From a442ee115dc9f27bb39cb0cfc7ce5cd8be37e931 Mon Sep 17 00:00:00 2001
From: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
Date: Mon, 2 Mar 2026 22:12:55 +0000
Subject: [PATCH 001/149] .NET: AzureAI Package - Skip tool validation when
UseProvidedChatClientAsIs is true (#4389)
* Skip tool validation when UseProvidedChatClientAsIs is true (#3855)
When GetAIAgentAsync is called with ChatClientAgentOptions.UseProvidedChatClientAsIs = true,
skip requireInvocableTools validation so users can handle function calls manually
via custom ChatClient middleware without needing to provide matching AIFunction tools.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Simplify requireInvocableTools expression per review feedback
UseProvidedChatClientAsIs is a non-nullable bool, so use ! operator
instead of != true for clarity.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Decouple tool matching from validation and add tool preservation test (#3855)
Always match provided AIFunctions to server-side function definitions
regardless of requireInvocableTools flag. Only throw when validation
is required and no match is found. This ensures UseProvidedChatClientAsIs
still preserves user-provided AIFunction tools instead of falling back
to the broken ResponseToolAITool wrapper.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../AzureAIProjectChatClientExtensions.cs | 20 +++---
...AzureAIProjectChatClientExtensionsTests.cs | 64 +++++++++++++++++++
2 files changed, 75 insertions(+), 9 deletions(-)
diff --git a/dotnet/src/Microsoft.Agents.AI.AzureAI/AzureAIProjectChatClientExtensions.cs b/dotnet/src/Microsoft.Agents.AI.AzureAI/AzureAIProjectChatClientExtensions.cs
index 027eea1bca..a190f4b154 100644
--- a/dotnet/src/Microsoft.Agents.AI.AzureAI/AzureAIProjectChatClientExtensions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.AzureAI/AzureAIProjectChatClientExtensions.cs
@@ -191,7 +191,7 @@ public static partial class AzureAIProjectChatClientExtensions
AgentRecord agentRecord = await GetAgentRecordByNameAsync(aiProjectClient, options.Name, cancellationToken).ConfigureAwait(false);
var agentVersion = agentRecord.Versions.Latest;
- var agentOptions = CreateChatClientAgentOptions(agentVersion, options, requireInvocableTools: true);
+ var agentOptions = CreateChatClientAgentOptions(agentVersion, options, requireInvocableTools: !options.UseProvidedChatClientAsIs);
return AsChatClientAgent(
aiProjectClient,
@@ -522,21 +522,23 @@ public static partial class AzureAIProjectChatClientExtensions
// Check function tools
foreach (ResponseTool responseTool in definitionTools)
{
- if (requireInvocableTools && responseTool is FunctionTool functionTool)
+ if (responseTool is FunctionTool functionTool)
{
// Check if a tool with the same type and name exists in the provided tools.
- // When invocable tools are required, match only AIFunction.
+ // Always prefer matching AIFunction when available, regardless of requireInvocableTools.
var matchingTool = chatOptions?.Tools?.FirstOrDefault(t => t is AIFunction tf && functionTool.FunctionName == tf.Name);
- if (matchingTool is null)
- {
- (missingTools ??= []).Add($"Function tool: {functionTool.FunctionName}");
- }
- else
+ if (matchingTool is not null)
{
(agentTools ??= []).Add(matchingTool!);
+ continue;
+ }
+
+ if (requireInvocableTools)
+ {
+ (missingTools ??= []).Add($"Function tool: {functionTool.FunctionName}");
+ continue;
}
- continue;
}
(agentTools ??= []).Add(responseTool.AsAITool());
diff --git a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/AzureAIProjectChatClientExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/AzureAIProjectChatClientExtensionsTests.cs
index 2f2e276ae9..a7b9c54aac 100644
--- a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/AzureAIProjectChatClientExtensionsTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/AzureAIProjectChatClientExtensionsTests.cs
@@ -2375,6 +2375,70 @@ public sealed class AzureAIProjectChatClientExtensionsTests
Assert.NotNull(agent);
}
+ ///
+ /// Verify that GetAIAgentAsync with UseProvidedChatClientAsIs=true skips tool validation
+ /// and does not throw even when server-side function tools exist without matching invocable tools.
+ ///
+ [Fact]
+ public async Task GetAIAgentAsync_WithUseProvidedChatClientAsIs_SkipsToolValidationAsync()
+ {
+ // Arrange
+ PromptAgentDefinition definition = new("test-model") { Instructions = "Test" };
+ definition.Tools.Add(ResponseTool.CreateFunctionTool("required_function", BinaryData.FromString("{}"), strictModeEnabled: false));
+
+ AIProjectClient client = this.CreateTestAgentClient(agentDefinitionResponse: definition);
+ var options = new ChatClientAgentOptions
+ {
+ Name = "test-agent",
+ ChatOptions = new ChatOptions { Instructions = "Test" },
+ UseProvidedChatClientAsIs = true
+ };
+
+ // Act - should not throw even without tools when UseProvidedChatClientAsIs is true
+ ChatClientAgent agent = await client.GetAIAgentAsync(options);
+
+ // Assert
+ Assert.NotNull(agent);
+ }
+
+ ///
+ /// Verify that GetAIAgentAsync with UseProvidedChatClientAsIs=true still matches provided AIFunction tools
+ /// to server-side function definitions, instead of falling back to the ResponseToolAITool wrapper.
+ ///
+ [Fact]
+ public async Task GetAIAgentAsync_WithUseProvidedChatClientAsIs_PreservesProvidedToolsAsync()
+ {
+ // Arrange
+ PromptAgentDefinition definition = new("test-model") { Instructions = "Test" };
+ definition.Tools.Add(ResponseTool.CreateFunctionTool("my_function", BinaryData.FromString("{}"), strictModeEnabled: false));
+
+ AIProjectClient client = this.CreateTestAgentClient(agentDefinitionResponse: definition);
+
+ var providedTool = AIFunctionFactory.Create(() => "test", "my_function", "A test function");
+ var options = new ChatClientAgentOptions
+ {
+ Name = "test-agent",
+ UseProvidedChatClientAsIs = true,
+ ChatOptions = new ChatOptions
+ {
+ Instructions = "Test",
+ Tools = [providedTool]
+ },
+ };
+
+ // Act - UseProvidedChatClientAsIs is true, but provided AIFunctions should still be matched and preserved
+ ChatClientAgent agent = await client.GetAIAgentAsync(options);
+
+ // Assert
+ Assert.NotNull(agent);
+
+ // Verify the provided AIFunction was matched and preserved in ChatOptions.Tools (not replaced by AsAITool wrapper)
+ var chatOptions = agent.GetService();
+ Assert.NotNull(chatOptions);
+ Assert.NotNull(chatOptions!.Tools);
+ Assert.Contains(chatOptions.Tools, t => t is AIFunction af && af.Name == "my_function");
+ }
+
#endregion
#region Empty Version and ID Handling Tests
From 5276a6c371df560c4bdf7b24d518bf022d7c1dad Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:06:34 +0000
Subject: [PATCH 002/149] Bump rollup in
/python/samples/demos/ag_ui_workflow_handoff/frontend (#4284)
Bumps [rollup](https://github.com/rollup/rollup) from 4.57.1 to 4.59.0.
- [Release notes](https://github.com/rollup/rollup/releases)
- [Changelog](https://github.com/rollup/rollup/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rollup/rollup/compare/v4.57.1...v4.59.0)
---
updated-dependencies:
- dependency-name: rollup
dependency-version: 4.59.0
dependency-type: indirect
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
.../frontend/package-lock.json | 206 +++++++++---------
1 file changed, 103 insertions(+), 103 deletions(-)
diff --git a/python/samples/demos/ag_ui_workflow_handoff/frontend/package-lock.json b/python/samples/demos/ag_ui_workflow_handoff/frontend/package-lock.json
index bc75c569ff..991211fafd 100644
--- a/python/samples/demos/ag_ui_workflow_handoff/frontend/package-lock.json
+++ b/python/samples/demos/ag_ui_workflow_handoff/frontend/package-lock.json
@@ -802,9 +802,9 @@
"license": "MIT"
},
"node_modules/@rollup/rollup-android-arm-eabi": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.57.1.tgz",
- "integrity": "sha512-A6ehUVSiSaaliTxai040ZpZ2zTevHYbvu/lDoeAteHI8QnaosIzm4qwtezfRg1jOYaUmnzLX1AOD6Z+UJjtifg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.59.0.tgz",
+ "integrity": "sha512-upnNBkA6ZH2VKGcBj9Fyl9IGNPULcjXRlg0LLeaioQWueH30p6IXtJEbKAgvyv+mJaMxSm1l6xwDXYjpEMiLMg==",
"cpu": [
"arm"
],
@@ -816,9 +816,9 @@
]
},
"node_modules/@rollup/rollup-android-arm64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.57.1.tgz",
- "integrity": "sha512-dQaAddCY9YgkFHZcFNS/606Exo8vcLHwArFZ7vxXq4rigo2bb494/xKMMwRRQW6ug7Js6yXmBZhSBRuBvCCQ3w==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.59.0.tgz",
+ "integrity": "sha512-hZ+Zxj3SySm4A/DylsDKZAeVg0mvi++0PYVceVyX7hemkw7OreKdCvW2oQ3T1FMZvCaQXqOTHb8qmBShoqk69Q==",
"cpu": [
"arm64"
],
@@ -830,9 +830,9 @@
]
},
"node_modules/@rollup/rollup-darwin-arm64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.57.1.tgz",
- "integrity": "sha512-crNPrwJOrRxagUYeMn/DZwqN88SDmwaJ8Cvi/TN1HnWBU7GwknckyosC2gd0IqYRsHDEnXf328o9/HC6OkPgOg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.59.0.tgz",
+ "integrity": "sha512-W2Psnbh1J8ZJw0xKAd8zdNgF9HRLkdWwwdWqubSVk0pUuQkoHnv7rx4GiF9rT4t5DIZGAsConRE3AxCdJ4m8rg==",
"cpu": [
"arm64"
],
@@ -844,9 +844,9 @@
]
},
"node_modules/@rollup/rollup-darwin-x64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.57.1.tgz",
- "integrity": "sha512-Ji8g8ChVbKrhFtig5QBV7iMaJrGtpHelkB3lsaKzadFBe58gmjfGXAOfI5FV0lYMH8wiqsxKQ1C9B0YTRXVy4w==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.59.0.tgz",
+ "integrity": "sha512-ZW2KkwlS4lwTv7ZVsYDiARfFCnSGhzYPdiOU4IM2fDbL+QGlyAbjgSFuqNRbSthybLbIJ915UtZBtmuLrQAT/w==",
"cpu": [
"x64"
],
@@ -858,9 +858,9 @@
]
},
"node_modules/@rollup/rollup-freebsd-arm64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.57.1.tgz",
- "integrity": "sha512-R+/WwhsjmwodAcz65guCGFRkMb4gKWTcIeLy60JJQbXrJ97BOXHxnkPFrP+YwFlaS0m+uWJTstrUA9o+UchFug==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.59.0.tgz",
+ "integrity": "sha512-EsKaJ5ytAu9jI3lonzn3BgG8iRBjV4LxZexygcQbpiU0wU0ATxhNVEpXKfUa0pS05gTcSDMKpn3Sx+QB9RlTTA==",
"cpu": [
"arm64"
],
@@ -872,9 +872,9 @@
]
},
"node_modules/@rollup/rollup-freebsd-x64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.57.1.tgz",
- "integrity": "sha512-IEQTCHeiTOnAUC3IDQdzRAGj3jOAYNr9kBguI7MQAAZK3caezRrg0GxAb6Hchg4lxdZEI5Oq3iov/w/hnFWY9Q==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.59.0.tgz",
+ "integrity": "sha512-d3DuZi2KzTMjImrxoHIAODUZYoUUMsuUiY4SRRcJy6NJoZ6iIqWnJu9IScV9jXysyGMVuW+KNzZvBLOcpdl3Vg==",
"cpu": [
"x64"
],
@@ -886,9 +886,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm-gnueabihf": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.57.1.tgz",
- "integrity": "sha512-F8sWbhZ7tyuEfsmOxwc2giKDQzN3+kuBLPwwZGyVkLlKGdV1nvnNwYD0fKQ8+XS6hp9nY7B+ZeK01EBUE7aHaw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.59.0.tgz",
+ "integrity": "sha512-t4ONHboXi/3E0rT6OZl1pKbl2Vgxf9vJfWgmUoCEVQVxhW6Cw/c8I6hbbu7DAvgp82RKiH7TpLwxnJeKv2pbsw==",
"cpu": [
"arm"
],
@@ -900,9 +900,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm-musleabihf": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.57.1.tgz",
- "integrity": "sha512-rGfNUfn0GIeXtBP1wL5MnzSj98+PZe/AXaGBCRmT0ts80lU5CATYGxXukeTX39XBKsxzFpEeK+Mrp9faXOlmrw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.59.0.tgz",
+ "integrity": "sha512-CikFT7aYPA2ufMD086cVORBYGHffBo4K8MQ4uPS/ZnY54GKj36i196u8U+aDVT2LX4eSMbyHtyOh7D7Zvk2VvA==",
"cpu": [
"arm"
],
@@ -914,9 +914,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.57.1.tgz",
- "integrity": "sha512-MMtej3YHWeg/0klK2Qodf3yrNzz6CGjo2UntLvk2RSPlhzgLvYEB3frRvbEF2wRKh1Z2fDIg9KRPe1fawv7C+g==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.59.0.tgz",
+ "integrity": "sha512-jYgUGk5aLd1nUb1CtQ8E+t5JhLc9x5WdBKew9ZgAXg7DBk0ZHErLHdXM24rfX+bKrFe+Xp5YuJo54I5HFjGDAA==",
"cpu": [
"arm64"
],
@@ -928,9 +928,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm64-musl": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.57.1.tgz",
- "integrity": "sha512-1a/qhaaOXhqXGpMFMET9VqwZakkljWHLmZOX48R0I/YLbhdxr1m4gtG1Hq7++VhVUmf+L3sTAf9op4JlhQ5u1Q==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.59.0.tgz",
+ "integrity": "sha512-peZRVEdnFWZ5Bh2KeumKG9ty7aCXzzEsHShOZEFiCQlDEepP1dpUl/SrUNXNg13UmZl+gzVDPsiCwnV1uI0RUA==",
"cpu": [
"arm64"
],
@@ -942,9 +942,9 @@
]
},
"node_modules/@rollup/rollup-linux-loong64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.57.1.tgz",
- "integrity": "sha512-QWO6RQTZ/cqYtJMtxhkRkidoNGXc7ERPbZN7dVW5SdURuLeVU7lwKMpo18XdcmpWYd0qsP1bwKPf7DNSUinhvA==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.59.0.tgz",
+ "integrity": "sha512-gbUSW/97f7+r4gHy3Jlup8zDG190AuodsWnNiXErp9mT90iCy9NKKU0Xwx5k8VlRAIV2uU9CsMnEFg/xXaOfXg==",
"cpu": [
"loong64"
],
@@ -956,9 +956,9 @@
]
},
"node_modules/@rollup/rollup-linux-loong64-musl": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-musl/-/rollup-linux-loong64-musl-4.57.1.tgz",
- "integrity": "sha512-xpObYIf+8gprgWaPP32xiN5RVTi/s5FCR+XMXSKmhfoJjrpRAjCuuqQXyxUa/eJTdAE6eJ+KDKaoEqjZQxh3Gw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-musl/-/rollup-linux-loong64-musl-4.59.0.tgz",
+ "integrity": "sha512-yTRONe79E+o0FWFijasoTjtzG9EBedFXJMl888NBEDCDV9I2wGbFFfJQQe63OijbFCUZqxpHz1GzpbtSFikJ4Q==",
"cpu": [
"loong64"
],
@@ -970,9 +970,9 @@
]
},
"node_modules/@rollup/rollup-linux-ppc64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.57.1.tgz",
- "integrity": "sha512-4BrCgrpZo4hvzMDKRqEaW1zeecScDCR+2nZ86ATLhAoJ5FQ+lbHVD3ttKe74/c7tNT9c6F2viwB3ufwp01Oh2w==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.59.0.tgz",
+ "integrity": "sha512-sw1o3tfyk12k3OEpRddF68a1unZ5VCN7zoTNtSn2KndUE+ea3m3ROOKRCZxEpmT9nsGnogpFP9x6mnLTCaoLkA==",
"cpu": [
"ppc64"
],
@@ -984,9 +984,9 @@
]
},
"node_modules/@rollup/rollup-linux-ppc64-musl": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-musl/-/rollup-linux-ppc64-musl-4.57.1.tgz",
- "integrity": "sha512-NOlUuzesGauESAyEYFSe3QTUguL+lvrN1HtwEEsU2rOwdUDeTMJdO5dUYl/2hKf9jWydJrO9OL/XSSf65R5+Xw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-musl/-/rollup-linux-ppc64-musl-4.59.0.tgz",
+ "integrity": "sha512-+2kLtQ4xT3AiIxkzFVFXfsmlZiG5FXYW7ZyIIvGA7Bdeuh9Z0aN4hVyXS/G1E9bTP/vqszNIN/pUKCk/BTHsKA==",
"cpu": [
"ppc64"
],
@@ -998,9 +998,9 @@
]
},
"node_modules/@rollup/rollup-linux-riscv64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.57.1.tgz",
- "integrity": "sha512-ptA88htVp0AwUUqhVghwDIKlvJMD/fmL/wrQj99PRHFRAG6Z5nbWoWG4o81Nt9FT+IuqUQi+L31ZKAFeJ5Is+A==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.59.0.tgz",
+ "integrity": "sha512-NDYMpsXYJJaj+I7UdwIuHHNxXZ/b/N2hR15NyH3m2qAtb/hHPA4g4SuuvrdxetTdndfj9b1WOmy73kcPRoERUg==",
"cpu": [
"riscv64"
],
@@ -1012,9 +1012,9 @@
]
},
"node_modules/@rollup/rollup-linux-riscv64-musl": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.57.1.tgz",
- "integrity": "sha512-S51t7aMMTNdmAMPpBg7OOsTdn4tySRQvklmL3RpDRyknk87+Sp3xaumlatU+ppQ+5raY7sSTcC2beGgvhENfuw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.59.0.tgz",
+ "integrity": "sha512-nLckB8WOqHIf1bhymk+oHxvM9D3tyPndZH8i8+35p/1YiVoVswPid2yLzgX7ZJP0KQvnkhM4H6QZ5m0LzbyIAg==",
"cpu": [
"riscv64"
],
@@ -1026,9 +1026,9 @@
]
},
"node_modules/@rollup/rollup-linux-s390x-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.57.1.tgz",
- "integrity": "sha512-Bl00OFnVFkL82FHbEqy3k5CUCKH6OEJL54KCyx2oqsmZnFTR8IoNqBF+mjQVcRCT5sB6yOvK8A37LNm/kPJiZg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.59.0.tgz",
+ "integrity": "sha512-oF87Ie3uAIvORFBpwnCvUzdeYUqi2wY6jRFWJAy1qus/udHFYIkplYRW+wo+GRUP4sKzYdmE1Y3+rY5Gc4ZO+w==",
"cpu": [
"s390x"
],
@@ -1040,9 +1040,9 @@
]
},
"node_modules/@rollup/rollup-linux-x64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.57.1.tgz",
- "integrity": "sha512-ABca4ceT4N+Tv/GtotnWAeXZUZuM/9AQyCyKYyKnpk4yoA7QIAuBt6Hkgpw8kActYlew2mvckXkvx0FfoInnLg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.59.0.tgz",
+ "integrity": "sha512-3AHmtQq/ppNuUspKAlvA8HtLybkDflkMuLK4DPo77DfthRb71V84/c4MlWJXixZz4uruIH4uaa07IqoAkG64fg==",
"cpu": [
"x64"
],
@@ -1054,9 +1054,9 @@
]
},
"node_modules/@rollup/rollup-linux-x64-musl": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.57.1.tgz",
- "integrity": "sha512-HFps0JeGtuOR2convgRRkHCekD7j+gdAuXM+/i6kGzQtFhlCtQkpwtNzkNj6QhCDp7DRJ7+qC/1Vg2jt5iSOFw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.59.0.tgz",
+ "integrity": "sha512-2UdiwS/9cTAx7qIUZB/fWtToJwvt0Vbo0zmnYt7ED35KPg13Q0ym1g442THLC7VyI6JfYTP4PiSOWyoMdV2/xg==",
"cpu": [
"x64"
],
@@ -1068,9 +1068,9 @@
]
},
"node_modules/@rollup/rollup-openbsd-x64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-openbsd-x64/-/rollup-openbsd-x64-4.57.1.tgz",
- "integrity": "sha512-H+hXEv9gdVQuDTgnqD+SQffoWoc0Of59AStSzTEj/feWTBAnSfSD3+Dql1ZruJQxmykT/JVY0dE8Ka7z0DH1hw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-openbsd-x64/-/rollup-openbsd-x64-4.59.0.tgz",
+ "integrity": "sha512-M3bLRAVk6GOwFlPTIxVBSYKUaqfLrn8l0psKinkCFxl4lQvOSz8ZrKDz2gxcBwHFpci0B6rttydI4IpS4IS/jQ==",
"cpu": [
"x64"
],
@@ -1082,9 +1082,9 @@
]
},
"node_modules/@rollup/rollup-openharmony-arm64": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.57.1.tgz",
- "integrity": "sha512-4wYoDpNg6o/oPximyc/NG+mYUejZrCU2q+2w6YZqrAs2UcNUChIZXjtafAiiZSUc7On8v5NyNj34Kzj/Ltk6dQ==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.59.0.tgz",
