro StrukandGitHub
Laveesh RohraandGitHub
David WuandGitHub