+ "integrity": "sha512-tt9KBJqaqp5i5HUZzoafHZX8b5Q2Fe7UjYERADll83O4fGqJ49O1FsL6LpdzVFQcpwvnyd0i+K/VSwu/o/nWlA==",
"cpu": [
"arm64"
],
@@ -1096,9 +1096,9 @@
]
},
"node_modules/@rollup/rollup-win32-arm64-msvc": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.57.1.tgz",
- "integrity": "sha512-O54mtsV/6LW3P8qdTcamQmuC990HDfR71lo44oZMZlXU4tzLrbvTii87Ni9opq60ds0YzuAlEr/GNwuNluZyMQ==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.59.0.tgz",
+ "integrity": "sha512-V5B6mG7OrGTwnxaNUzZTDTjDS7F75PO1ae6MJYdiMu60sq0CqN5CVeVsbhPxalupvTX8gXVSU9gq+Rx1/hvu6A==",
"cpu": [
"arm64"
],
@@ -1110,9 +1110,9 @@
]
},
"node_modules/@rollup/rollup-win32-ia32-msvc": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.57.1.tgz",
- "integrity": "sha512-P3dLS+IerxCT/7D2q2FYcRdWRl22dNbrbBEtxdWhXrfIMPP9lQhb5h4Du04mdl5Woq05jVCDPCMF7Ub0NAjIew==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.59.0.tgz",
+ "integrity": "sha512-UKFMHPuM9R0iBegwzKF4y0C4J9u8C6MEJgFuXTBerMk7EJ92GFVFYBfOZaSGLu6COf7FxpQNqhNS4c4icUPqxA==",
"cpu": [
"ia32"
],
@@ -1124,9 +1124,9 @@
]
},
"node_modules/@rollup/rollup-win32-x64-gnu": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.57.1.tgz",
- "integrity": "sha512-VMBH2eOOaKGtIJYleXsi2B8CPVADrh+TyNxJ4mWPnKfLB/DBUmzW+5m1xUrcwWoMfSLagIRpjUFeW5CO5hyciQ==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.59.0.tgz",
+ "integrity": "sha512-laBkYlSS1n2L8fSo1thDNGrCTQMmxjYY5G0WFWjFFYZkKPjsMBsgJfGf4TLxXrF6RyhI60L8TMOjBMvXiTcxeA==",
"cpu": [
"x64"
],
@@ -1138,9 +1138,9 @@
]
},
"node_modules/@rollup/rollup-win32-x64-msvc": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.57.1.tgz",
- "integrity": "sha512-mxRFDdHIWRxg3UfIIAwCm6NzvxG0jDX/wBN6KsQFTvKFqqg9vTrWUE68qEjHt19A5wwx5X5aUi2zuZT7YR0jrA==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.59.0.tgz",
+ "integrity": "sha512-2HRCml6OztYXyJXAvdDXPKcawukWY2GpR5/nxKp4iBgiO3wcoEGkAaqctIbZcNB6KlUQBIqt8VYkNSj2397EfA==",
"cpu": [
"x64"
],
@@ -1633,9 +1633,9 @@
}
},
"node_modules/rollup": {
- "version": "4.57.1",
- "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.57.1.tgz",
- "integrity": "sha512-oQL6lgK3e2QZeQ7gcgIkS2YZPg5slw37hYufJ3edKlfQSGGm8ICoxswK15ntSzF/a8+h7ekRy7k7oWc3BQ7y8A==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.59.0.tgz",
+ "integrity": "sha512-2oMpl67a3zCH9H79LeMcbDhXW/UmWG/y2zuqnF2jQq5uq9TbM9TVyXvA4+t+ne2IIkBdrLpAaRQAvo7YI/Yyeg==",
"dev": true,
"license": "MIT",
"dependencies": {
@@ -1649,31 +1649,31 @@
"npm": ">=8.0.0"
},
"optionalDependencies": {
- "@rollup/rollup-android-arm-eabi": "4.57.1",
- "@rollup/rollup-android-arm64": "4.57.1",
- "@rollup/rollup-darwin-arm64": "4.57.1",
- "@rollup/rollup-darwin-x64": "4.57.1",
- "@rollup/rollup-freebsd-arm64": "4.57.1",
- "@rollup/rollup-freebsd-x64": "4.57.1",
- "@rollup/rollup-linux-arm-gnueabihf": "4.57.1",
- "@rollup/rollup-linux-arm-musleabihf": "4.57.1",
- "@rollup/rollup-linux-arm64-gnu": "4.57.1",
- "@rollup/rollup-linux-arm64-musl": "4.57.1",
- "@rollup/rollup-linux-loong64-gnu": "4.57.1",
- "@rollup/rollup-linux-loong64-musl": "4.57.1",
- "@rollup/rollup-linux-ppc64-gnu": "4.57.1",
- "@rollup/rollup-linux-ppc64-musl": "4.57.1",
- "@rollup/rollup-linux-riscv64-gnu": "4.57.1",
- "@rollup/rollup-linux-riscv64-musl": "4.57.1",
- "@rollup/rollup-linux-s390x-gnu": "4.57.1",
- "@rollup/rollup-linux-x64-gnu": "4.57.1",
- "@rollup/rollup-linux-x64-musl": "4.57.1",
- "@rollup/rollup-openbsd-x64": "4.57.1",
- "@rollup/rollup-openharmony-arm64": "4.57.1",
- "@rollup/rollup-win32-arm64-msvc": "4.57.1",
- "@rollup/rollup-win32-ia32-msvc": "4.57.1",
- "@rollup/rollup-win32-x64-gnu": "4.57.1",
- "@rollup/rollup-win32-x64-msvc": "4.57.1",
+ "@rollup/rollup-android-arm-eabi": "4.59.0",
+ "@rollup/rollup-android-arm64": "4.59.0",
+ "@rollup/rollup-darwin-arm64": "4.59.0",
+ "@rollup/rollup-darwin-x64": "4.59.0",
+ "@rollup/rollup-freebsd-arm64": "4.59.0",
+ "@rollup/rollup-freebsd-x64": "4.59.0",
+ "@rollup/rollup-linux-arm-gnueabihf": "4.59.0",
+ "@rollup/rollup-linux-arm-musleabihf": "4.59.0",
+ "@rollup/rollup-linux-arm64-gnu": "4.59.0",
+ "@rollup/rollup-linux-arm64-musl": "4.59.0",
+ "@rollup/rollup-linux-loong64-gnu": "4.59.0",
+ "@rollup/rollup-linux-loong64-musl": "4.59.0",
+ "@rollup/rollup-linux-ppc64-gnu": "4.59.0",
+ "@rollup/rollup-linux-ppc64-musl": "4.59.0",
+ "@rollup/rollup-linux-riscv64-gnu": "4.59.0",
+ "@rollup/rollup-linux-riscv64-musl": "4.59.0",
+ "@rollup/rollup-linux-s390x-gnu": "4.59.0",
+ "@rollup/rollup-linux-x64-gnu": "4.59.0",
+ "@rollup/rollup-linux-x64-musl": "4.59.0",
+ "@rollup/rollup-openbsd-x64": "4.59.0",
+ "@rollup/rollup-openharmony-arm64": "4.59.0",
+ "@rollup/rollup-win32-arm64-msvc": "4.59.0",
+ "@rollup/rollup-win32-ia32-msvc": "4.59.0",
+ "@rollup/rollup-win32-x64-gnu": "4.59.0",
+ "@rollup/rollup-win32-x64-msvc": "4.59.0",
"fsevents": "~2.3.2"
}
},
From 2b5e55625605edae480282340e33cf33e2bbb1a7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 15:33:15 -0800
Subject: [PATCH 003/149] Bump rollup (#4386)
Bumps [rollup](https://github.com/rollup/rollup) from 4.52.4 to 4.59.0.
- [Release notes](https://github.com/rollup/rollup/releases)
- [Changelog](https://github.com/rollup/rollup/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rollup/rollup/compare/v4.52.4...v4.59.0)
---
updated-dependencies:
- dependency-name: rollup
dependency-version: 4.59.0
dependency-type: indirect
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
.../frontend/package-lock.json | 227 +++++++++++-------
1 file changed, 136 insertions(+), 91 deletions(-)
diff --git a/python/samples/05-end-to-end/chatkit-integration/frontend/package-lock.json b/python/samples/05-end-to-end/chatkit-integration/frontend/package-lock.json
index 2a9ef09e64..5ab9ed8ed0 100644
--- a/python/samples/05-end-to-end/chatkit-integration/frontend/package-lock.json
+++ b/python/samples/05-end-to-end/chatkit-integration/frontend/package-lock.json
@@ -493,9 +493,9 @@
"license": "MIT"
},
"node_modules/@rollup/rollup-android-arm-eabi": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.52.4.tgz",
- "integrity": "sha512-BTm2qKNnWIQ5auf4deoetINJm2JzvihvGb9R6K/ETwKLql/Bb3Eg2H1FBp1gUb4YGbydMA3jcmQTR73q7J+GAA==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.59.0.tgz",
+ "integrity": "sha512-upnNBkA6ZH2VKGcBj9Fyl9IGNPULcjXRlg0LLeaioQWueH30p6IXtJEbKAgvyv+mJaMxSm1l6xwDXYjpEMiLMg==",
"cpu": [
"arm"
],
@@ -507,9 +507,9 @@
]
},
"node_modules/@rollup/rollup-android-arm64": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.52.4.tgz",
- "integrity": "sha512-P9LDQiC5vpgGFgz7GSM6dKPCiqR3XYN1WwJKA4/BUVDjHpYsf3iBEmVz62uyq20NGYbiGPR5cNHI7T1HqxNs2w==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.59.0.tgz",
+ "integrity": "sha512-hZ+Zxj3SySm4A/DylsDKZAeVg0mvi++0PYVceVyX7hemkw7OreKdCvW2oQ3T1FMZvCaQXqOTHb8qmBShoqk69Q==",
"cpu": [
"arm64"
],
@@ -521,9 +521,9 @@
]
},
"node_modules/@rollup/rollup-darwin-arm64": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.52.4.tgz",
- "integrity": "sha512-QRWSW+bVccAvZF6cbNZBJwAehmvG9NwfWHwMy4GbWi/BQIA/laTIktebT2ipVjNncqE6GLPxOok5hsECgAxGZg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.59.0.tgz",
+ "integrity": "sha512-W2Psnbh1J8ZJw0xKAd8zdNgF9HRLkdWwwdWqubSVk0pUuQkoHnv7rx4GiF9rT4t5DIZGAsConRE3AxCdJ4m8rg==",
"cpu": [
"arm64"
],
@@ -535,9 +535,9 @@
]
},
"node_modules/@rollup/rollup-darwin-x64": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.52.4.tgz",
- "integrity": "sha512-hZgP05pResAkRJxL1b+7yxCnXPGsXU0fG9Yfd6dUaoGk+FhdPKCJ5L1Sumyxn8kvw8Qi5PvQ8ulenUbRjzeCTw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.59.0.tgz",
+ "integrity": "sha512-ZW2KkwlS4lwTv7ZVsYDiARfFCnSGhzYPdiOU4IM2fDbL+QGlyAbjgSFuqNRbSthybLbIJ915UtZBtmuLrQAT/w==",
"cpu": [
"x64"
],
@@ -549,9 +549,9 @@
]
},
"node_modules/@rollup/rollup-freebsd-arm64": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.52.4.tgz",
- "integrity": "sha512-xmc30VshuBNUd58Xk4TKAEcRZHaXlV+tCxIXELiE9sQuK3kG8ZFgSPi57UBJt8/ogfhAF5Oz4ZSUBN77weM+mQ==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.59.0.tgz",
+ "integrity": "sha512-EsKaJ5ytAu9jI3lonzn3BgG8iRBjV4LxZexygcQbpiU0wU0ATxhNVEpXKfUa0pS05gTcSDMKpn3Sx+QB9RlTTA==",
"cpu": [
"arm64"
],
@@ -563,9 +563,9 @@
]
},
"node_modules/@rollup/rollup-freebsd-x64": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.52.4.tgz",
- "integrity": "sha512-WdSLpZFjOEqNZGmHflxyifolwAiZmDQzuOzIq9L27ButpCVpD7KzTRtEG1I0wMPFyiyUdOO+4t8GvrnBLQSwpw==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.59.0.tgz",
+ "integrity": "sha512-d3DuZi2KzTMjImrxoHIAODUZYoUUMsuUiY4SRRcJy6NJoZ6iIqWnJu9IScV9jXysyGMVuW+KNzZvBLOcpdl3Vg==",
"cpu": [
"x64"
],
@@ -577,9 +577,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm-gnueabihf": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.52.4.tgz",
- "integrity": "sha512-xRiOu9Of1FZ4SxVbB0iEDXc4ddIcjCv2aj03dmW8UrZIW7aIQ9jVJdLBIhxBI+MaTnGAKyvMwPwQnoOEvP7FgQ==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.59.0.tgz",
+ "integrity": "sha512-t4ONHboXi/3E0rT6OZl1pKbl2Vgxf9vJfWgmUoCEVQVxhW6Cw/c8I6hbbu7DAvgp82RKiH7TpLwxnJeKv2pbsw==",
"cpu": [
"arm"
],
@@ -591,9 +591,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm-musleabihf": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.52.4.tgz",
- "integrity": "sha512-FbhM2p9TJAmEIEhIgzR4soUcsW49e9veAQCziwbR+XWB2zqJ12b4i/+hel9yLiD8pLncDH4fKIPIbt5238341Q==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.59.0.tgz",
+ "integrity": "sha512-CikFT7aYPA2ufMD086cVORBYGHffBo4K8MQ4uPS/ZnY54GKj36i196u8U+aDVT2LX4eSMbyHtyOh7D7Zvk2VvA==",
"cpu": [
"arm"
],
@@ -605,9 +605,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm64-gnu": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.52.4.tgz",
- "integrity": "sha512-4n4gVwhPHR9q/g8lKCyz0yuaD0MvDf7dV4f9tHt0C73Mp8h38UCtSCSE6R9iBlTbXlmA8CjpsZoujhszefqueg==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.59.0.tgz",
+ "integrity": "sha512-jYgUGk5aLd1nUb1CtQ8E+t5JhLc9x5WdBKew9ZgAXg7DBk0ZHErLHdXM24rfX+bKrFe+Xp5YuJo54I5HFjGDAA==",
"cpu": [
"arm64"
],
@@ -619,9 +619,9 @@
]
},
"node_modules/@rollup/rollup-linux-arm64-musl": {
- "version": "4.52.4",
- "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.52.4.tgz",
- "integrity": "sha512-u0n17nGA0nvi/11gcZKsjkLj1QIpAuPFQbR48Subo7SmZJnGxDpspyw2kbpuoQnyK+9pwf3pAoEXerJs/8Mi9g==",
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.59.0.tgz",
+ "integrity": "sha512-peZRVEdnFWZ5Bh2KeumKG9ty7aCXzzEsHShOZEFiCQlDEepP1dpUl/SrUNXNg13UmZl+gzVDPsiCwnV1uI0RUA==",
"cpu": [
"arm64"
],
@@ -633,9 +633,23 @@
]
},
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+ "loong64"
+ ],
+ "dev": true,
+ "license": "MIT",
+ "optional": true,
+ "os": [
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+ ]
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+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-musl/-/rollup-linux-loong64-musl-4.59.0.tgz",
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+ "dev": true,
+ "license": "MIT",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.59.0.tgz",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.59.0.tgz",
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+ "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.59.0.tgz",
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"cpu": [
"x64"
],
@@ -730,10 +758,24 @@
"linux"
]
},
+ "node_modules/@rollup/rollup-openbsd-x64": {
+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-openbsd-x64/-/rollup-openbsd-x64-4.59.0.tgz",
+ "integrity": "sha512-M3bLRAVk6GOwFlPTIxVBSYKUaqfLrn8l0psKinkCFxl4lQvOSz8ZrKDz2gxcBwHFpci0B6rttydI4IpS4IS/jQ==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "license": "MIT",
+ "optional": true,
+ "os": [
+ "openbsd"
+ ]
+ },
"node_modules/@rollup/rollup-openharmony-arm64": {
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- "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.52.4.tgz",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.59.0.tgz",
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],
@@ -745,9 +787,9 @@
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.59.0.tgz",
+ "integrity": "sha512-V5B6mG7OrGTwnxaNUzZTDTjDS7F75PO1ae6MJYdiMu60sq0CqN5CVeVsbhPxalupvTX8gXVSU9gq+Rx1/hvu6A==",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.59.0.tgz",
+ "integrity": "sha512-UKFMHPuM9R0iBegwzKF4y0C4J9u8C6MEJgFuXTBerMk7EJ92GFVFYBfOZaSGLu6COf7FxpQNqhNS4c4icUPqxA==",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.59.0.tgz",
+ "integrity": "sha512-2HRCml6OztYXyJXAvdDXPKcawukWY2GpR5/nxKp4iBgiO3wcoEGkAaqctIbZcNB6KlUQBIqt8VYkNSj2397EfA==",
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+ "version": "4.59.0",
+ "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.59.0.tgz",
+ "integrity": "sha512-2oMpl67a3zCH9H79LeMcbDhXW/UmWG/y2zuqnF2jQq5uq9TbM9TVyXvA4+t+ne2IIkBdrLpAaRQAvo7YI/Yyeg==",
"dev": true,
"license": "MIT",
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- "@rollup/rollup-linux-x64-musl": "4.52.4",
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- "@rollup/rollup-win32-arm64-msvc": "4.52.4",
- "@rollup/rollup-win32-ia32-msvc": "4.52.4",
- "@rollup/rollup-win32-x64-gnu": "4.52.4",
- "@rollup/rollup-win32-x64-msvc": "4.52.4",
+ "@rollup/rollup-android-arm-eabi": "4.59.0",
+ "@rollup/rollup-android-arm64": "4.59.0",
+ "@rollup/rollup-darwin-arm64": "4.59.0",
+ "@rollup/rollup-darwin-x64": "4.59.0",
+ "@rollup/rollup-freebsd-arm64": "4.59.0",
+ "@rollup/rollup-freebsd-x64": "4.59.0",
+ "@rollup/rollup-linux-arm-gnueabihf": "4.59.0",
+ "@rollup/rollup-linux-arm-musleabihf": "4.59.0",
+ "@rollup/rollup-linux-arm64-gnu": "4.59.0",
+ "@rollup/rollup-linux-arm64-musl": "4.59.0",
+ "@rollup/rollup-linux-loong64-gnu": "4.59.0",
+ "@rollup/rollup-linux-loong64-musl": "4.59.0",
+ "@rollup/rollup-linux-ppc64-gnu": "4.59.0",
+ "@rollup/rollup-linux-ppc64-musl": "4.59.0",
+ "@rollup/rollup-linux-riscv64-gnu": "4.59.0",
+ "@rollup/rollup-linux-riscv64-musl": "4.59.0",
+ "@rollup/rollup-linux-s390x-gnu": "4.59.0",
+ "@rollup/rollup-linux-x64-gnu": "4.59.0",
+ "@rollup/rollup-linux-x64-musl": "4.59.0",
+ "@rollup/rollup-openbsd-x64": "4.59.0",
+ "@rollup/rollup-openharmony-arm64": "4.59.0",
+ "@rollup/rollup-win32-arm64-msvc": "4.59.0",
+ "@rollup/rollup-win32-ia32-msvc": "4.59.0",
+ "@rollup/rollup-win32-x64-gnu": "4.59.0",
+ "@rollup/rollup-win32-x64-msvc": "4.59.0",
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}
},
From 986e60a16544ca6670833dad570b6c9d176699ef Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 15:33:38 -0800
Subject: [PATCH 004/149] Bump ruff from 0.15.2 to 0.15.4 in /python (#4390)
Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.2 to 0.15.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.2...0.15.4)
---
updated-dependencies:
- dependency-name: ruff
dependency-version: 0.15.4
dependency-type: direct:development
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
python/uv.lock | 41 ++++++++++++++++++++++-------------------
1 file changed, 22 insertions(+), 19 deletions(-)
diff --git a/python/uv.lock b/python/uv.lock
index 9f2e97a91e..872b4ec2c8 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -2843,6 +2843,9 @@ name = "jsonpath-ng"
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source = { registry = "https://pypi.org/simple" }
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+wheels = [
+ { url = "https://files.pythonhosted.org/packages/03/99/33c7d78a3fb70d545fd5411ac67a651c81602cc09c9cf0df383733f068c5/jsonpath_ng-1.8.0-py3-none-any.whl", hash = "sha256:b8dde192f8af58d646fc031fac9c99fe4d00326afc4148f1f043c601a8cfe138", size = 67844, upload-time = "2026-02-28T00:53:19.637Z" },
+]
[[package]]
name = "jsonschema"
@@ -5720,27 +5723,27 @@ wheels = [
[[package]]
name = "ruff"
-version = "0.15.2"
+version = "0.15.4"
source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/da/31/d6e536cdebb6568ae75a7f00e4b4819ae0ad2640c3604c305a0428680b0c/ruff-0.15.4.tar.gz", hash = "sha256:3412195319e42d634470cc97aa9803d07e9d5c9223b99bcb1518f0c725f26ae1", size = 4569550, upload-time = "2026-02-26T20:04:14.959Z" }
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[[package]]
From 3c66820307b2ec0eb25d83fef3dade6f5e3f482f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:34:13 +0000
Subject: [PATCH 005/149] Bump prek from 0.3.3 to 0.3.4 in /python (#4391)
Bumps [prek](https://github.com/j178/prek) from 0.3.3 to 0.3.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.3...v0.3.4)
---
updated-dependencies:
- dependency-name: prek
dependency-version: 0.3.4
dependency-type: direct:development
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
python/uv.lock | 36 ++++++++++++++++++------------------
1 file changed, 18 insertions(+), 18 deletions(-)
diff --git a/python/uv.lock b/python/uv.lock
index 872b4ec2c8..7b92da4644 100644
--- a/python/uv.lock
+++ b/python/uv.lock
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From aa0148a9becea51443e8d50775b8e37502cfab24 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:35:08 +0000
Subject: [PATCH 006/149] Bump poethepoet from 0.42.0 to 0.42.1 in /python
(#4392)
Bumps [poethepoet](https://github.com/nat-n/poethepoet) from 0.42.0 to 0.42.1.
- [Release notes](https://github.com/nat-n/poethepoet/releases)
- [Commits](https://github.com/nat-n/poethepoet/compare/v0.42.0...v0.42.1)
---
updated-dependencies:
- dependency-name: poethepoet
dependency-version: 0.42.1
dependency-type: direct:development
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
python/uv.lock | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/python/uv.lock b/python/uv.lock
index 7b92da4644..29bbe3af99 100644
--- a/python/uv.lock
+++ b/python/uv.lock
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From 6de5e57b20dcb930f92095f197cac796aa3a9987 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:35:26 +0000
Subject: [PATCH 007/149] Bump uv from 0.10.5 to 0.10.7 in /python (#4393)
Bumps [uv](https://github.com/astral-sh/uv) from 0.10.5 to 0.10.7.
- [Release notes](https://github.com/astral-sh/uv/releases)
- [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/uv/compare/0.10.5...0.10.7)
---
updated-dependencies:
- dependency-name: uv
dependency-version: 0.10.7
dependency-type: direct:development
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot]
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
python/uv.lock | 38 +++++++++++++++++++-------------------
1 file changed, 19 insertions(+), 19 deletions(-)
diff --git a/python/uv.lock b/python/uv.lock
index 29bbe3af99..fddcab4657 100644
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[[package]]
From d7abfcd44420cbd9eb5dc5df301bcf288ec04d24 Mon Sep 17 00:00:00 2001
From: Tao Chen
Date: Mon, 2 Mar 2026 15:36:18 -0800
Subject: [PATCH 008/149] Move sample validation script from samples/ to
scripts/ (#4400)
---
.../workflows/python-sample-validation.yml | 40 +++++-----
.../sample_validation}/README.md | 18 ++---
.../sample_validation}/__init__.py | 8 +-
.../sample_validation}/__main__.py | 32 ++++----
.../sample_validation}/const.py | 0
.../create_dynamic_workflow_executor.py | 77 +++++++++++++------
.../sample_validation}/discovery.py | 8 +-
.../sample_validation}/models.py | 0
.../sample_validation}/report.py | 17 +++-
...un_dynamic_validation_workflow_executor.py | 25 ++++--
.../sample_validation}/workflow.py | 13 +++-
11 files changed, 152 insertions(+), 86 deletions(-)
rename python/{samples/_sample_validation => scripts/sample_validation}/README.md (94%)
rename python/{samples/_sample_validation => scripts/sample_validation}/__init__.py (63%)
rename python/{samples/_sample_validation => scripts/sample_validation}/__main__.py (75%)
rename python/{samples/_sample_validation => scripts/sample_validation}/const.py (100%)
rename python/{samples/_sample_validation => scripts/sample_validation}/create_dynamic_workflow_executor.py (82%)
rename python/{samples/_sample_validation => scripts/sample_validation}/discovery.py (94%)
rename python/{samples/_sample_validation => scripts/sample_validation}/models.py (100%)
rename python/{samples/_sample_validation => scripts/sample_validation}/report.py (88%)
rename python/{samples/_sample_validation => scripts/sample_validation}/run_dynamic_validation_workflow_executor.py (77%)
rename python/{samples/_sample_validation => scripts/sample_validation}/workflow.py (72%)
diff --git a/.github/workflows/python-sample-validation.yml b/.github/workflows/python-sample-validation.yml
index 2a5a0b6596..5f36af65cc 100644
--- a/.github/workflows/python-sample-validation.yml
+++ b/.github/workflows/python-sample-validation.yml
@@ -43,14 +43,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir 01-get-started --save-report --report-name 01-get-started
+ cd scripts && uv run python -m sample_validation --subdir 01-get-started --save-report --report-name 01-get-started
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-01-get-started
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-02-agents:
name: Validate 02-agents
@@ -66,8 +66,8 @@ jobs:
AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
# OpenAI configuration
OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
- OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_NAME }}
- OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI_REASONING_MODEL_NAME }}
+ OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI__CHATMODELID }}
+ OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI__RESPONSESMODELID }}
# Observability
ENABLE_INSTRUMENTATION: "true"
defaults:
@@ -86,14 +86,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir 02-agents --save-report --report-name 02-agents
+ cd scripts && uv run python -m sample_validation --subdir 02-agents --save-report --report-name 02-agents
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-02-agents
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-03-workflows:
name: Validate 03-workflows
@@ -123,14 +123,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir 03-workflows --save-report --report-name 03-workflows
+ cd scripts && uv run python -m sample_validation --subdir 03-workflows --save-report --report-name 03-workflows
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-03-workflows
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-04-hosting:
name: Validate 04-hosting
@@ -162,14 +162,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir 04-hosting --save-report --report-name 04-hosting
+ cd scripts && uv run python -m sample_validation --subdir 04-hosting --save-report --report-name 04-hosting
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-04-hosting
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-05-end-to-end:
name: Validate 05-end-to-end
@@ -206,14 +206,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir 05-end-to-end --save-report --report-name 05-end-to-end
+ cd scripts && uv run python -m sample_validation --subdir 05-end-to-end --save-report --report-name 05-end-to-end
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-05-end-to-end
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-autogen-migration:
name: Validate autogen-migration
@@ -228,8 +228,8 @@ jobs:
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
# OpenAI configuration
OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
- OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_NAME }}
- OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI_REASONING_MODEL_NAME }}
+ OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI__CHATMODELID }}
+ OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI__RESPONSESMODELID }}
defaults:
run:
working-directory: python
@@ -246,14 +246,14 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir autogen-migration --save-report --report-name autogen-migration
+ cd scripts && uv run python -m sample_validation --subdir autogen-migration --save-report --report-name autogen-migration
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-autogen-migration
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
validate-semantic-kernel-migration:
name: Validate semantic-kernel-migration
@@ -269,8 +269,8 @@ jobs:
AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
# OpenAI configuration
OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
- OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_ID }}
- OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI_RESPONSES_MODEL_ID }}
+ OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI__CHATMODELID }}
+ OPENAI_RESPONSES_MODEL_ID: ${{ vars.OPENAI__RESPONSESMODELID }}
# Copilot Studio
COPILOTSTUDIOAGENT__ENVIRONMENTID: ${{ secrets.COPILOTSTUDIOAGENT__ENVIRONMENTID }}
COPILOTSTUDIOAGENT__SCHEMANAME: ${{ secrets.COPILOTSTUDIOAGENT__SCHEMANAME }}
@@ -292,11 +292,11 @@ jobs:
- name: Run sample validation
run: |
- cd samples && uv run python -m _sample_validation --subdir semantic-kernel-migration --save-report --report-name semantic-kernel-migration
+ cd scripts && uv run python -m sample_validation --subdir semantic-kernel-migration --save-report --report-name semantic-kernel-migration
- name: Upload validation report
uses: actions/upload-artifact@v4
if: always()
with:
name: validation-report-semantic-kernel-migration
- path: python/samples/_sample_validation/reports/
+ path: python/scripts/sample_validation/reports/
diff --git a/python/samples/_sample_validation/README.md b/python/scripts/sample_validation/README.md
similarity index 94%
rename from python/samples/_sample_validation/README.md
rename to python/scripts/sample_validation/README.md
index 4ed84b4c41..064d9752da 100644
--- a/python/samples/_sample_validation/README.md
+++ b/python/scripts/sample_validation/README.md
@@ -49,8 +49,8 @@ An AI-powered workflow system for validating Python samples by discovering them,
## File Structure
```
-samples/
-├── _sample_validation/
+scripts/
+├── sample_validation/
│ ├── __init__.py # Package exports
│ ├── README.md # This file
│ ├── models.py # Data classes
@@ -97,19 +97,19 @@ No required environment variables. Optional:
```bash
# Validate all samples
-uv run python -m _sample_validation
+uv run python -m sample_validation
# Validate specific subdirectory
-uv run python -m _sample_validation --subdir 03-workflows
+uv run python -m sample_validation --subdir 03-workflows
# Save reports to files
-uv run python -m _sample_validation --save-report --output-dir ./reports
+uv run python -m sample_validation --save-report --output-dir ./reports
```
### Configuration Options
```bash
-uv run python -m _sample_validation [OPTIONS]
+uv run python -m sample_validation [OPTIONS]
Options:
--subdir TEXT Subdirectory to validate (relative to samples/)
@@ -122,13 +122,13 @@ Options:
```bash
# Quick validation of a small directory
-uv run python -m _sample_validation --subdir 03-workflows/_start-here
+uv run python -m sample_validation --subdir 03-workflows/_start-here
# Limit parallel workers for large sample sets
-uv run python -m _sample_validation --subdir 02-agents --max-parallel-workers 8
+uv run python -m sample_validation --subdir 02-agents --max-parallel-workers 8
# Save report artifacts
-uv run python -m _sample_validation --save-report
+uv run python -m sample_validation --save-report
```
## How It Works
diff --git a/python/samples/_sample_validation/__init__.py b/python/scripts/sample_validation/__init__.py
similarity index 63%
rename from python/samples/_sample_validation/__init__.py
rename to python/scripts/sample_validation/__init__.py
index afa0f47291..450edafb9d 100644
--- a/python/samples/_sample_validation/__init__.py
+++ b/python/scripts/sample_validation/__init__.py
@@ -10,12 +10,12 @@ A workflow-based system for validating Python samples by:
4. Generating a validation report
Usage:
- uv run python -m _sample_validation
- uv run python -m _sample_validation --subdir 01-get-started
+ uv run python -m sample_validation
+ uv run python -m sample_validation --subdir 01-get-started
"""
-from _sample_validation.models import Report, RunResult, SampleInfo
-from _sample_validation.workflow import create_validation_workflow
+from sample_validation.models import Report, RunResult, SampleInfo
+from sample_validation.workflow import create_validation_workflow
__all__ = [
"SampleInfo",
diff --git a/python/samples/_sample_validation/__main__.py b/python/scripts/sample_validation/__main__.py
similarity index 75%
rename from python/samples/_sample_validation/__main__.py
rename to python/scripts/sample_validation/__main__.py
index 55d7df4b91..5d222b94b9 100644
--- a/python/samples/_sample_validation/__main__.py
+++ b/python/scripts/sample_validation/__main__.py
@@ -10,9 +10,9 @@ Validates all Python samples in the samples directory using a workflow that:
4. Generates a validation report
Usage:
- uv run python -m _sample_validation
- uv run python -m _sample_validation --subdir 03-workflows
- uv run python -m _sample_validation --output-dir ./reports
+ uv run python -m sample_validation
+ uv run python -m sample_validation --subdir 03-workflows
+ uv run python -m sample_validation --output-dir ./reports
"""
import argparse
@@ -25,9 +25,9 @@ from pathlib import Path
# Add the samples directory to the path for imports
sys.path.insert(0, str(Path(__file__).parent.parent))
-from _sample_validation.models import Report
-from _sample_validation.report import save_report
-from _sample_validation.workflow import ValidationConfig, create_validation_workflow
+from sample_validation.models import Report
+from sample_validation.report import save_report
+from sample_validation.workflow import ValidationConfig, create_validation_workflow
def parse_arguments() -> argparse.Namespace:
@@ -37,9 +37,9 @@ def parse_arguments() -> argparse.Namespace:
formatter_class=argparse.RawDescriptionHelpFormatter,
epilog="""
Examples:
- uv run python -m _sample_validation # Validate all samples
- uv run python -m _sample_validation --subdir 03-workflows # Validate only workflows
- uv run python -m _sample_validation --output-dir ./reports # Save reports to custom dir
+ uv run python -m sample_validation # Validate all samples
+ uv run python -m sample_validation --subdir 03-workflows # Validate only workflows
+ uv run python -m sample_validation --output-dir ./reports # Save reports to custom dir
""",
)
@@ -52,8 +52,8 @@ Examples:
parser.add_argument(
"--output-dir",
type=str,
- default="./_sample_validation/reports",
- help="Directory to save validation reports (default: ./_sample_validation/reports)",
+ default="./sample_validation/reports",
+ help="Directory to save validation reports (default: ./sample_validation/reports)",
)
parser.add_argument(
@@ -83,8 +83,10 @@ async def main() -> int:
args = parse_arguments()
# Determine paths
- samples_dir = Path(__file__).parent.parent
- python_root = samples_dir.parent
+ # Script is at python/scripts/sample_validation/__main__.py
+ # python_root is python/, samples_dir is python/samples/
+ python_root = Path(__file__).parent.parent.parent
+ samples_dir = python_root / "samples"
print("=" * 80)
print("SAMPLE VALIDATION WORKFLOW")
@@ -93,7 +95,9 @@ async def main() -> int:
print(f"Python root: {python_root}")
if os.environ.get("GITHUB_COPILOT_MODEL"):
- print(f"Using GitHub Copilot model override: {os.environ['GITHUB_COPILOT_MODEL']}")
+ print(
+ f"Using GitHub Copilot model override: {os.environ['GITHUB_COPILOT_MODEL']}"
+ )
# Create validation config
config = ValidationConfig(
diff --git a/python/samples/_sample_validation/const.py b/python/scripts/sample_validation/const.py
similarity index 100%
rename from python/samples/_sample_validation/const.py
rename to python/scripts/sample_validation/const.py
diff --git a/python/samples/_sample_validation/create_dynamic_workflow_executor.py b/python/scripts/sample_validation/create_dynamic_workflow_executor.py
similarity index 82%
rename from python/samples/_sample_validation/create_dynamic_workflow_executor.py
rename to python/scripts/sample_validation/create_dynamic_workflow_executor.py
index bff720130d..69c5cc9a5e 100644
--- a/python/samples/_sample_validation/create_dynamic_workflow_executor.py
+++ b/python/scripts/sample_validation/create_dynamic_workflow_executor.py
@@ -4,16 +4,6 @@ import logging
from collections import deque
from dataclasses import dataclass
-from _sample_validation.const import WORKER_COMPLETED
-from _sample_validation.discovery import DiscoveryResult
-from _sample_validation.models import (
- ExecutionResult,
- RunResult,
- RunStatus,
- SampleInfo,
- ValidationConfig,
- WorkflowCreationResult,
-)
from agent_framework import (
Executor,
Message,
@@ -28,6 +18,17 @@ from copilot.types import PermissionRequest, PermissionRequestResult
from pydantic import BaseModel
from typing_extensions import Never
+from sample_validation.const import WORKER_COMPLETED
+from sample_validation.discovery import DiscoveryResult
+from sample_validation.models import (
+ ExecutionResult,
+ RunResult,
+ RunStatus,
+ SampleInfo,
+ ValidationConfig,
+ WorkflowCreationResult,
+)
+
logger = logging.getLogger(__name__)
@@ -89,10 +90,14 @@ def status_from_text(value: str) -> RunStatus:
return RunStatus.ERROR
-def prompt_permission(request: PermissionRequest, context: dict[str, str]) -> PermissionRequestResult:
+def prompt_permission(
+ request: PermissionRequest, context: dict[str, str]
+) -> PermissionRequestResult:
"""Permission handler that always approves."""
kind = request.get("kind", "unknown")
- logger.debug(f"[Permission Request: {kind}] ({context})Automatically approved for sample validation.")
+ logger.debug(
+ f"[Permission Request: {kind}] ({context})Automatically approved for sample validation."
+ )
return PermissionRequestResult(kind="approved")
@@ -108,12 +113,19 @@ class CustomAgentExecutor(Executor):
self.agent = agent
@handler
- async def handle_task(self, sample: SampleInfo, ctx: WorkflowContext[WorkerFreed | RunResult]) -> None:
+ async def handle_task(
+ self, sample: SampleInfo, ctx: WorkflowContext[WorkerFreed | RunResult]
+ ) -> None:
"""Execute one sample task and notify collector + coordinator."""
try:
- response = await self.agent.run([
- Message(role="user", text=f"Validate the following sample:\n\n{sample.relative_path}")
- ])
+ response = await self.agent.run(
+ [
+ Message(
+ role="user",
+ text=f"Validate the following sample:\n\n{sample.relative_path}",
+ )
+ ]
+ )
result_payload = parse_agent_json(response.text)
result = RunResult(
sample=sample,
@@ -146,7 +158,9 @@ class BatchCoordinatorExecutor(Executor):
self._pending: deque[SampleInfo] = deque()
self._inflight: set[str] = set()
- async def _assign_next(self, worker_id: str, ctx: WorkflowContext[SampleInfo | BatchCompletion]) -> None:
+ async def _assign_next(
+ self, worker_id: str, ctx: WorkflowContext[SampleInfo | BatchCompletion]
+ ) -> None:
if not self._pending:
# No more samples to assign
if not self._inflight:
@@ -161,7 +175,11 @@ class BatchCoordinatorExecutor(Executor):
await ctx.send_message(sample, target_id=worker_id)
@handler
- async def on_start(self, start: CoordinatorStart, ctx: WorkflowContext[SampleInfo | BatchCompletion]) -> None:
+ async def on_start(
+ self,
+ start: CoordinatorStart,
+ ctx: WorkflowContext[SampleInfo | BatchCompletion],
+ ) -> None:
"""Initialize queue and dispatch first wave of tasks."""
self._pending = deque(start.samples)
self._inflight.clear()
@@ -170,7 +188,9 @@ class BatchCoordinatorExecutor(Executor):
await self._assign_next(worker_id, ctx)
@handler
- async def on_worker_freed(self, freed: WorkerFreed, ctx: WorkflowContext[SampleInfo | BatchCompletion]) -> None:
+ async def on_worker_freed(
+ self, freed: WorkerFreed, ctx: WorkflowContext[SampleInfo | BatchCompletion]
+ ) -> None:
"""Dispatch next queued sample when a worker finishes."""
self._inflight.discard(freed.worker_id)
await self._assign_next(freed.worker_id, ctx)
@@ -184,7 +204,11 @@ class CollectorExecutor(Executor):
self._results: list[RunResult] = []
@handler
- async def on_all(self, batch_completion: BatchCompletion, ctx: WorkflowContext[Never, ExecutionResult]) -> None:
+ async def on_all(
+ self,
+ batch_completion: BatchCompletion,
+ ctx: WorkflowContext[Never, ExecutionResult],
+ ) -> None:
"""Receive all results at once and emit final output."""
await ctx.yield_output(ExecutionResult(results=self._results))
@@ -212,7 +236,9 @@ class CreateConcurrentValidationWorkflowExecutor(Executor):
print(f"\nCreating nested batched workflow for {sample_count} samples...")
if sample_count == 0:
- await ctx.send_message(WorkflowCreationResult(samples=[], workflow=None, agents=[]))
+ await ctx.send_message(
+ WorkflowCreationResult(samples=[], workflow=None, agents=[])
+ )
return
agents: list[GitHubCopilotAgent] = []
@@ -224,7 +250,10 @@ class CreateConcurrentValidationWorkflowExecutor(Executor):
id=agent_id,
name=agent_id,
instructions=AgentInstruction,
- default_options={"on_permission_request": prompt_permission, "timeout": 180}, # type: ignore
+ default_options={
+ "on_permission_request": prompt_permission,
+ "timeout": 180,
+ }, # type: ignore
)
agents.append(agent)
@@ -236,7 +265,9 @@ class CreateConcurrentValidationWorkflowExecutor(Executor):
)
collector = CollectorExecutor()
- nested_builder = WorkflowBuilder(start_executor=coordinator, output_executors=[collector])
+ nested_builder = WorkflowBuilder(
+ start_executor=coordinator, output_executors=[collector]
+ )
nested_builder.add_edge(coordinator, collector)
for worker in workers:
nested_builder.add_edge(coordinator, worker)
diff --git a/python/samples/_sample_validation/discovery.py b/python/scripts/sample_validation/discovery.py
similarity index 94%
rename from python/samples/_sample_validation/discovery.py
rename to python/scripts/sample_validation/discovery.py
index c71db32425..78eb1c9bfa 100644
--- a/python/samples/_sample_validation/discovery.py
+++ b/python/scripts/sample_validation/discovery.py
@@ -6,9 +6,10 @@ import ast
import os
from pathlib import Path
-from _sample_validation.models import DiscoveryResult, SampleInfo, ValidationConfig
from agent_framework import Executor, WorkflowContext, handler
+from sample_validation.models import DiscoveryResult, SampleInfo, ValidationConfig
+
def _is_main_entrypoint_guard(test: ast.expr) -> bool:
"""Check whether an expression is ``__name__ == '__main__'``."""
@@ -45,7 +46,10 @@ def _has_main_entrypoint_guard(path: Path) -> bool:
except Exception:
return False
- return any(isinstance(node, ast.If) and _is_main_entrypoint_guard(node.test) for node in tree.body)
+ return any(
+ isinstance(node, ast.If) and _is_main_entrypoint_guard(node.test)
+ for node in tree.body
+ )
def discover_samples(samples_dir: Path, subdir: str | None = None) -> list[SampleInfo]:
diff --git a/python/samples/_sample_validation/models.py b/python/scripts/sample_validation/models.py
similarity index 100%
rename from python/samples/_sample_validation/models.py
rename to python/scripts/sample_validation/models.py
diff --git a/python/samples/_sample_validation/report.py b/python/scripts/sample_validation/report.py
similarity index 88%
rename from python/samples/_sample_validation/report.py
rename to python/scripts/sample_validation/report.py
index 9d02d342d4..db8eddeed1 100644
--- a/python/samples/_sample_validation/report.py
+++ b/python/scripts/sample_validation/report.py
@@ -6,10 +6,11 @@ import json
from datetime import datetime
from pathlib import Path
-from _sample_validation.models import ExecutionResult, Report, RunResult, RunStatus
from agent_framework import Executor, WorkflowContext, handler
from typing_extensions import Never
+from sample_validation.models import ExecutionResult, Report, RunResult, RunStatus
+
def generate_report(results: list[RunResult]) -> Report:
"""
@@ -41,7 +42,9 @@ def generate_report(results: list[RunResult]) -> Report:
)
-def save_report(report: Report, output_dir: Path, name: str | None = None) -> tuple[Path, Path]:
+def save_report(
+ report: Report, output_dir: Path, name: str | None = None
+) -> tuple[Path, Path]:
"""
Save the report to markdown and JSON files.
@@ -81,7 +84,11 @@ def print_summary(report: Report) -> None:
print("SAMPLE VALIDATION SUMMARY")
print("=" * 80)
- if report.failure_count == 0 and report.timeout_count == 0 and report.error_count == 0:
+ if (
+ report.failure_count == 0
+ and report.timeout_count == 0
+ and report.error_count == 0
+ ):
print("[PASS] ALL SAMPLES PASSED!")
else:
print("[FAIL] SOME SAMPLES FAILED")
@@ -107,7 +114,9 @@ class GenerateReportExecutor(Executor):
super().__init__(id="generate_report")
@handler
- async def generate(self, execution: ExecutionResult, ctx: WorkflowContext[Never, Report]) -> None:
+ async def generate(
+ self, execution: ExecutionResult, ctx: WorkflowContext[Never, Report]
+ ) -> None:
"""Generate the validation report from fan-in results."""
print("\nGenerating report...")
diff --git a/python/samples/_sample_validation/run_dynamic_validation_workflow_executor.py b/python/scripts/sample_validation/run_dynamic_validation_workflow_executor.py
similarity index 77%
rename from python/samples/_sample_validation/run_dynamic_validation_workflow_executor.py
rename to python/scripts/sample_validation/run_dynamic_validation_workflow_executor.py
index c5e7c8616b..6f28dc9244 100644
--- a/python/samples/_sample_validation/run_dynamic_validation_workflow_executor.py
+++ b/python/scripts/sample_validation/run_dynamic_validation_workflow_executor.py
@@ -2,12 +2,19 @@
from collections.abc import Sequence
-from _sample_validation.const import WORKER_COMPLETED
-from _sample_validation.create_dynamic_workflow_executor import CoordinatorStart
-from _sample_validation.models import ExecutionResult, RunResult, RunStatus, SampleInfo, WorkflowCreationResult
from agent_framework import Executor, WorkflowContext, handler
from agent_framework.github import GitHubCopilotAgent
+from sample_validation.const import WORKER_COMPLETED
+from sample_validation.create_dynamic_workflow_executor import CoordinatorStart
+from sample_validation.models import (
+ ExecutionResult,
+ RunResult,
+ RunStatus,
+ SampleInfo,
+ WorkflowCreationResult,
+)
+
async def stop_agents(agents: Sequence[GitHubCopilotAgent]) -> None:
"""Stop all GitHub Copilot agents used by the nested workflow."""
@@ -25,7 +32,9 @@ class RunDynamicValidationWorkflowExecutor(Executor):
super().__init__(id="run_dynamic_workflow")
@handler
- async def run(self, creation: WorkflowCreationResult, ctx: WorkflowContext[ExecutionResult]) -> None:
+ async def run(
+ self, creation: WorkflowCreationResult, ctx: WorkflowContext[ExecutionResult]
+ ) -> None:
"""Run the nested workflow and emit execution results."""
if creation.workflow is None:
await ctx.send_message(ExecutionResult(results=[]))
@@ -37,10 +46,14 @@ class RunDynamicValidationWorkflowExecutor(Executor):
try:
remaining_sample_counts = len(creation.samples)
result: ExecutionResult | None = None
- async for event in creation.workflow.run(CoordinatorStart(samples=creation.samples), stream=True):
+ async for event in creation.workflow.run(
+ CoordinatorStart(samples=creation.samples), stream=True
+ ):
if event.type == "output" and isinstance(event.data, ExecutionResult):
result = event.data # type: ignore
- elif event.type == WORKER_COMPLETED and isinstance(event.data, SampleInfo): # type: ignore
+ elif event.type == WORKER_COMPLETED and isinstance(
+ event.data, SampleInfo
+ ): # type: ignore
remaining_sample_counts -= 1
print(
f"Completed validation for sample: {event.data.relative_path:<80} | "
diff --git a/python/samples/_sample_validation/workflow.py b/python/scripts/sample_validation/workflow.py
similarity index 72%
rename from python/samples/_sample_validation/workflow.py
rename to python/scripts/sample_validation/workflow.py
index 51cbd3d410..10187c069b 100644
--- a/python/samples/_sample_validation/workflow.py
+++ b/python/scripts/sample_validation/workflow.py
@@ -6,12 +6,17 @@ Sample Validation Workflow using Microsoft Agent Framework.
Workflow composition for sample validation.
"""
-from _sample_validation.create_dynamic_workflow_executor import CreateConcurrentValidationWorkflowExecutor
-from _sample_validation.discovery import DiscoverSamplesExecutor, ValidationConfig
-from _sample_validation.report import GenerateReportExecutor
-from _sample_validation.run_dynamic_validation_workflow_executor import RunDynamicValidationWorkflowExecutor
from agent_framework import Workflow, WorkflowBuilder
+from sample_validation.create_dynamic_workflow_executor import (
+ CreateConcurrentValidationWorkflowExecutor,
+)
+from sample_validation.discovery import DiscoverSamplesExecutor, ValidationConfig
+from sample_validation.report import GenerateReportExecutor
+from sample_validation.run_dynamic_validation_workflow_executor import (
+ RunDynamicValidationWorkflowExecutor,
+)
+
def create_validation_workflow(
config: ValidationConfig,
From ef8e18fb85ef06f3c8cd0c95e77f57373acdd672 Mon Sep 17 00:00:00 2001
From: "L. Elaine Dazzio"
Date: Mon, 2 Mar 2026 22:06:08 -0500
Subject: [PATCH 009/149] Python: fix(python): Use AgentResponse.value instead
of model_validate_json in HITL sample (#4405)
* fix(python): use AgentResponse.value instead of model_validate_json in HITL sample
Since the agent is configured with response_format=GuessOutput, the
AgentResponse already provides .value with the parsed Pydantic model.
Using .value is more idiomatic and avoids redundant JSON parsing.
Fixes #4396
* fix: add safety guard for AgentResponse.value being None
Address Copilot review feedback: .value is optional and may be None
if response_format isn't propagated through the streaming path.
Add an explicit None check with a clear error message.
---
.../guessing_game_with_human_input.py | 15 +++++++++++----
1 file changed, 11 insertions(+), 4 deletions(-)
diff --git a/python/samples/03-workflows/human-in-the-loop/guessing_game_with_human_input.py b/python/samples/03-workflows/human-in-the-loop/guessing_game_with_human_input.py
index 06e9a738f5..f764de6cb7 100644
--- a/python/samples/03-workflows/human-in-the-loop/guessing_game_with_human_input.py
+++ b/python/samples/03-workflows/human-in-the-loop/guessing_game_with_human_input.py
@@ -102,12 +102,19 @@ class TurnManager(Executor):
"""Handle the agent's guess and request human guidance.
Steps:
- 1) Parse the agent's JSON into GuessOutput for robustness.
+ 1) Use .value to access the parsed structured output directly.
2) Request info with a HumanFeedbackRequest as the payload.
"""
- # Parse structured model output
- text = result.agent_response.text
- last_guess = GuessOutput.model_validate_json(text).guess
+ # Access the parsed structured model output via .value.
+ # Since the agent is configured with response_format=GuessOutput,
+ # .value returns the parsed GuessOutput instance directly.
+ agent_value = result.agent_response.value
+ if agent_value is None:
+ raise RuntimeError(
+ "AgentResponse.value is None. Ensure that the agent is invoked with "
+ "options={'response_format': GuessOutput} so structured output is available."
+ )
+ last_guess = agent_value.guess
# Craft a precise human prompt that defines higher and lower relative to the agent's guess.
prompt = (
From 869e51fdce5c27b0f617f3bc909ac8d3eebd3a29 Mon Sep 17 00:00:00 2001
From: "L. Elaine Dazzio"
Date: Mon, 2 Mar 2026 23:07:00 -0500
Subject: [PATCH 010/149] Python: fix(python): Handle thread.message.completed
event in Assistants API streaming (#4333)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
* fix: handle thread.message.completed event in Assistants API streaming
Previously, `thread.message.completed` events fell through to the
catch-all `else` branch and yielded empty `ChatResponseUpdate` objects,
silently discarding fully-resolved annotation data (file citations,
file paths, and their character-offset regions).
This commit adds a dedicated handler for `thread.message.completed`
that:
- Walks the completed ThreadMessage.content array
- Extracts text blocks with their fully-resolved annotations
- Maps FileCitationAnnotation and FilePathAnnotation to the
framework's Annotation type with proper TextSpanRegion data
- Yields a ChatResponseUpdate containing the complete text and
annotations
Fixes #4322
* test: add tests for thread.message.completed annotation handling
Tests cover:
- File citation annotation extraction
- File path annotation extraction
- Multiple annotations on a single text block
- Text-only messages (no annotations)
- Non-text blocks are skipped
- Mixed content blocks (text + image)
- Conversation ID propagation
* fix: address Copilot review - add quote field and log unrecognized annotations
- Include `quote` from `annotation.file_citation.quote` in
`additional_properties` for FileCitationAnnotation, preserving the
exact cited text snippet from the source file
- Add `else` clause to log unrecognized annotation types at debug level,
consistent with the pattern in `_responses_client.py`
- Add `import logging` and module-level logger
* test: add coverage for quote field and unrecognized annotation logging
- test_message_completed_with_file_citation_quote: verifies quote is
included in additional_properties
- test_message_completed_with_file_citation_no_quote: verifies quote
is omitted when None
- test_message_completed_unrecognized_annotation_logged: verifies
unknown annotation types are logged at debug level and skipped
* fix: address reviewer nits — logger name convention + annotation type string
Per @giles17's review:
- Use logging.getLogger('agent_framework.openai') to match module convention
- Simplify debug message to use annotation.type instead of type().__name__
* refactor: move message.completed tests into consolidated test file
Per @giles17's review: moved all tests from test_assistants_message_completed.py
into test_openai_assistants_client.py and deleted the standalone file.
* fix: resolve mypy no-redef and ruff RET504 lint errors
- Remove duplicate type annotation for 'ann' variable (no-redef)
- Return directly from fixture instead of unnecessary assignment (RET504)
* fix: rename annotation variable in completed block to fix mypy type conflict
The 'annotation' loop variable in thread.message.completed has type
FileCitationAnnotation | FilePathAnnotation, which conflicts with the
delta block's 'annotation' of type FileCitationDeltaAnnotation |
FilePathDeltaAnnotation. Renamed to 'completed_annotation' to avoid
mypy 'Incompatible types in assignment' error.
* fix: remove quote field from FileCitationAnnotation handling
---------
Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
---
.../openai/_assistants_client.py | 71 +++++
.../openai/test_openai_assistants_client.py | 280 +++++++++++++++++-
2 files changed, 344 insertions(+), 7 deletions(-)
diff --git a/python/packages/core/agent_framework/openai/_assistants_client.py b/python/packages/core/agent_framework/openai/_assistants_client.py
index dc05411a52..1c8aafc94e 100644
--- a/python/packages/core/agent_framework/openai/_assistants_client.py
+++ b/python/packages/core/agent_framework/openai/_assistants_client.py
@@ -3,6 +3,7 @@
from __future__ import annotations
import json
+import logging
import sys
from collections.abc import (
AsyncIterable,
@@ -16,7 +17,9 @@ from typing import TYPE_CHECKING, Any, Generic, Literal, TypedDict, cast
from openai import AsyncOpenAI
from openai.types.beta.threads import (
+ FileCitationAnnotation,
FileCitationDeltaAnnotation,
+ FilePathAnnotation,
FilePathDeltaAnnotation,
ImageURLContentBlockParam,
ImageURLParam,
@@ -26,6 +29,9 @@ from openai.types.beta.threads import (
TextContentBlockParam,
TextDeltaBlock,
)
+from openai.types.beta.threads import (
+ Message as ThreadMessage,
+)
from openai.types.beta.threads.run_create_params import AdditionalMessage
from openai.types.beta.threads.run_submit_tool_outputs_params import ToolOutput
from openai.types.beta.threads.runs import RunStep
@@ -72,6 +78,8 @@ else:
if TYPE_CHECKING:
from .._middleware import MiddlewareTypes
+logger = logging.getLogger("agent_framework.openai")
+
# region OpenAI Assistants Options TypedDict
@@ -610,6 +618,69 @@ class OpenAIAssistantsClient( # type: ignore[misc]
raw_representation=response.data,
response_id=response_id,
)
+ elif response.event == "thread.message.completed" and isinstance(response.data, ThreadMessage):
+ # Process completed message to extract fully resolved annotations.
+ # Delta events may carry partial/empty annotation data; the completed
+ # message contains the final text with all citation details populated.
+ completed_contents: list[Content] = []
+ for block in response.data.content:
+ if block.type != "text":
+ continue
+ text_content = Content.from_text(block.text.value)
+ if block.text.annotations:
+ text_content.annotations = []
+ for completed_annotation in block.text.annotations:
+ if isinstance(completed_annotation, FileCitationAnnotation):
+ props: dict[str, Any] = {
+ "text": completed_annotation.text,
+ }
+ ann = Annotation(
+ type="citation",
+ additional_properties=props,
+ raw_representation=completed_annotation,
+ )
+ if completed_annotation.file_citation and completed_annotation.file_citation.file_id:
+ ann["file_id"] = completed_annotation.file_citation.file_id
+ if completed_annotation.start_index is not None and completed_annotation.end_index is not None:
+ ann["annotated_regions"] = [
+ TextSpanRegion(
+ type="text_span",
+ start_index=completed_annotation.start_index,
+ end_index=completed_annotation.end_index,
+ )
+ ]
+ text_content.annotations.append(ann)
+ elif isinstance(completed_annotation, FilePathAnnotation):
+ ann = Annotation(
+ type="citation",
+ additional_properties={
+ "text": completed_annotation.text,
+ },
+ raw_representation=completed_annotation,
+ )
+ if completed_annotation.file_path and completed_annotation.file_path.file_id:
+ ann["file_id"] = completed_annotation.file_path.file_id
+ if completed_annotation.start_index is not None and completed_annotation.end_index is not None:
+ ann["annotated_regions"] = [
+ TextSpanRegion(
+ type="text_span",
+ start_index=completed_annotation.start_index,
+ end_index=completed_annotation.end_index,
+ )
+ ]
+ text_content.annotations.append(ann)
+ else:
+ logger.debug("Unparsed annotation type: %s", completed_annotation.type)
+ completed_contents.append(text_content)
+ if completed_contents:
+ yield ChatResponseUpdate(
+ role="assistant",
+ contents=completed_contents,
+ conversation_id=thread_id,
+ message_id=response_id,
+ raw_representation=response.data,
+ response_id=response_id,
+ )
elif response.event == "thread.run.requires_action" and isinstance(response.data, Run):
contents = self._parse_function_calls_from_assistants(response.data, response_id)
if contents:
diff --git a/python/packages/core/tests/openai/test_openai_assistants_client.py b/python/packages/core/tests/openai/test_openai_assistants_client.py
index 8f39573006..1ce40eeba0 100644
--- a/python/packages/core/tests/openai/test_openai_assistants_client.py
+++ b/python/packages/core/tests/openai/test_openai_assistants_client.py
@@ -1,17 +1,12 @@
# Copyright (c) Microsoft. All rights reserved.
import json
+import logging
import os
from typing import Annotated, Any
-from unittest.mock import AsyncMock, MagicMock
+from unittest.mock import AsyncMock, MagicMock, patch
import pytest
-from openai.types.beta.threads import MessageDeltaEvent, Run, TextDeltaBlock
-from openai.types.beta.threads.file_citation_delta_annotation import FileCitationDeltaAnnotation
-from openai.types.beta.threads.file_path_delta_annotation import FilePathDeltaAnnotation
-from openai.types.beta.threads.runs import RunStep
-from pydantic import Field
-
from agent_framework import (
Agent,
AgentResponse,
@@ -25,6 +20,20 @@ from agent_framework import (
tool,
)
from agent_framework.openai import OpenAIAssistantsClient
+from openai.types.beta.threads import (
+ FileCitationAnnotation,
+ FilePathAnnotation,
+ MessageDeltaEvent,
+ Run,
+ TextDeltaBlock,
+)
+from openai.types.beta.threads import (
+ Message as ThreadMessage,
+)
+from openai.types.beta.threads.file_citation_delta_annotation import FileCitationDeltaAnnotation
+from openai.types.beta.threads.file_path_delta_annotation import FilePathDeltaAnnotation
+from openai.types.beta.threads.runs import RunStep
+from pydantic import Field
skip_if_openai_integration_tests_disabled = pytest.mark.skipif(
os.getenv("OPENAI_API_KEY", "") in ("", "test-dummy-key"),
@@ -1566,3 +1575,260 @@ def test_with_callable_api_key() -> None:
assert client.model_id == "gpt-4o"
# OpenAI SDK now manages callable API keys internally
assert client.client is not None
+
+
+# region thread.message.completed helpers
+
+
+def _make_stream_event(event: str, data: Any) -> MagicMock:
+ """Create a mock stream event."""
+ mock = MagicMock()
+ mock.event = event
+ mock.data = data
+ return mock
+
+
+def _make_text_block(text_value: str, annotations: list | None = None) -> MagicMock:
+ """Create a mock TextContentBlock with optional annotations."""
+ block = MagicMock()
+ block.type = "text"
+ block.text = MagicMock()
+ block.text.value = text_value
+ block.text.annotations = annotations or []
+ return block
+
+
+def _make_image_block() -> MagicMock:
+ """Create a mock ImageContentBlock (non-text block)."""
+ block = MagicMock()
+ block.type = "image_file"
+ return block
+
+
+def _make_file_citation_annotation(
+ text: str = "【4:0†source】",
+ file_id: str = "file-abc123",
+ start_index: int = 10,
+ end_index: int = 24,
+) -> MagicMock:
+ """Create a mock FileCitationAnnotation."""
+ annotation = MagicMock(spec=FileCitationAnnotation)
+ annotation.text = text
+ annotation.start_index = start_index
+ annotation.end_index = end_index
+ annotation.file_citation = MagicMock()
+ annotation.file_citation.file_id = file_id
+ return annotation
+
+
+def _make_file_path_annotation(
+ text: str = "sandbox:/file.csv",
+ file_id: str = "file-xyz789",
+ start_index: int = 5,
+ end_index: int = 22,
+) -> MagicMock:
+ """Create a mock FilePathAnnotation."""
+ annotation = MagicMock(spec=FilePathAnnotation)
+ annotation.text = text
+ annotation.start_index = start_index
+ annotation.end_index = end_index
+ annotation.file_path = MagicMock()
+ annotation.file_path.file_id = file_id
+ return annotation
+
+
+def _make_unknown_annotation() -> MagicMock:
+ """Create a mock annotation of an unrecognized type."""
+ annotation = MagicMock()
+ annotation.__class__.__name__ = "FutureAnnotationType"
+ return annotation
+
+
+def _make_thread_message(content_blocks: list) -> MagicMock:
+ """Create a mock ThreadMessage."""
+ msg = MagicMock(spec=ThreadMessage)
+ msg.content = content_blocks
+ return msg
+
+
+async def _collect_updates(client, stream_events, thread_id="thread_123"):
+ """Helper to collect ChatResponseUpdate objects from _process_stream_events."""
+
+ class MockAsyncStream:
+ def __init__(self, events):
+ self._events = events
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ pass
+
+ def __aiter__(self):
+ return self
+
+ async def __anext__(self):
+ if not self._events:
+ raise StopAsyncIteration
+ return self._events.pop(0)
+
+ mock_stream = MockAsyncStream(list(stream_events))
+ results = []
+ async for update in client._process_stream_events(mock_stream, thread_id):
+ results.append(update)
+ return results
+
+
+# endregion
+
+
+class TestMessageCompletedAnnotations:
+ """Tests for thread.message.completed event handling."""
+
+ @pytest.fixture
+ def client(self):
+ """Create a client instance for testing."""
+ with patch.object(OpenAIAssistantsClient, "__init__", lambda self, **kw: None):
+ return object.__new__(OpenAIAssistantsClient)
+
+ @pytest.mark.asyncio
+ async def test_message_completed_with_file_citation(self, client):
+ """Verify file citation annotations are extracted from completed messages."""
+ citation = _make_file_citation_annotation(
+ text="【4:0†source】", file_id="file-abc123", start_index=10, end_index=24
+ )
+ text_block = _make_text_block("Some text with a citation【4:0†source】", [citation])
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ # Should yield exactly one update for the completed message
+ assert len(updates) == 1
+ update = updates[0]
+ assert update.role == "assistant"
+ assert len(update.contents) == 1
+
+ content = update.contents[0]
+ assert content.text == "Some text with a citation【4:0†source】"
+ assert content.annotations is not None
+ assert len(content.annotations) == 1
+
+ ann = content.annotations[0]
+ assert ann["type"] == "citation"
+ assert ann["file_id"] == "file-abc123"
+ assert ann["annotated_regions"][0]["start_index"] == 10
+ assert ann["annotated_regions"][0]["end_index"] == 24
+
+
+
+ @pytest.mark.asyncio
+ async def test_message_completed_with_file_path(self, client):
+ """Verify file path annotations are extracted from completed messages."""
+ file_path = _make_file_path_annotation(
+ text="sandbox:/output.csv", file_id="file-xyz789", start_index=0, end_index=19
+ )
+ text_block = _make_text_block("sandbox:/output.csv", [file_path])
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ assert len(updates) == 1
+ content = updates[0].contents[0]
+ assert content.annotations is not None
+ assert len(content.annotations) == 1
+
+ ann = content.annotations[0]
+ assert ann["type"] == "citation"
+ assert ann["file_id"] == "file-xyz789"
+ assert ann["annotated_regions"][0]["start_index"] == 0
+ assert ann["annotated_regions"][0]["end_index"] == 19
+
+ @pytest.mark.asyncio
+ async def test_message_completed_multiple_annotations(self, client):
+ """Verify multiple annotations on a single text block are all captured."""
+ cit1 = _make_file_citation_annotation(text="【1†src】", file_id="file-a", start_index=5, end_index=12)
+ cit2 = _make_file_citation_annotation(text="【2†src】", file_id="file-b", start_index=20, end_index=27)
+ text_block = _make_text_block("Hello【1†src】world【2†src】", [cit1, cit2])
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ assert len(updates) == 1
+ assert len(updates[0].contents[0].annotations) == 2
+ assert updates[0].contents[0].annotations[0]["file_id"] == "file-a"
+ assert updates[0].contents[0].annotations[1]["file_id"] == "file-b"
+
+ @pytest.mark.asyncio
+ async def test_message_completed_no_annotations(self, client):
+ """Verify text-only completed messages produce content without annotations."""
+ text_block = _make_text_block("Plain text response")
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ assert len(updates) == 1
+ content = updates[0].contents[0]
+ assert content.text == "Plain text response"
+ assert content.annotations is None or len(content.annotations) == 0
+
+ @pytest.mark.asyncio
+ async def test_message_completed_skips_non_text_blocks(self, client):
+ """Verify non-text content blocks (e.g., image_file) are skipped."""
+ image_block = _make_image_block()
+ msg = _make_thread_message([image_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ # No text blocks → no update yielded
+ assert len(updates) == 0
+
+ @pytest.mark.asyncio
+ async def test_message_completed_mixed_blocks(self, client):
+ """Verify only text blocks are processed in mixed-content messages."""
+ text_block = _make_text_block("Text content here")
+ image_block = _make_image_block()
+ msg = _make_thread_message([image_block, text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events)
+
+ assert len(updates) == 1
+ assert len(updates[0].contents) == 1
+ assert updates[0].contents[0].text == "Text content here"
+
+ @pytest.mark.asyncio
+ async def test_message_completed_conversation_id_preserved(self, client):
+ """Verify the thread_id is correctly propagated as conversation_id."""
+ text_block = _make_text_block("Response text")
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ updates = await _collect_updates(client, events, thread_id="thread_custom_456")
+
+ assert len(updates) == 1
+ assert updates[0].conversation_id == "thread_custom_456"
+
+ @pytest.mark.asyncio
+ async def test_message_completed_unrecognized_annotation_logged(self, client, caplog):
+ """Verify unrecognized annotation types are logged at debug level and skipped."""
+ unknown_ann = _make_unknown_annotation()
+ citation = _make_file_citation_annotation(text="【1†src】", file_id="file-a", start_index=0, end_index=7)
+ text_block = _make_text_block("Text【1†src】", [unknown_ann, citation])
+ msg = _make_thread_message([text_block])
+
+ events = [_make_stream_event("thread.message.completed", msg)]
+ with caplog.at_level(logging.DEBUG, logger="agent_framework.openai"):
+ updates = await _collect_updates(client, events)
+
+ # The known citation should still be processed
+ assert len(updates) == 1
+ assert len(updates[0].contents[0].annotations) == 1
+ assert updates[0].contents[0].annotations[0]["file_id"] == "file-a"
+
+ # The unrecognized annotation should have been logged
+ assert any("Unparsed annotation type" in record.message for record in caplog.records)
From debec5208cea036da6ef0b264a7d8bf42d43b757 Mon Sep 17 00:00:00 2001
From: Copilot <198982749+Copilot@users.noreply.github.com>
Date: Tue, 3 Mar 2026 08:51:38 +0000
Subject: [PATCH 011/149] Python: Add auto_retry.py sample for rate limit
handling (#4223)
* Initial plan
* Add auto_retry.py sample for rate limiting handling
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
* Update auto_retry sample to use class decorator for get_response retries
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
* Address review feedback on auto_retry sample header and wrapper usage
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
* Restore class-decorator retry sample and address reviewer feedback
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
---
python/samples/02-agents/auto_retry.py | 250 +++++++++++++++++++++++++
1 file changed, 250 insertions(+)
create mode 100644 python/samples/02-agents/auto_retry.py
diff --git a/python/samples/02-agents/auto_retry.py b/python/samples/02-agents/auto_retry.py
new file mode 100644
index 0000000000..7c985bd0c1
--- /dev/null
+++ b/python/samples/02-agents/auto_retry.py
@@ -0,0 +1,250 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = [
+# "agent-framework",
+# "tenacity",
+# ]
+# ///
+# Run with any PEP 723 compatible runner, e.g.:
+# uv run samples/02-agents/auto_retry.py
+
+# Copyright (c) Microsoft. All rights reserved.
+
+import asyncio
+import logging
+from collections.abc import Awaitable, Callable
+from typing import Any, TypeVar, cast
+
+from agent_framework import ChatContext, ChatMiddleware, SupportsChatGetResponse, chat_middleware
+from agent_framework.azure import AzureOpenAIChatClient
+from azure.identity import AzureCliCredential
+from dotenv import load_dotenv
+from openai import RateLimitError
+from tenacity import (
+ AsyncRetrying,
+ before_sleep_log,
+ retry,
+ retry_if_exception_type,
+ stop_after_attempt,
+ wait_exponential,
+)
+
+# Load environment variables from .env file
+load_dotenv()
+
+"""
+Auto-Retry Rate Limiting Sample
+
+Every model inference API enforces rate limits, so production agents need retry logic
+to handle 429 responses gracefully. This sample shows two ways to add automatic retry
+using the `tenacity` library, keeping your application code free of boilerplate.
+
+Approach 1 – Class decorator
+ Apply a class decorator to any client type implementing
+ SupportsChatGetResponse. The decorator patches get_response() with retry
+ behavior. Non-streaming responses are retried; streaming is returned as-is
+ (streaming retry requires more delicate handling).
+
+Approach 2 – Chat middleware
+ Register middleware on the agent that catches RateLimitError raised inside
+ call_next() and retries the entire request pipeline. Two styles are shown:
+ a) Class-based middleware (ChatMiddleware subclass)
+ b) Function-based middleware (@chat_middleware decorator)
+
+Both approaches use the same tenacity primitives:
+ - stop_after_attempt – cap the total number of tries
+ - wait_exponential – exponential back-off between retries
+ - retry_if_exception_type(RateLimitError) – only retry on 429 errors
+ - before_sleep_log – log each retry attempt at WARNING level
+"""
+
+logger = logging.getLogger(__name__)
+
+RETRY_ATTEMPTS = 3
+
+# =============================================================================
+# Approach 1: Class decorator
+# =============================================================================
+
+
+ChatClientT = TypeVar("ChatClientT", bound=SupportsChatGetResponse[Any])
+
+
+def with_rate_limit_retry(*, retry_attempts: int = RETRY_ATTEMPTS) -> Callable[[type[ChatClientT]], type[ChatClientT]]:
+ """Class decorator that adds non-streaming retry behavior to get_response()."""
+
+ def decorator(client_cls: type[ChatClientT]) -> type[ChatClientT]:
+ original_get_response = client_cls.get_response
+
+ def get_response_with_retry(self, *args, **kwargs): # type: ignore[no-untyped-def]
+ stream = kwargs.get("stream", False)
+
+ if stream:
+ # Streaming retry is more complex; fall back to the original behaviour.
+ return original_get_response(self, *args, **kwargs)
+
+ async def _with_retry():
+ async for attempt in AsyncRetrying(
+ stop=stop_after_attempt(retry_attempts),
+ wait=wait_exponential(multiplier=1, min=4, max=10),
+ retry=retry_if_exception_type(RateLimitError),
+ reraise=True,
+ before_sleep=before_sleep_log(logger, logging.WARNING),
+ ):
+ with attempt:
+ return await original_get_response(self, *args, **kwargs)
+ return None
+
+ return _with_retry()
+
+ client_cls.get_response = cast(Any, get_response_with_retry)
+ return client_cls
+
+ return decorator
+
+
+@with_rate_limit_retry()
+class RetryingAzureOpenAIChatClient(AzureOpenAIChatClient):
+ """Azure OpenAI Chat client with class-decorator-based retry behavior."""
+
+
+# =============================================================================
+# Approach 2a: Class-based chat middleware
+# =============================================================================
+
+
+class RateLimitRetryMiddleware(ChatMiddleware):
+ """Chat middleware that retries the full request pipeline on rate limit errors.
+
+ Register this middleware on an agent (or at the run level) to automatically
+ retry any call_next() invocation that raises RateLimitError.
+ """
+
+ def __init__(self, *, max_attempts: int = RETRY_ATTEMPTS) -> None:
+ """Initialize with the maximum number of retry attempts."""
+ self.max_attempts = max_attempts
+
+ async def process(
+ self,
+ context: ChatContext,
+ call_next: Callable[[], Awaitable[None]],
+ ) -> None:
+ """Retry call_next() on rate limit errors with exponential back-off."""
+ async for attempt in AsyncRetrying(
+ stop=stop_after_attempt(self.max_attempts),
+ wait=wait_exponential(multiplier=1, min=4, max=10),
+ retry=retry_if_exception_type(RateLimitError),
+ reraise=True,
+ before_sleep=before_sleep_log(logger, logging.WARNING),
+ ):
+ with attempt:
+ await call_next()
+
+
+# =============================================================================
+# Approach 2b: Function-based chat middleware
+# =============================================================================
+
+
+@chat_middleware
+async def rate_limit_retry_middleware(
+ context: ChatContext,
+ call_next: Callable[[], Awaitable[None]],
+) -> None:
+ """Function-based chat middleware that retries on rate limit errors.
+
+ Wrap call_next() with a tenacity @retry decorator so any RateLimitError
+ raised during model inference triggers an automatic retry with exponential
+ back-off.
+ """
+
+ @retry(
+ stop=stop_after_attempt(RETRY_ATTEMPTS),
+ wait=wait_exponential(multiplier=1, min=4, max=10),
+ retry=retry_if_exception_type(RateLimitError),
+ reraise=True,
+ before_sleep=before_sleep_log(logger, logging.WARNING),
+ )
+ async def _call_next_with_retry() -> None:
+ await call_next()
+
+ await _call_next_with_retry()
+
+
+# =============================================================================
+# Demo
+# =============================================================================
+
+
+async def class_decorator_example() -> None:
+ """Demonstrate Approach 1: class decorator on a chat client type."""
+ print("\n" + "=" * 60)
+ print("Approach 1: Class decorator (applied to client type)")
+ print("=" * 60)
+
+ # For authentication, run `az login` command in terminal or replace
+ # AzureCliCredential with your preferred authentication option.
+ agent = RetryingAzureOpenAIChatClient(credential=AzureCliCredential()).as_agent(
+ instructions="You are a helpful assistant.",
+ )
+
+ query = "Say hello!"
+ print(f"User: {query}")
+ result = await agent.run(query)
+ print(f"Agent: {result.text}")
+
+
+async def class_based_middleware_example() -> None:
+ """Demonstrate Approach 2a: class-based chat middleware."""
+ print("\n" + "=" * 60)
+ print("Approach 2a: Class-based chat middleware")
+ print("=" * 60)
+
+ # For authentication, run `az login` command in terminal or replace
+ # AzureCliCredential with your preferred authentication option.
+ agent = AzureOpenAIChatClient(credential=AzureCliCredential()).as_agent(
+ instructions="You are a helpful assistant.",
+ middleware=[RateLimitRetryMiddleware(max_attempts=3)],
+ )
+
+ query = "Say hello!"
+ print(f"User: {query}")
+ result = await agent.run(query)
+ print(f"Agent: {result.text}")
+
+
+async def function_based_middleware_example() -> None:
+ """Demonstrate Approach 2b: function-based chat middleware."""
+ print("\n" + "=" * 60)
+ print("Approach 2b: Function-based chat middleware")
+ print("=" * 60)
+
+ # For authentication, run `az login` command in terminal or replace
+ # AzureCliCredential with your preferred authentication option.
+ agent = AzureOpenAIChatClient(credential=AzureCliCredential()).as_agent(
+ instructions="You are a helpful assistant.",
+ middleware=[rate_limit_retry_middleware],
+ )
+
+ query = "Say hello!"
+ print(f"User: {query}")
+ result = await agent.run(query)
+ print(f"Agent: {result.text}")
+
+
+async def main() -> None:
+ """Run all auto-retry examples."""
+ print("=== Auto-Retry Rate Limiting Sample ===")
+ print(
+ "Demonstrates two approaches for automatic retry on rate limit (429) errors.\n"
+ "Set AZURE_OPENAI_ENDPOINT and AZURE_OPENAI_CHAT_DEPLOYMENT_NAME (and optionally\n"
+ "AZURE_OPENAI_API_KEY) before running, or populate a .env file."
+ )
+
+ await class_decorator_example()
+ await class_based_middleware_example()
+ await function_based_middleware_example()
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
From 2e9319359b5a20e3eae3d27471805754aba833c7 Mon Sep 17 00:00:00 2001
From: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Date: Tue, 3 Mar 2026 19:08:40 +0900
Subject: [PATCH 012/149] Python: Add regression tests for Entry JoinExecutor
Workflow.Inputs initialization (#4335)
* Python: Add regression tests for #3948 - Entry JoinExecutor initializes Workflow.Inputs
Add tests verifying that when workflow.run() is called with a dict or string
input, the Entry node (JoinExecutor with kind: 'Entry') correctly initializes
Workflow.Inputs via _ensure_state_initialized so that:
- Expressions like =inputs.age resolve to the correct value
- Conditions like =Local.age < 13 evaluate based on actual input (not blank/0)
- String inputs populate both inputs.input and System.LastMessage.Text
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Apply pre-commit auto-fixes
* Fix D420 and RUF070 lint errors across packages
* Revert _workflow.py yield-inside-context-manager changes
Moving yield inside `with _framework_event_origin()` blocks in the
async generator causes ContextVar token reset failures on Python 3.12
Windows. The token stays un-reset while the generator is suspended,
and async generator finalization in a different contextvars.Context
triggers ValueError, corrupting OpenTelemetry span state and causing
test_span_creation_and_attributes to see leaked spans.
Keep yields outside the context manager blocks to ensure tokens are
reset immediately before the generator suspends.
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../tests/test_workflow_factory.py | 69 +++++++++++++++++++
1 file changed, 69 insertions(+)
diff --git a/python/packages/declarative/tests/test_workflow_factory.py b/python/packages/declarative/tests/test_workflow_factory.py
index 25c1249a50..f08f5993e5 100644
--- a/python/packages/declarative/tests/test_workflow_factory.py
+++ b/python/packages/declarative/tests/test_workflow_factory.py
@@ -159,6 +159,75 @@ actions:
_text_outputs = [str(o) for o in outputs if isinstance(o, str) or hasattr(o, "data")] # noqa: F841
assert any("Condition was true" in str(o) for o in outputs)
+ @pytest.mark.asyncio
+ async def test_entry_join_executor_initializes_workflow_inputs(self):
+ """Regression test for #3948: Entry JoinExecutor must initialize Workflow.Inputs.
+
+ When workflow.run() is called with a dict input, the Entry node (JoinExecutor
+ with kind: 'Entry') must call _ensure_state_initialized so that Workflow.Inputs
+ is populated. Without this, expressions like =inputs.age resolve to blank and
+ conditions like =Local.age < 13 always evaluate as true (blank treated as 0).
+ """
+ factory = WorkflowFactory()
+ workflow = factory.create_workflow_from_yaml("""
+name: entry-inputs-test
+actions:
+ - kind: SetValue
+ id: get_age
+ path: Local.age
+ value: =inputs.age
+ - kind: If
+ id: check_age
+ condition: =Local.age < 13
+ then:
+ - kind: SendActivity
+ activity:
+ text: child
+ else:
+ - kind: SendActivity
+ activity:
+ text: adult
+""")
+
+ # age=8 -> child branch
+ result_child = await workflow.run({"age": 8})
+ outputs_child = result_child.get_outputs()
+ assert any("child" in str(o) for o in outputs_child), f"Expected 'child' for age=8 but got: {outputs_child}"
+ assert not any("adult" in str(o) for o in outputs_child), (
+ f"Did not expect 'adult' for age=8 but got: {outputs_child}"
+ )
+
+ # age=25 -> adult branch (bug: blank treated as 0 made this always go to child)
+ result_adult = await workflow.run({"age": 25})
+ outputs_adult = result_adult.get_outputs()
+ assert any("adult" in str(o) for o in outputs_adult), f"Expected 'adult' for age=25 but got: {outputs_adult}"
+ assert not any("child" in str(o) for o in outputs_adult), (
+ f"Did not expect 'child' for age=25 but got: {outputs_adult}"
+ )
+
+ @pytest.mark.asyncio
+ async def test_entry_join_executor_initializes_workflow_inputs_string(self):
+ """Regression test for #3948: Entry JoinExecutor must initialize Workflow.Inputs for string input.
+
+ When workflow.run() is called with a string input, Workflow.Inputs.input and
+ System.LastMessage.Text should be set correctly.
+ """
+ factory = WorkflowFactory()
+ workflow = factory.create_workflow_from_yaml("""
+name: entry-string-inputs-test
+actions:
+ - kind: SetValue
+ path: Local.msg
+ value: =inputs.input
+ - kind: SendActivity
+ activity:
+ text: =Local.msg
+""")
+
+ result = await workflow.run("hello-world")
+ outputs = result.get_outputs()
+ assert any("hello-world" in str(o) for o in outputs), f"Expected 'hello-world' in outputs but got: {outputs}"
+
class TestWorkflowFactoryAgentRegistration:
"""Tests for agent registration."""
From 945933c3517c896dee137952af539070978a827d Mon Sep 17 00:00:00 2001
From: westey <164392973+westey-m@users.noreply.github.com>
Date: Tue, 3 Mar 2026 11:02:02 +0000
Subject: [PATCH 013/149] [BREAKING] Add response filter for store input in
*Providers (#4327)
* Add response filter for store input for *Providers
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Address feedback
* Apply suggestions from code review
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
---
.../01-get-started/04_memory/Program.cs | 1 -
.../Program.cs | 2 +-
.../Program.cs | 2 +-
.../Program.cs | 1 -
.../Program.cs | 4 +-
.../AIContextProvider.cs | 24 +++--
.../ChatHistoryProvider.cs | 18 ++--
.../InMemoryChatHistoryProvider.cs | 3 +-
.../InMemoryChatHistoryProviderOptions.cs | 14 ++-
.../MessageAIContextProvider.cs | 8 +-
.../CosmosChatHistoryProvider.cs | 24 +++--
.../FoundryMemoryProvider.cs | 2 +-
.../FoundryMemoryProviderOptions.cs | 11 ++-
.../Microsoft.Agents.AI.Mem0/Mem0Provider.cs | 2 +-
.../Mem0ProviderOptions.cs | 11 ++-
.../WorkflowChatHistoryProvider.cs | 1 -
.../Memory/ChatHistoryMemoryProvider.cs | 2 +-
.../ChatHistoryMemoryProviderOptions.cs | 10 +-
.../Microsoft.Agents.AI/TextSearchProvider.cs | 2 +-
.../TextSearchProviderOptions.cs | 11 ++-
.../AIContextProviderTests.cs | 98 ++++++++++++++++++-
.../ChatHistoryProviderTests.cs | 17 +++-
.../InMemoryChatHistoryProviderTests.cs | 2 +-
.../CosmosChatHistoryProviderTests.cs | 2 +-
.../Mem0ProviderTests.cs | 2 +-
.../ChatClient/ChatClientAgentOptionsTests.cs | 8 +-
.../ChatClient/ChatClientAgentTests.cs | 22 ++---
...hatClientAgent_BackgroundResponsesTests.cs | 16 +--
...tClientAgent_ChatHistoryManagementTests.cs | 8 +-
.../Data/TextSearchProviderTests.cs | 2 +-
.../Memory/ChatHistoryMemoryProviderTests.cs | 2 +-
31 files changed, 249 insertions(+), 83 deletions(-)
diff --git a/dotnet/samples/01-get-started/04_memory/Program.cs b/dotnet/samples/01-get-started/04_memory/Program.cs
index fa6940f5fd..3705e64f3a 100644
--- a/dotnet/samples/01-get-started/04_memory/Program.cs
+++ b/dotnet/samples/01-get-started/04_memory/Program.cs
@@ -92,7 +92,6 @@ namespace SampleApp
private readonly IChatClient _chatClient;
public UserInfoMemory(IChatClient chatClient, Func? stateInitializer = null)
- : base(null, null)
{
this._sessionState = new ProviderSessionState(
stateInitializer ?? (_ => new UserInfo()),
diff --git a/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs b/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs
index c04601d940..e1db6d3f4f 100644
--- a/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs
+++ b/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs
@@ -73,7 +73,7 @@ AIAgent agent = azureOpenAIClient
// We also want to maintain that exclusion here.
ChatHistoryProvider = new InMemoryChatHistoryProvider(new InMemoryChatHistoryProviderOptions
{
- StorageInputMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory)
+ StorageInputRequestMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory)
}),
});
diff --git a/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/Program.cs b/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/Program.cs
index 0c299a1445..0f65121c04 100644
--- a/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/Program.cs
+++ b/dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/Program.cs
@@ -80,7 +80,7 @@ AIAgent agent = azureOpenAIClient
// You may choose to persist the TextSearchProvider messages, if you want the search output to be provided to the model in future interactions as well.
ChatHistoryProvider = new InMemoryChatHistoryProvider(new InMemoryChatHistoryProviderOptions()
{
- StorageInputMessageFilter = msgs => msgs.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider)
+ StorageInputRequestMessageFilter = msgs => msgs.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider)
})
});
diff --git a/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs b/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
index cbcf14157e..63fa5c0751 100644
--- a/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
+++ b/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
@@ -85,7 +85,6 @@ namespace SampleApp
VectorStore vectorStore,
Func? stateInitializer = null,
string? stateKey = null)
- : base(provideOutputMessageFilter: null, storeInputMessageFilter: null)
{
this._sessionState = new ProviderSessionState(
stateInitializer ?? (_ => new State(Guid.NewGuid().ToString("N"))),
diff --git a/dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Program.cs b/dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Program.cs
index a341abe8cd..e3913c9f0e 100644
--- a/dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Program.cs
+++ b/dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Program.cs
@@ -49,11 +49,11 @@ AIAgent agent = new AzureOpenAIClient(
""" },
ChatHistoryProvider = new InMemoryChatHistoryProvider(new InMemoryChatHistoryProviderOptions
{
- // Use StorageInputMessageFilter to provide a custom filter for messages stored in chat history.
+ // Use StorageInputRequestMessageFilter to provide a custom filter for request messages stored in chat history.
// By default the chat history provider will store all messages, except for those that came from chat history in the first place.
// In this case, we want to also exclude messages that came from AI context providers.
// You may want to store these messages, depending on their content and your requirements.
- StorageInputMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory)
+ StorageInputRequestMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.AIContextProvider && m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory)
}),
// Add multiple AI context providers: one that maintains a todo list and one that provides upcoming calendar entries.
// The agent will call each provider in sequence, accumulating context from each.
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
index 7ac4eed18c..82e5f2c360 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
@@ -33,18 +33,23 @@ public abstract class AIContextProvider
{
private static IEnumerable DefaultExternalOnlyFilter(IEnumerable messages)
=> messages.Where(m => m.GetAgentRequestMessageSourceType() == AgentRequestMessageSourceType.External);
+ private static IEnumerable DefaultNoopFilter(IEnumerable messages)
+ => messages;
///
/// Initializes a new instance of the class.
///
/// An optional filter function to apply to input messages before providing context via . If not set, defaults to including only messages.
- /// An optional filter function to apply to request messages before storing context via . If not set, defaults to including only messages.
+ /// An optional filter function to apply to request messages before storing context via . If not set, defaults to including only messages.
+ /// An optional filter function to apply to response messages before storing context via . If not set, defaults to a no-op filter that includes all response messages.
protected AIContextProvider(
Func, IEnumerable>? provideInputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
{
this.ProvideInputMessageFilter = provideInputMessageFilter ?? DefaultExternalOnlyFilter;
- this.StoreInputMessageFilter = storeInputMessageFilter ?? DefaultExternalOnlyFilter;
+ this.StoreInputRequestMessageFilter = storeInputRequestMessageFilter ?? DefaultExternalOnlyFilter;
+ this.StoreInputResponseMessageFilter = storeInputResponseMessageFilter ?? DefaultNoopFilter;
}
///
@@ -55,7 +60,12 @@ public abstract class AIContextProvider
///
/// Gets the filter function to apply to request messages before storing context via .
///
- protected Func, IEnumerable> StoreInputMessageFilter { get; }
+ protected Func, IEnumerable> StoreInputRequestMessageFilter { get; }
+
+ ///
+ /// Gets the filter function to apply to response messages before storing context via .
+ ///
+ protected Func, IEnumerable> StoreInputResponseMessageFilter { get; }
///
/// Gets the key used to store the provider state in the .
@@ -245,8 +255,10 @@ public abstract class AIContextProvider
///
///
/// The default implementation of this method skips execution for any invocation failures,
- /// filters the request messages using the configured store-input message filter
+ /// filters the request messages using the configured store-input request message filter
/// (which defaults to including only messages),
+ /// filters the response messages using the configured store-input response message filter
+ /// (which defaults to a no-op, so all response messages are processed),
/// and calls to process the invocation results.
/// For most scenarios, overriding is sufficient to process invocation results,
/// while still benefiting from the default error handling and filtering behavior.
@@ -261,7 +273,7 @@ public abstract class AIContextProvider
return default;
}
- var subContext = new InvokedContext(context.Agent, context.Session, this.StoreInputMessageFilter(context.RequestMessages), context.ResponseMessages!);
+ var subContext = new InvokedContext(context.Agent, context.Session, this.StoreInputRequestMessageFilter(context.RequestMessages), this.StoreInputResponseMessageFilter(context.ResponseMessages!));
return this.StoreAIContextAsync(subContext, cancellationToken);
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
index ad3f3aacfb..df9ff0069e 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
@@ -42,21 +42,27 @@ public abstract class ChatHistoryProvider
{
private static IEnumerable DefaultExcludeChatHistoryFilter(IEnumerable messages)
=> messages.Where(m => m.GetAgentRequestMessageSourceType() != AgentRequestMessageSourceType.ChatHistory);
+ private static IEnumerable DefaultNoopFilter(IEnumerable messages)
+ => messages;
private readonly Func, IEnumerable>? _provideOutputMessageFilter;
- private readonly Func, IEnumerable> _storeInputMessageFilter;
+ private readonly Func, IEnumerable> _storeInputRequestMessageFilter;
+ private readonly Func, IEnumerable> _storeInputResponseMessageFilter;
///
/// Initializes a new instance of the class.
///
/// An optional filter function to apply to messages when retrieving them from the chat history.
- /// An optional filter function to apply to messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to request messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to response messages before storing them in the chat history. If not set, defaults to a no-op filter that includes all response messages.
protected ChatHistoryProvider(
Func, IEnumerable>? provideOutputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
{
this._provideOutputMessageFilter = provideOutputMessageFilter;
- this._storeInputMessageFilter = storeInputMessageFilter ?? DefaultExcludeChatHistoryFilter;
+ this._storeInputRequestMessageFilter = storeInputRequestMessageFilter ?? DefaultExcludeChatHistoryFilter;
+ this._storeInputResponseMessageFilter = storeInputResponseMessageFilter ?? DefaultNoopFilter;
}
///
@@ -216,7 +222,7 @@ public abstract class ChatHistoryProvider
/// To check if the invocation was successful, inspect the property.
///
///
- /// The default implementation of this method, skips execution for any invocation failures, filters messages using the optional storage input message filter
+ /// The default implementation of this method, skips execution for any invocation failures, filters messages using the optional storage input request and response message filters
/// and calls to store new chat history messages.
/// For most scenarios, overriding is sufficient to store chat history messages, while still benefiting from the default error handling and filtering behavior.
/// However, for scenarios that require more control over error handling or message filtering, overriding this method allows you to directly control the messages that are stored for the invocation.
@@ -229,7 +235,7 @@ public abstract class ChatHistoryProvider
return default;
}
- var subContext = new InvokedContext(context.Agent, context.Session, this._storeInputMessageFilter(context.RequestMessages), context.ResponseMessages!);
+ var subContext = new InvokedContext(context.Agent, context.Session, this._storeInputRequestMessageFilter(context.RequestMessages), this._storeInputResponseMessageFilter(context.ResponseMessages!));
return this.StoreChatHistoryAsync(subContext, cancellationToken);
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProvider.cs
index 12e935b23e..e09dd6b0a0 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProvider.cs
@@ -38,7 +38,8 @@ public sealed class InMemoryChatHistoryProvider : ChatHistoryProvider
public InMemoryChatHistoryProvider(InMemoryChatHistoryProviderOptions? options = null)
: base(
options?.ProvideOutputMessageFilter,
- options?.StorageInputMessageFilter)
+ options?.StorageInputRequestMessageFilter,
+ options?.StorageInputResponseMessageFilter)
{
this._sessionState = new ProviderSessionState(
options?.StateInitializer ?? (_ => new State()),
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProviderOptions.cs
index ba24f55ded..873619d484 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProviderOptions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/InMemoryChatHistoryProviderOptions.cs
@@ -59,7 +59,19 @@ public sealed class InMemoryChatHistoryProviderOptions
/// Depending on your requirements, you could provide a different filter, that also excludes
/// messages from e.g. AI context providers.
///
- public Func, IEnumerable>? StorageInputMessageFilter { get; set; }
+ public Func, IEnumerable>? StorageInputRequestMessageFilter { get; set; }
+
+ ///
+ /// Gets or sets an optional filter function applied to response messages before they are added to storage
+ /// during .
+ ///
+ ///
+ /// When , no filtering is applied to response messages before they are stored.
+ /// If you want to avoid persisting certain messages (for example, those with
+ /// source type or produced by AI context providers),
+ /// provide a filter that returns only the messages you want to keep.
+ ///
+ public Func, IEnumerable>? StorageInputResponseMessageFilter { get; set; }
///
/// Gets or sets an optional filter function applied to messages produced by this provider
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/MessageAIContextProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/MessageAIContextProvider.cs
index 24264e0e47..c5f367443c 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/MessageAIContextProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/MessageAIContextProvider.cs
@@ -34,11 +34,13 @@ public abstract class MessageAIContextProvider : AIContextProvider
/// Initializes a new instance of the class.
///
/// An optional filter function to apply to input messages before providing messages via . If not set, defaults to including only messages.
- /// An optional filter function to apply to request messages before storing messages via . If not set, defaults to including only messages.
+ /// An optional filter function to apply to request messages before storing messages via . If not set, defaults to including only messages.
+ /// An optional filter function to apply to response messages before storing messages via . If not set, defaults to including all response messages (no filtering).
protected MessageAIContextProvider(
Func, IEnumerable>? provideInputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : base(provideInputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : base(provideInputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
}
diff --git a/dotnet/src/Microsoft.Agents.AI.CosmosNoSql/CosmosChatHistoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.CosmosNoSql/CosmosChatHistoryProvider.cs
index f1670fbb84..afaa59ee53 100644
--- a/dotnet/src/Microsoft.Agents.AI.CosmosNoSql/CosmosChatHistoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.CosmosNoSql/CosmosChatHistoryProvider.cs
@@ -87,7 +87,8 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
/// Whether this instance owns the CosmosClient and should dispose it.
/// An optional key to use for storing the state in the .
/// An optional filter function to apply to messages when retrieving them from the chat history.
- /// An optional filter function to apply to messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to request messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to response messages before storing them in the chat history. If not set, defaults to storing all response messages.
/// Thrown when or is .
/// Thrown when any string parameter is null or whitespace.
public CosmosChatHistoryProvider(
@@ -98,8 +99,9 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
bool ownsClient = false,
string? stateKey = null,
Func, IEnumerable>? provideOutputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : base(provideOutputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : base(provideOutputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
this._sessionState = new ProviderSessionState(
Throw.IfNull(stateInitializer),
@@ -123,7 +125,8 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
/// A delegate that initializes the provider state on the first invocation.
/// An optional key to use for storing the state in the .
/// An optional filter function to apply to messages when retrieving them from the chat history.
- /// An optional filter function to apply to messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to request messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to response messages before storing them in the chat history. If not set, defaults to storing all response messages.
/// Thrown when any required parameter is null.
/// Thrown when any string parameter is null or whitespace.
public CosmosChatHistoryProvider(
@@ -133,8 +136,9 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
Func stateInitializer,
string? stateKey = null,
Func, IEnumerable>? provideOutputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : this(new CosmosClient(Throw.IfNullOrWhitespace(connectionString)), databaseId, containerId, stateInitializer, ownsClient: true, stateKey, provideOutputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : this(new CosmosClient(Throw.IfNullOrWhitespace(connectionString)), databaseId, containerId, stateInitializer, ownsClient: true, stateKey, provideOutputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
}
@@ -148,7 +152,8 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
/// A delegate that initializes the provider state on the first invocation.
/// An optional key to use for storing the state in the .
/// An optional filter function to apply to messages when retrieving them from the chat history.
- /// An optional filter function to apply to messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to request messages before storing them in the chat history. If not set, defaults to excluding messages with source type .
+ /// An optional filter function to apply to response messages before storing them in the chat history. If not set, defaults to storing all response messages.
/// Thrown when any required parameter is null.
/// Thrown when any string parameter is null or whitespace.
public CosmosChatHistoryProvider(
@@ -159,8 +164,9 @@ public sealed class CosmosChatHistoryProvider : ChatHistoryProvider, IDisposable
Func stateInitializer,
string? stateKey = null,
Func, IEnumerable>? provideOutputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : this(new CosmosClient(Throw.IfNullOrWhitespace(accountEndpoint), Throw.IfNull(tokenCredential)), databaseId, containerId, stateInitializer, ownsClient: true, stateKey, provideOutputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : this(new CosmosClient(Throw.IfNullOrWhitespace(accountEndpoint), Throw.IfNull(tokenCredential)), databaseId, containerId, stateInitializer, ownsClient: true, stateKey, provideOutputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
}
diff --git a/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProvider.cs
index 9ffeda3fb5..0f7041e834 100644
--- a/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProvider.cs
@@ -59,7 +59,7 @@ public sealed class FoundryMemoryProvider : AIContextProvider
Func stateInitializer,
FoundryMemoryProviderOptions? options = null,
ILoggerFactory? loggerFactory = null)
- : base(options?.SearchInputMessageFilter, options?.StorageInputMessageFilter)
+ : base(options?.SearchInputMessageFilter, options?.StorageInputRequestMessageFilter, options?.StorageInputResponseMessageFilter)
{
Throw.IfNull(client);
Throw.IfNullOrWhitespace(memoryStoreName);
diff --git a/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProviderOptions.cs
index 482e14db82..870fe1d271 100644
--- a/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProviderOptions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.FoundryMemory/FoundryMemoryProviderOptions.cs
@@ -63,5 +63,14 @@ public sealed class FoundryMemoryProviderOptions
/// When , the provider defaults to including only
/// messages.
///
- public Func, IEnumerable>? StorageInputMessageFilter { get; set; }
+ public Func, IEnumerable>? StorageInputRequestMessageFilter { get; set; }
+
+ ///
+ /// Gets or sets an optional filter function applied to response messages when determining which messages to
+ /// extract memories from during .
+ ///
+ ///
+ /// When , the provider does not filter response messages and includes all messages.
+ ///
+ public Func, IEnumerable>? StorageInputResponseMessageFilter { get; set; }
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs
index 1924bc0da2..1e325b5683 100644
--- a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs
@@ -52,7 +52,7 @@ public sealed class Mem0Provider : MessageAIContextProvider
///
///
public Mem0Provider(HttpClient httpClient, Func stateInitializer, Mem0ProviderOptions? options = null, ILoggerFactory? loggerFactory = null)
- : base(options?.SearchInputMessageFilter, options?.StorageInputMessageFilter)
+ : base(options?.SearchInputMessageFilter, options?.StorageInputRequestMessageFilter, options?.StorageInputResponseMessageFilter)
{
this._sessionState = new ProviderSessionState(
ValidateStateInitializer(Throw.IfNull(stateInitializer)),
diff --git a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs
index f7d14028d9..4a3a16712f 100644
--- a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs
@@ -47,5 +47,14 @@ public sealed class Mem0ProviderOptions
/// When , the provider defaults to including only
/// messages.
///
- public Func, IEnumerable>? StorageInputMessageFilter { get; set; }
+ public Func, IEnumerable>? StorageInputRequestMessageFilter { get; set; }
+
+ ///
+ /// Gets or sets an optional filter function applied to response messages when determining which messages to
+ /// extract memories from during .
+ ///
+ ///
+ /// When , the provider applies no filtering and includes all response messages.
+ ///
+ public Func, IEnumerable>? StorageInputResponseMessageFilter { get; set; }
}
diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowChatHistoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowChatHistoryProvider.cs
index b9d5f3ae49..1fd42f923e 100644
--- a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowChatHistoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowChatHistoryProvider.cs
@@ -22,7 +22,6 @@ internal sealed class WorkflowChatHistoryProvider : ChatHistoryProvider
/// and source generated serializers are required, or Native AOT / Trimming is required.
///
public WorkflowChatHistoryProvider(JsonSerializerOptions? jsonSerializerOptions = null)
- : base(provideOutputMessageFilter: null, storeInputMessageFilter: null)
{
this._sessionState = new ProviderSessionState(
_ => new StoreState(),
diff --git a/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProvider.cs b/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProvider.cs
index 7905db74b8..cd59d1aaa3 100644
--- a/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProvider.cs
@@ -88,7 +88,7 @@ public sealed class ChatHistoryMemoryProvider : MessageAIContextProvider, IDispo
Func stateInitializer,
ChatHistoryMemoryProviderOptions? options = null,
ILoggerFactory? loggerFactory = null)
- : base(options?.SearchInputMessageFilter, options?.StorageInputMessageFilter)
+ : base(options?.SearchInputMessageFilter, options?.StorageInputRequestMessageFilter, options?.StorageInputResponseMessageFilter)
{
this._sessionState = new ProviderSessionState(
Throw.IfNull(stateInitializer),
diff --git a/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProviderOptions.cs
index 6c92a426f3..a9c5b93928 100644
--- a/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProviderOptions.cs
+++ b/dotnet/src/Microsoft.Agents.AI/Memory/ChatHistoryMemoryProviderOptions.cs
@@ -75,8 +75,16 @@ public sealed class ChatHistoryMemoryProviderOptions
/// When , the provider defaults to including only
/// messages.
///
- public Func, IEnumerable>? StorageInputMessageFilter { get; set; }
+ public Func, IEnumerable>? StorageInputRequestMessageFilter { get; set; }
+ ///
+ /// Gets or sets an optional filter function applied to response messages when storing recent chat history
+ /// during .
+ ///
+ ///
+ /// When , the provider does not apply any filtering and includes all response messages.
+ ///
+ public Func, IEnumerable>? StorageInputResponseMessageFilter { get; set; }
///
/// Behavior choices for the provider.
///
diff --git a/dotnet/src/Microsoft.Agents.AI/TextSearchProvider.cs b/dotnet/src/Microsoft.Agents.AI/TextSearchProvider.cs
index dd62b0eb9b..df53729fce 100644
--- a/dotnet/src/Microsoft.Agents.AI/TextSearchProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI/TextSearchProvider.cs
@@ -61,7 +61,7 @@ public sealed class TextSearchProvider : MessageAIContextProvider
Func>> searchAsync,
TextSearchProviderOptions? options = null,
ILoggerFactory? loggerFactory = null)
- : base(options?.SearchInputMessageFilter, options?.StorageInputMessageFilter)
+ : base(options?.SearchInputMessageFilter, options?.StorageInputRequestMessageFilter, options?.StorageInputResponseMessageFilter)
{
this._sessionState = new ProviderSessionState(
_ => new TextSearchProviderState(),
diff --git a/dotnet/src/Microsoft.Agents.AI/TextSearchProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI/TextSearchProviderOptions.cs
index 837470b776..879e34121d 100644
--- a/dotnet/src/Microsoft.Agents.AI/TextSearchProviderOptions.cs
+++ b/dotnet/src/Microsoft.Agents.AI/TextSearchProviderOptions.cs
@@ -86,7 +86,16 @@ public sealed class TextSearchProviderOptions
/// When , the provider defaults to including only
/// messages.
///
- public Func, IEnumerable>? StorageInputMessageFilter { get; set; }
+ public Func, IEnumerable>? StorageInputRequestMessageFilter { get; set; }
+
+ ///
+ /// Gets or sets an optional filter function applied to response messages when updating the recent message
+ /// memory during .
+ ///
+ ///
+ /// When , the provider defaults to including all messages.
+ ///
+ public Func, IEnumerable>? StorageInputResponseMessageFilter { get; set; }
///
/// Gets or sets the list of types to filter recent messages to
diff --git a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/AIContextProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/AIContextProviderTests.cs
index 811f9a3216..0e664d1ac9 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/AIContextProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/AIContextProviderTests.cs
@@ -543,7 +543,9 @@ public class AIContextProviderTests
var storedRequest = provider.LastStoredContext!.RequestMessages.ToList();
Assert.Single(storedRequest);
Assert.Equal("External", storedRequest[0].Text);
- Assert.Same(responseMessages, provider.LastStoredContext.ResponseMessages);
+ var storedResponse = provider.LastStoredContext.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Response", storedResponse[0].Text);
}
[Fact]
@@ -565,13 +567,14 @@ public class AIContextProviderTests
{
// Arrange - filter that only keeps System messages
var provider = new TestAIContextProvider(
- storeInputMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.System));
+ storeInputRequestMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.System),
+ storeInputResponseMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.Assistant));
var messages = new[]
{
new ChatMessage(ChatRole.User, "User msg"),
new ChatMessage(ChatRole.System, "System msg")
};
- var context = new AIContextProvider.InvokedContext(s_mockAgent, s_mockSession, messages, [new ChatMessage(ChatRole.Assistant, "Response")]);
+ var context = new AIContextProvider.InvokedContext(s_mockAgent, s_mockSession, messages, [new ChatMessage(ChatRole.Assistant, "Response"), new ChatMessage(ChatRole.Tool, "Response")]);
// Act
await provider.InvokedAsync(context);
@@ -581,6 +584,9 @@ public class AIContextProviderTests
var storedRequest = provider.LastStoredContext!.RequestMessages.ToList();
Assert.Single(storedRequest);
Assert.Equal("System msg", storedRequest[0].Text);
+ var storedResponse = provider.LastStoredContext.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Response", storedResponse[0].Text);
}
[Fact]
@@ -605,6 +611,87 @@ public class AIContextProviderTests
Assert.Equal("External", storedRequest[0].Text);
}
+ [Fact]
+ public async Task InvokedCoreAsync_DefaultResponseFilterPassesAllResponseMessagesAsync()
+ {
+ // Arrange
+ var provider = new TestAIContextProvider();
+ var requestMessages = new[] { new ChatMessage(ChatRole.User, "Request") };
+ var externalResponse = new ChatMessage(ChatRole.Assistant, "ExternalResp");
+ var historyResponse = new ChatMessage(ChatRole.Assistant, "HistoryResp")
+ .WithAgentRequestMessageSource(AgentRequestMessageSourceType.ChatHistory, "src");
+ var contextResponse = new ChatMessage(ChatRole.Assistant, "ContextResp")
+ .WithAgentRequestMessageSource(AgentRequestMessageSourceType.AIContextProvider, "src");
+ var context = new AIContextProvider.InvokedContext(s_mockAgent, s_mockSession, requestMessages, [externalResponse, historyResponse, contextResponse]);
+
+ // Act
+ await provider.InvokedAsync(context);
+
+ // Assert - default response filter is a noop, so all response messages are kept
+ Assert.NotNull(provider.LastStoredContext);
+ var storedResponse = provider.LastStoredContext!.ResponseMessages!.ToList();
+ Assert.Equal(3, storedResponse.Count);
+ Assert.Equal("ExternalResp", storedResponse[0].Text);
+ Assert.Equal("HistoryResp", storedResponse[1].Text);
+ Assert.Equal("ContextResp", storedResponse[2].Text);
+ }
+
+ [Fact]
+ public async Task InvokedCoreAsync_UsesCustomResponseFilterAsync()
+ {
+ // Arrange - response filter that only keeps Assistant messages with specific text
+ var provider = new TestAIContextProvider(
+ storeInputResponseMessageFilter: msgs => msgs.Where(m => m.Text == "Keep"));
+ var requestMessages = new[] { new ChatMessage(ChatRole.User, "Request") };
+ var responseMessages = new[]
+ {
+ new ChatMessage(ChatRole.Assistant, "Keep"),
+ new ChatMessage(ChatRole.Assistant, "Drop")
+ };
+ var context = new AIContextProvider.InvokedContext(s_mockAgent, s_mockSession, requestMessages, responseMessages);
+
+ // Act
+ await provider.InvokedAsync(context);
+
+ // Assert
+ Assert.NotNull(provider.LastStoredContext);
+ var storedResponse = provider.LastStoredContext!.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Keep", storedResponse[0].Text);
+ }
+
+ [Fact]
+ public async Task InvokedCoreAsync_RequestAndResponseFiltersOperateIndependentlyAsync()
+ {
+ // Arrange - different filters for request and response
+ var provider = new TestAIContextProvider(
+ storeInputRequestMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.System),
+ storeInputResponseMessageFilter: msgs => msgs.Where(m => m.Text == "Resp1"));
+ var requestMessages = new[]
+ {
+ new ChatMessage(ChatRole.User, "User"),
+ new ChatMessage(ChatRole.System, "System")
+ };
+ var responseMessages = new[]
+ {
+ new ChatMessage(ChatRole.Assistant, "Resp1"),
+ new ChatMessage(ChatRole.Assistant, "Resp2")
+ };
+ var context = new AIContextProvider.InvokedContext(s_mockAgent, s_mockSession, requestMessages, responseMessages);
+
+ // Act
+ await provider.InvokedAsync(context);
+
+ // Assert - request filter kept only System, response filter kept only Resp1
+ Assert.NotNull(provider.LastStoredContext);
+ var storedRequest = provider.LastStoredContext!.RequestMessages.ToList();
+ Assert.Single(storedRequest);
+ Assert.Equal("System", storedRequest[0].Text);
+ var storedResponse = provider.LastStoredContext!.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Resp1", storedResponse[0].Text);
+ }
+
#endregion
private sealed class TestAIContextProvider : AIContextProvider
@@ -620,8 +707,9 @@ public class AIContextProviderTests
AIContext? provideContext = null,
bool captureFilteredContext = false,
Func, IEnumerable>? provideInputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : base(provideInputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : base(provideInputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
this._provideContext = provideContext;
this._captureFilteredContext = captureFilteredContext;
diff --git a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/ChatHistoryProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/ChatHistoryProviderTests.cs
index 5df661f009..ed4e4823b3 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/ChatHistoryProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/ChatHistoryProviderTests.cs
@@ -439,7 +439,9 @@ public class ChatHistoryProviderTests
var storedRequest = provider.LastStoredContext!.RequestMessages.ToList();
Assert.Single(storedRequest);
Assert.Equal("External", storedRequest[0].Text);
- Assert.Same(responseMessages, provider.LastStoredContext.ResponseMessages);
+ var storedResponse = provider.LastStoredContext.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Response", storedResponse[0].Text);
}
[Fact]
@@ -461,13 +463,14 @@ public class ChatHistoryProviderTests
{
// Arrange - filter that only keeps System messages
var provider = new TestChatHistoryProvider(
- storeInputMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.System));
+ storeInputRequestMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.System),
+ storeInputResponseMessageFilter: msgs => msgs.Where(m => m.Role == ChatRole.Assistant));
var messages = new[]
{
new ChatMessage(ChatRole.User, "User msg"),
new ChatMessage(ChatRole.System, "System msg")
};
- var context = new ChatHistoryProvider.InvokedContext(s_mockAgent, s_mockSession, messages, [new ChatMessage(ChatRole.Assistant, "Response")]);
+ var context = new ChatHistoryProvider.InvokedContext(s_mockAgent, s_mockSession, messages, [new ChatMessage(ChatRole.Assistant, "Response"), new ChatMessage(ChatRole.Tool, "Response")]);
// Act
await provider.InvokedAsync(context);
@@ -477,6 +480,9 @@ public class ChatHistoryProviderTests
var storedRequest = provider.LastStoredContext!.RequestMessages.ToList();
Assert.Single(storedRequest);
Assert.Equal("System msg", storedRequest[0].Text);
+ var storedResponse = provider.LastStoredContext.ResponseMessages!.ToList();
+ Assert.Single(storedResponse);
+ Assert.Equal("Response", storedResponse[0].Text);
}
[Fact]
@@ -529,8 +535,9 @@ public class ChatHistoryProviderTests
public TestChatHistoryProvider(
IEnumerable? provideMessages = null,
Func, IEnumerable>? provideOutputMessageFilter = null,
- Func, IEnumerable>? storeInputMessageFilter = null)
- : base(provideOutputMessageFilter, storeInputMessageFilter)
+ Func, IEnumerable>? storeInputRequestMessageFilter = null,
+ Func, IEnumerable>? storeInputResponseMessageFilter = null)
+ : base(provideOutputMessageFilter, storeInputRequestMessageFilter, storeInputResponseMessageFilter)
{
this._provideMessages = provideMessages;
}
diff --git a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/InMemoryChatHistoryProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/InMemoryChatHistoryProviderTests.cs
index ebe1131ab7..147ceaf195 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/InMemoryChatHistoryProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/InMemoryChatHistoryProviderTests.cs
@@ -418,7 +418,7 @@ public class InMemoryChatHistoryProviderTests
var session = CreateMockSession();
var provider = new InMemoryChatHistoryProvider(new InMemoryChatHistoryProviderOptions
{
- StorageInputMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() == AgentRequestMessageSourceType.External)
+ StorageInputRequestMessageFilter = messages => messages.Where(m => m.GetAgentRequestMessageSourceType() == AgentRequestMessageSourceType.External)
});
var requestMessages = new List
{
diff --git a/dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/CosmosChatHistoryProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/CosmosChatHistoryProviderTests.cs
index a790b19cdd..736bf7f026 100644
--- a/dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/CosmosChatHistoryProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/CosmosChatHistoryProviderTests.cs
@@ -1004,7 +1004,7 @@ public sealed class CosmosChatHistoryProviderTests : IAsyncLifetime, IDisposable
s_testDatabaseId,
TestContainerId,
_ => new CosmosChatHistoryProvider.State(conversationId),
- storeInputMessageFilter: messages => messages.Where(m => m.GetAgentRequestMessageSourceType() == AgentRequestMessageSourceType.External));
+ storeInputRequestMessageFilter: messages => messages.Where(m => m.GetAgentRequestMessageSourceType() == AgentRequestMessageSourceType.External));
var requestMessages = new[]
{
diff --git a/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs
index 02e18f324e..9f9de9127b 100644
--- a/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs
@@ -530,7 +530,7 @@ public sealed class Mem0ProviderTests : IDisposable
var mockSession = new TestAgentSession();
var sut = new Mem0Provider(this._httpClient, _ => new Mem0Provider.State(storageScope), options: new Mem0ProviderOptions
{
- StorageInputMessageFilter = messages => messages // No filtering - store everything
+ StorageInputRequestMessageFilter = messages => messages // No filtering - store everything
});
var requestMessages = new List
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentOptionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentOptionsTests.cs
index 1798afb433..9f8894d5c2 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentOptionsTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentOptionsTests.cs
@@ -119,8 +119,8 @@ public class ChatClientAgentOptionsTests
const string Description = "Test description";
var tools = new List { AIFunctionFactory.Create(() => "test") };
- var mockChatHistoryProvider = new Mock(null, null).Object;
- var mockAIContextProvider = new Mock(null, null).Object;
+ var mockChatHistoryProvider = new Mock(null, null, null).Object;
+ var mockAIContextProvider = new Mock(null, null, null).Object;
var original = new ChatClientAgentOptions()
{
@@ -161,8 +161,8 @@ public class ChatClientAgentOptionsTests
public void Clone_WithoutProvidingChatOptions_ClonesCorrectly()
{
// Arrange
- var mockChatHistoryProvider = new Mock(null, null).Object;
- var mockAIContextProvider = new Mock(null, null).Object;
+ var mockChatHistoryProvider = new Mock(null, null, null).Object;
+ var mockAIContextProvider = new Mock(null, null, null).Object;
var original = new ChatClientAgentOptions
{
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentTests.cs
index 12446c89c0..9713a91c2c 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgentTests.cs
@@ -488,7 +488,7 @@ public partial class ChatClientAgentTests
})
.ReturnsAsync(new ChatResponse(responseMessages));
- var mockProvider = new Mock(null, null);
+ var mockProvider = new Mock(null, null, null);
mockProvider
.Protected()
.Setup>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -559,7 +559,7 @@ public partial class ChatClientAgentTests
It.IsAny()))
.Throws(new InvalidOperationException("downstream failure"));
- var mockProvider = new Mock(null, null);
+ var mockProvider = new Mock(null, null, null);
mockProvider
.Protected()
.Setup>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -617,7 +617,7 @@ public partial class ChatClientAgentTests
})
.ReturnsAsync(new ChatResponse([new(ChatRole.Assistant, "response")]));
- var mockProvider = new Mock(null, null);
+ var mockProvider = new Mock(null, null, null);
mockProvider
.Protected()
.Setup>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -677,7 +677,7 @@ public partial class ChatClientAgentTests
.ReturnsAsync(new ChatResponse(responseMessages));
// Provider 1: adds a system message and a tool
- var mockProvider1 = new Mock(null, null);
+ var mockProvider1 = new Mock(null, null, null);
mockProvider1.SetupGet(p => p.StateKey).Returns("Provider1");
mockProvider1
.Protected()
@@ -696,7 +696,7 @@ public partial class ChatClientAgentTests
// Provider 2: adds another system message and verifies it receives accumulated context from provider 1
AIContext? provider2ReceivedContext = null;
- var mockProvider2 = new Mock(null, null);
+ var mockProvider2 = new Mock(null, null, null);
mockProvider2.SetupGet(p => p.StateKey).Returns("Provider2");
mockProvider2
.Protected()
@@ -784,7 +784,7 @@ public partial class ChatClientAgentTests
It.IsAny()))
.ThrowsAsync(new InvalidOperationException("downstream failure"));
- var mockProvider1 = new Mock(null, null);
+ var mockProvider1 = new Mock(null, null, null);
mockProvider1.SetupGet(p => p.StateKey).Returns("Provider1");
mockProvider1
.Protected()
@@ -801,7 +801,7 @@ public partial class ChatClientAgentTests
.Setup("InvokedCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
.Returns(new ValueTask());
- var mockProvider2 = new Mock(null, null);
+ var mockProvider2 = new Mock(null, null, null);
mockProvider2.SetupGet(p => p.StateKey).Returns("Provider2");
mockProvider2
.Protected()
@@ -869,7 +869,7 @@ public partial class ChatClientAgentTests
})
.Returns(ToAsyncEnumerableAsync(responseUpdates));
- var mockProvider1 = new Mock(null, null);
+ var mockProvider1 = new Mock(null, null, null);
mockProvider1.SetupGet(p => p.StateKey).Returns("Provider1");
mockProvider1
.Protected()
@@ -886,7 +886,7 @@ public partial class ChatClientAgentTests
.Setup("InvokedCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
.Returns(new ValueTask());
- var mockProvider2 = new Mock(null, null);
+ var mockProvider2 = new Mock(null, null, null);
mockProvider2.SetupGet(p => p.StateKey).Returns("Provider2");
mockProvider2
.Protected()
@@ -1828,7 +1828,7 @@ public partial class ChatClientAgentTests
})
.Returns(ToAsyncEnumerableAsync(responseUpdates));
- var mockProvider = new Mock(null, null);
+ var mockProvider = new Mock(null, null, null);
mockProvider
.Protected()
.Setup>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -1907,7 +1907,7 @@ public partial class ChatClientAgentTests
It.IsAny()))
.Throws(new InvalidOperationException("downstream failure"));
- var mockProvider = new Mock(null, null);
+ var mockProvider = new Mock(null, null, null);
mockProvider
.Protected()
.Setup>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
index 64835f2b2f..ebb1791dfd 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
@@ -338,7 +338,7 @@ public class ChatClientAgent_BackgroundResponsesTests
List capturedMessages = [];
// Create a mock chat history provider that would normally provide messages
- var mockChatHistoryProvider = new Mock(null, null);
+ var mockChatHistoryProvider = new Mock(null, null, null);
mockChatHistoryProvider.SetupGet(p => p.StateKey).Returns("ChatHistoryProvider");
mockChatHistoryProvider
.Protected()
@@ -346,7 +346,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.ReturnsAsync([new(ChatRole.User, "Message from chat history provider")]);
// Create a mock AI context provider that would normally provide context
- var mockContextProvider = new Mock(null, null);
+ var mockContextProvider = new Mock(null, null, null);
mockContextProvider.SetupGet(p => p.StateKey).Returns("Provider1");
mockContextProvider
.Protected()
@@ -407,7 +407,7 @@ public class ChatClientAgent_BackgroundResponsesTests
List capturedMessages = [];
// Create a mock chat history provider that would normally provide messages
- var mockChatHistoryProvider = new Mock(null, null);
+ var mockChatHistoryProvider = new Mock(null, null, null);
mockChatHistoryProvider.SetupGet(p => p.StateKey).Returns("ChatHistoryProvider");
mockChatHistoryProvider
.Protected()
@@ -415,7 +415,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.ReturnsAsync([new(ChatRole.User, "Message from chat history provider")]);
// Create a mock AI context provider that would normally provide context
- var mockContextProvider = new Mock(null, null);
+ var mockContextProvider = new Mock(null, null, null);
mockContextProvider.SetupGet(p => p.StateKey).Returns("Provider1");
mockContextProvider
.Protected()
@@ -638,7 +638,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.Returns(ToAsyncEnumerableAsync(returnUpdates));
List capturedMessagesAddedToProvider = [];
- var mockChatHistoryProvider = new Mock(null, null);
+ var mockChatHistoryProvider = new Mock(null, null, null);
mockChatHistoryProvider.SetupGet(p => p.StateKey).Returns("ChatHistoryProvider");
mockChatHistoryProvider
.Protected()
@@ -647,7 +647,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.Returns(new ValueTask());
AIContextProvider.InvokedContext? capturedInvokedContext = null;
- var mockContextProvider = new Mock(null, null);
+ var mockContextProvider = new Mock(null, null, null);
mockContextProvider.SetupGet(p => p.StateKey).Returns("Provider1");
mockContextProvider
.Protected()
@@ -702,7 +702,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.Returns(ToAsyncEnumerableAsync(Array.Empty()));
List capturedMessagesAddedToProvider = [];
- var mockChatHistoryProvider = new Mock(null, null);
+ var mockChatHistoryProvider = new Mock(null, null, null);
mockChatHistoryProvider.SetupGet(p => p.StateKey).Returns("ChatHistoryProvider");
mockChatHistoryProvider
.Protected()
@@ -711,7 +711,7 @@ public class ChatClientAgent_BackgroundResponsesTests
.Returns(new ValueTask());
AIContextProvider.InvokedContext? capturedInvokedContext = null;
- var mockContextProvider = new Mock(null, null);
+ var mockContextProvider = new Mock(null, null, null);
mockContextProvider.SetupGet(p => p.StateKey).Returns("Provider1");
mockContextProvider
.Protected()
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_ChatHistoryManagementTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_ChatHistoryManagementTests.cs
index 4d8326269a..59062cf49f 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_ChatHistoryManagementTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_ChatHistoryManagementTests.cs
@@ -185,7 +185,7 @@ public class ChatClientAgent_ChatHistoryManagementTests
It.IsAny(),
It.IsAny())).ReturnsAsync(new ChatResponse([new(ChatRole.Assistant, "response")]));
- Mock mockChatHistoryProvider = new(null, null);
+ Mock mockChatHistoryProvider = new(null, null, null);
mockChatHistoryProvider
.Protected()
.Setup>>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -240,7 +240,7 @@ public class ChatClientAgent_ChatHistoryManagementTests
It.IsAny(),
It.IsAny())).Throws(new InvalidOperationException("Test Error"));
- Mock mockChatHistoryProvider = new(null, null);
+ Mock mockChatHistoryProvider = new(null, null, null);
mockChatHistoryProvider
.Protected()
.Setup>>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -429,7 +429,7 @@ public class ChatClientAgent_ChatHistoryManagementTests
It.IsAny())).ReturnsAsync(new ChatResponse([new(ChatRole.Assistant, "response")]));
// Arrange a chat history provider to override the factory provided one.
- Mock mockOverrideChatHistoryProvider = new(null, null);
+ Mock mockOverrideChatHistoryProvider = new(null, null, null);
mockOverrideChatHistoryProvider
.Protected()
.Setup>>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
@@ -442,7 +442,7 @@ public class ChatClientAgent_ChatHistoryManagementTests
// Arrange a chat history provider to provide to the agent at construction time.
// This one shouldn't be used since it is being overridden.
- Mock mockAgentOptionsChatHistoryProvider = new(null, null);
+ Mock mockAgentOptionsChatHistoryProvider = new(null, null, null);
mockAgentOptionsChatHistoryProvider
.Protected()
.Setup>>("InvokingCoreAsync", ItExpr.IsAny(), ItExpr.IsAny())
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs
index 46c56fc483..a0d6bbb35f 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs
@@ -467,7 +467,7 @@ public sealed class TextSearchProviderTests
{
RecentMessageMemoryLimit = 10,
RecentMessageRolesIncluded = [ChatRole.User, ChatRole.System],
- StorageInputMessageFilter = messages => messages // No filtering - store everything
+ StorageInputRequestMessageFilter = messages => messages // No filtering - store everything
};
string? capturedInput = null;
Task> SearchDelegateAsync(string input, CancellationToken ct)
diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Memory/ChatHistoryMemoryProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Memory/ChatHistoryMemoryProviderTests.cs
index ff5d709202..a0657d5a47 100644
--- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Memory/ChatHistoryMemoryProviderTests.cs
+++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Memory/ChatHistoryMemoryProviderTests.cs
@@ -687,7 +687,7 @@ public class ChatHistoryMemoryProviderTests
_ => new ChatHistoryMemoryProvider.State(new ChatHistoryMemoryProviderScope { UserId = "UID" }),
options: new ChatHistoryMemoryProviderOptions
{
- StorageInputMessageFilter = messages => messages // No filtering - store everything
+ StorageInputRequestMessageFilter = messages => messages // No filtering - store everything
});
var requestMessages = new List
From c37f74f898c594b28b941ec12c41b0f72e09fca2 Mon Sep 17 00:00:00 2001
From: Eduard van Valkenburg
Date: Tue, 3 Mar 2026 13:29:32 +0100
Subject: [PATCH 014/149] Python: Add Azure Cosmos history provider package
(#4271)
* Created cosmos history provider
* add marker
* Python: address Cosmos PR feedback
- address provider/test/sample review feedback and cleanup typing
- add cosmos integration test coverage and skip gating
- add dedicated cosmos emulator jobs to python merge/integration workflows
- switch cosmos workflow execution to package poe integration-tests task
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Python: handle empty Cosmos session id
- replace default partition fallback for empty session_id
- log warning and generate GUID when session_id is empty
- update unit tests to validate GUID fallback behavior
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* fix sample
* fix cross partition query
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../workflows/python-integration-tests.yml | 48 +-
.github/workflows/python-merge-tests.yml | 62 ++
python/packages/azure-cosmos/AGENTS.md | 28 +
python/packages/azure-cosmos/LICENSE | 21 +
python/packages/azure-cosmos/README.md | 38 +
.../agent_framework_azure_cosmos/__init__.py | 15 +
.../_history_provider.py | 269 +++++
python/packages/azure-cosmos/pyproject.toml | 93 ++
.../packages/azure-cosmos/samples/README.md | 20 +
.../packages/azure-cosmos/samples/__init__.py | 3 +
.../samples/cosmos_history_provider.py | 100 ++
.../tests/test_cosmos_history_provider.py | 409 ++++++++
python/pyproject.toml | 3 +
python/uv.lock | 952 ++++++++++--------
14 files changed, 1616 insertions(+), 445 deletions(-)
create mode 100644 python/packages/azure-cosmos/AGENTS.md
create mode 100644 python/packages/azure-cosmos/LICENSE
create mode 100644 python/packages/azure-cosmos/README.md
create mode 100644 python/packages/azure-cosmos/agent_framework_azure_cosmos/__init__.py
create mode 100644 python/packages/azure-cosmos/agent_framework_azure_cosmos/_history_provider.py
create mode 100644 python/packages/azure-cosmos/pyproject.toml
create mode 100644 python/packages/azure-cosmos/samples/README.md
create mode 100644 python/packages/azure-cosmos/samples/__init__.py
create mode 100644 python/packages/azure-cosmos/samples/cosmos_history_provider.py
create mode 100644 python/packages/azure-cosmos/tests/test_cosmos_history_provider.py
diff --git a/.github/workflows/python-integration-tests.yml b/.github/workflows/python-integration-tests.yml
index 56525b442e..df0e0cdc09 100644
--- a/.github/workflows/python-integration-tests.yml
+++ b/.github/workflows/python-integration-tests.yml
@@ -247,6 +247,51 @@ jobs:
timeout-minutes: 15
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
+ # Azure Cosmos integration tests
+ python-tests-cosmos:
+ name: Python Integration Tests - Cosmos
+ runs-on: ubuntu-latest
+ environment: integration
+ timeout-minutes: 60
+ services:
+ cosmosdb:
+ image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview
+ ports:
+ - 8081:8081
+ env:
+ AZURE_COSMOS_ENDPOINT: "http://localhost:8081/"
+ # Static Azure Cosmos DB emulator key (documented): https://learn.microsoft.com/en-us/azure/cosmos-db/emulator
+ AZURE_COSMOS_KEY: "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
+ AZURE_COSMOS_DATABASE_NAME: "agent-framework-cosmos-it-db"
+ AZURE_COSMOS_CONTAINER_NAME: "agent-framework-cosmos-it-container"
+ defaults:
+ run:
+ working-directory: python
+ steps:
+ - uses: actions/checkout@v6
+ with:
+ ref: ${{ inputs.checkout-ref }}
+ persist-credentials: false
+ - name: Set up python and install the project
+ id: python-setup
+ uses: ./.github/actions/python-setup
+ with:
+ python-version: ${{ env.UV_PYTHON }}
+ os: ${{ runner.os }}
+ - name: Wait for Cosmos DB emulator
+ run: |
+ for i in {1..60}; do
+ if curl --silent --show-error http://localhost:8081/ > /dev/null; then
+ echo "Cosmos DB emulator is ready."
+ exit 0
+ fi
+ sleep 2
+ done
+ echo "Cosmos DB emulator did not become ready in time." >&2
+ exit 1
+ - name: Test with pytest (Cosmos integration)
+ run: uv run --directory packages/azure-cosmos poe integration-tests -n logical --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
+
python-integration-tests-check:
if: always()
runs-on: ubuntu-latest
@@ -257,7 +302,8 @@ jobs:
python-tests-azure-openai,
python-tests-misc-integration,
python-tests-functions,
- python-tests-azure-ai
+ python-tests-azure-ai,
+ python-tests-cosmos
]
steps:
- name: Fail workflow if tests failed
diff --git a/.github/workflows/python-merge-tests.yml b/.github/workflows/python-merge-tests.yml
index 6d169948db..e3fe1623d6 100644
--- a/.github/workflows/python-merge-tests.yml
+++ b/.github/workflows/python-merge-tests.yml
@@ -38,6 +38,7 @@ jobs:
miscChanged: ${{ steps.filter.outputs.misc }}
functionsChanged: ${{ steps.filter.outputs.functions }}
azureAiChanged: ${{ steps.filter.outputs.azure-ai }}
+ cosmosChanged: ${{ steps.filter.outputs.cosmos }}
steps:
- uses: actions/checkout@v6
- uses: dorny/paths-filter@v3
@@ -67,6 +68,8 @@ jobs:
- 'python/packages/durabletask/**'
azure-ai:
- 'python/packages/azure-ai/**'
+ cosmos:
+ - 'python/packages/azure-cosmos/**'
# run only if 'python' files were changed
- name: python tests
if: steps.filter.outputs.python == 'true'
@@ -390,6 +393,64 @@ jobs:
# TODO: Add python-tests-lab
+ # Azure Cosmos integration tests
+ python-tests-cosmos:
+ name: Python Tests - Cosmos Integration
+ needs: paths-filter
+ if: >
+ github.event_name != 'pull_request' &&
+ needs.paths-filter.outputs.pythonChanges == 'true' &&
+ (github.event_name != 'merge_group' ||
+ needs.paths-filter.outputs.cosmosChanged == 'true' ||
+ needs.paths-filter.outputs.coreChanged == 'true')
+ runs-on: ubuntu-latest
+ environment: integration
+ services:
+ cosmosdb:
+ image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview
+ ports:
+ - 8081:8081
+ env:
+ AZURE_COSMOS_ENDPOINT: "http://localhost:8081/"
+ # Static Azure Cosmos DB emulator key (documented): https://learn.microsoft.com/en-us/azure/cosmos-db/emulator
+ AZURE_COSMOS_KEY: "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
+ AZURE_COSMOS_DATABASE_NAME: "agent-framework-cosmos-it-db"
+ AZURE_COSMOS_CONTAINER_NAME: "agent-framework-cosmos-it-container"
+ defaults:
+ run:
+ working-directory: python
+ steps:
+ - uses: actions/checkout@v6
+ - name: Set up python and install the project
+ id: python-setup
+ uses: ./.github/actions/python-setup
+ with:
+ python-version: ${{ env.UV_PYTHON }}
+ os: ${{ runner.os }}
+ - name: Wait for Cosmos DB emulator
+ run: |
+ for i in {1..60}; do
+ if curl --silent --show-error http://localhost:8081/ > /dev/null; then
+ echo "Cosmos DB emulator is ready."
+ exit 0
+ fi
+ sleep 2
+ done
+ echo "Cosmos DB emulator did not become ready in time." >&2
+ exit 1
+ - name: Test with pytest (Cosmos integration)
+ run: uv run --directory packages/azure-cosmos poe integration-tests -n logical --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
+ working-directory: ./python
+ - name: Surface failing tests
+ if: always()
+ uses: pmeier/pytest-results-action@v0.7.2
+ with:
+ path: ./python/**.xml
+ summary: true
+ display-options: fEX
+ fail-on-empty: false
+ title: Cosmos integration test results
+
python-integration-tests-check:
if: always()
runs-on: ubuntu-latest
@@ -401,6 +462,7 @@ jobs:
python-tests-misc-integration,
python-tests-functions,
python-tests-azure-ai,
+ python-tests-cosmos,
]
steps:
- name: Fail workflow if tests failed
diff --git a/python/packages/azure-cosmos/AGENTS.md b/python/packages/azure-cosmos/AGENTS.md
new file mode 100644
index 0000000000..7cb0c2c717
--- /dev/null
+++ b/python/packages/azure-cosmos/AGENTS.md
@@ -0,0 +1,28 @@
+# Azure Cosmos DB Package (agent-framework-azure-cosmos)
+
+Azure Cosmos DB history provider integration for Agent Framework.
+
+## Main Classes
+
+- **`CosmosHistoryProvider`** - Persistent conversation history storage backed by Azure Cosmos DB
+
+## Usage
+
+```python
+from agent_framework_azure_cosmos import CosmosHistoryProvider
+
+provider = CosmosHistoryProvider(
+ endpoint="https://.documents.azure.com:443/",
+ credential="",
+ database_name="agent-framework",
+ container_name="chat-history",
+)
+```
+
+Container name is configured on the provider. `session_id` is used as the partition key.
+
+## Import Path
+
+```python
+from agent_framework_azure_cosmos import CosmosHistoryProvider
+```
diff --git a/python/packages/azure-cosmos/LICENSE b/python/packages/azure-cosmos/LICENSE
new file mode 100644
index 0000000000..9e841e7a26
--- /dev/null
+++ b/python/packages/azure-cosmos/LICENSE
@@ -0,0 +1,21 @@
+ MIT License
+
+ Copyright (c) Microsoft Corporation.
+
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
+ in the Software without restriction, including without limitation the rights
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+
+ The above copyright notice and this permission notice shall be included in all
+ copies or substantial portions of the Software.
+
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ SOFTWARE
diff --git a/python/packages/azure-cosmos/README.md b/python/packages/azure-cosmos/README.md
new file mode 100644
index 0000000000..198376bcbb
--- /dev/null
+++ b/python/packages/azure-cosmos/README.md
@@ -0,0 +1,38 @@
+# Get Started with Microsoft Agent Framework Azure Cosmos DB
+
+Please install this package via pip:
+
+```bash
+pip install agent-framework-azure-cosmos --pre
+```
+
+## Azure Cosmos DB History Provider
+
+The Azure Cosmos DB integration provides `CosmosHistoryProvider` for persistent conversation history storage.
+
+### Basic Usage Example
+
+```python
+from azure.identity.aio import DefaultAzureCredential
+from agent_framework_azure_cosmos import CosmosHistoryProvider
+
+provider = CosmosHistoryProvider(
+ endpoint="https://.documents.azure.com:443/",
+ credential=DefaultAzureCredential(),
+ database_name="agent-framework",
+ container_name="chat-history",
+)
+```
+
+Credentials follow the same pattern used by other Azure connectors in the repository:
+
+- Pass a credential object (for example `DefaultAzureCredential`)
+- Or pass a key string directly
+- Or set `AZURE_COSMOS_KEY` in the environment
+
+Container naming behavior:
+
+- Container name is configured on the provider (`container_name` or `AZURE_COSMOS_CONTAINER_NAME`)
+- `session_id` is used as the Cosmos partition key for reads/writes
+
+See `samples/cosmos_history_provider.py` for a runnable package-local example.
diff --git a/python/packages/azure-cosmos/agent_framework_azure_cosmos/__init__.py b/python/packages/azure-cosmos/agent_framework_azure_cosmos/__init__.py
new file mode 100644
index 0000000000..5bcfb3928b
--- /dev/null
+++ b/python/packages/azure-cosmos/agent_framework_azure_cosmos/__init__.py
@@ -0,0 +1,15 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+import importlib.metadata
+
+from ._history_provider import CosmosHistoryProvider
+
+try:
+ __version__ = importlib.metadata.version(__name__)
+except importlib.metadata.PackageNotFoundError:
+ __version__ = "0.0.0" # Fallback for development mode
+
+__all__ = [
+ "CosmosHistoryProvider",
+ "__version__",
+]
diff --git a/python/packages/azure-cosmos/agent_framework_azure_cosmos/_history_provider.py b/python/packages/azure-cosmos/agent_framework_azure_cosmos/_history_provider.py
new file mode 100644
index 0000000000..5b802bde9f
--- /dev/null
+++ b/python/packages/azure-cosmos/agent_framework_azure_cosmos/_history_provider.py
@@ -0,0 +1,269 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+"""Azure Cosmos DB history provider."""
+
+from __future__ import annotations
+
+import logging
+import time
+import uuid
+from collections.abc import Sequence
+from typing import Any, ClassVar, TypedDict
+
+from agent_framework import AGENT_FRAMEWORK_USER_AGENT, Message
+from agent_framework._sessions import BaseHistoryProvider
+from agent_framework._settings import SecretString, load_settings
+from agent_framework.azure._entra_id_authentication import AzureCredentialTypes
+from azure.cosmos import PartitionKey
+from azure.cosmos.aio import ContainerProxy, CosmosClient, DatabaseProxy
+
+logger = logging.getLogger(__name__)
+
+
+class AzureCosmosHistorySettings(TypedDict, total=False):
+ """Settings for CosmosHistoryProvider resolved from args and environment."""
+
+ endpoint: str | None
+ database_name: str | None
+ container_name: str | None
+ key: SecretString | None
+
+
+class CosmosHistoryProvider(BaseHistoryProvider):
+ """Azure Cosmos DB-backed history provider using BaseHistoryProvider hooks."""
+
+ DEFAULT_SOURCE_ID: ClassVar[str] = "azure_cosmos_history"
+ _BATCH_OPERATION_LIMIT: ClassVar[int] = 100
+
+ def __init__(
+ self,
+ source_id: str = DEFAULT_SOURCE_ID,
+ *,
+ load_messages: bool = True,
+ store_outputs: bool = True,
+ store_inputs: bool = True,
+ store_context_messages: bool = False,
+ store_context_from: set[str] | None = None,
+ endpoint: str | None = None,
+ database_name: str | None = None,
+ container_name: str | None = None,
+ credential: str | AzureCredentialTypes | None = None,
+ cosmos_client: CosmosClient | None = None,
+ container_client: ContainerProxy | None = None,
+ env_file_path: str | None = None,
+ env_file_encoding: str | None = None,
+ ) -> None:
+ """Initialize the Azure Cosmos DB history provider.
+
+ Args:
+ source_id: Unique identifier for this provider instance.
+ load_messages: Whether to load messages before invocation.
+ store_outputs: Whether to store response messages.
+ store_inputs: Whether to store input messages.
+ store_context_messages: Whether to store context from other providers.
+ store_context_from: If set, only store context from these source_ids.
+ endpoint: Cosmos DB account endpoint.
+ Can be set via ``AZURE_COSMOS_ENDPOINT``.
+ database_name: Cosmos DB database name.
+ Can be set via ``AZURE_COSMOS_DATABASE_NAME``.
+ container_name: Cosmos DB container name.
+ Can be set via ``AZURE_COSMOS_CONTAINER_NAME``.
+ credential: Credential to authenticate with Cosmos DB.
+ Supports key string and Azure credential objects.
+ Can be set via ``AZURE_COSMOS_KEY`` when omitted.
+ cosmos_client: Pre-created Cosmos async client.
+ container_client: Pre-created Cosmos container client for fixed-container usage.
+ env_file_path: Path to environment file for loading settings.
+ env_file_encoding: Encoding of the environment file.
+ """
+ super().__init__(
+ source_id,
+ load_messages=load_messages,
+ store_outputs=store_outputs,
+ store_inputs=store_inputs,
+ store_context_messages=store_context_messages,
+ store_context_from=store_context_from,
+ )
+
+ self._cosmos_client: CosmosClient | None = cosmos_client
+ self._container_proxy: ContainerProxy | None = container_client
+ self._owns_client = False
+ self._database_client: DatabaseProxy | None = None
+
+ if self._container_proxy is not None:
+ self.database_name: str = database_name or ""
+ self.container_name: str = container_name or ""
+ return
+
+ required_fields: list[str] = ["database_name", "container_name"]
+ if cosmos_client is None:
+ required_fields.append("endpoint")
+ if credential is None:
+ required_fields.append("key")
+
+ settings = load_settings(
+ AzureCosmosHistorySettings,
+ env_prefix="AZURE_COSMOS_",
+ required_fields=required_fields,
+ endpoint=endpoint,
+ database_name=database_name,
+ container_name=container_name,
+ key=credential if isinstance(credential, str) else None,
+ env_file_path=env_file_path,
+ env_file_encoding=env_file_encoding,
+ )
+ self.database_name = settings["database_name"] # type: ignore[assignment]
+ self.container_name = settings["container_name"] # type: ignore[assignment]
+ if self._cosmos_client is None:
+ self._cosmos_client = CosmosClient(
+ url=settings["endpoint"], # type: ignore[arg-type]
+ credential=credential or settings["key"].get_secret_value(), # type: ignore[arg-type,union-attr]
+ user_agent_suffix=AGENT_FRAMEWORK_USER_AGENT,
+ )
+ self._owns_client = True
+
+ self._database_client = self._cosmos_client.get_database_client(self.database_name)
+
+
+ async def get_messages(self, session_id: str | None, **kwargs: Any) -> list[Message]:
+ """Retrieve stored messages for this session from Azure Cosmos DB."""
+ await self._ensure_container_proxy()
+ session_key = self._session_partition_key(session_id)
+
+ query = (
+ "SELECT c.message FROM c "
+ "WHERE c.session_id = @session_id AND c.source_id = @source_id "
+ "ORDER BY c.sort_key ASC"
+ )
+ parameters: list[dict[str, object]] = [
+ {"name": "@session_id", "value": session_key},
+ {"name": "@source_id", "value": self.source_id},
+ ]
+ items = self._container_proxy.query_items( # type: ignore[union-attr]
+ query=query, parameters=parameters, partition_key=session_key
+ )
+
+ messages: list[Message] = []
+ async for item in items:
+ message_payload = item.get("message")
+ if isinstance(message_payload, dict):
+ messages.append(Message.from_dict(message_payload))
+
+ return messages
+
+ async def save_messages(self, session_id: str | None, messages: Sequence[Message], **kwargs: Any) -> None:
+ """Persist messages for this session to Azure Cosmos DB."""
+ if not messages:
+ return
+
+ await self._ensure_container_proxy()
+ session_key = self._session_partition_key(session_id)
+
+ base_sort_key = time.time_ns()
+ operations: list[tuple[str, tuple[dict[str, Any]]]] = []
+ for index, message in enumerate(messages):
+ document = {
+ "id": str(uuid.uuid4()),
+ "session_id": session_key,
+ "sort_key": base_sort_key + index,
+ "source_id": self.source_id,
+ "message": message.to_dict(),
+ }
+ operations.append(("upsert", (document,)))
+
+ for start in range(0, len(operations), self._BATCH_OPERATION_LIMIT):
+ batch = operations[start : start + self._BATCH_OPERATION_LIMIT]
+ await self._container_proxy.execute_item_batch( # type: ignore[union-attr]
+ batch_operations=batch, partition_key=session_key
+ )
+
+ async def clear(self, session_id: str | None) -> None:
+ """Clear all messages for a session from Azure Cosmos DB."""
+ await self._ensure_container_proxy()
+ session_key = self._session_partition_key(session_id)
+ query = "SELECT c.id FROM c WHERE c.session_id = @session_id AND c.source_id = @source_id"
+ parameters: list[dict[str, object]] = [
+ {"name": "@session_id", "value": session_key},
+ {"name": "@source_id", "value": self.source_id},
+ ]
+ items = self._container_proxy.query_items( # type: ignore[union-attr]
+ query=query, parameters=parameters, partition_key=session_key
+ )
+
+ delete_operations: list[tuple[str, tuple[str]]] = []
+ async for item in items:
+ item_id = item.get("id")
+ if isinstance(item_id, str):
+ delete_operations.append(("delete", (item_id,)))
+
+ for start in range(0, len(delete_operations), self._BATCH_OPERATION_LIMIT):
+ batch = delete_operations[start : start + self._BATCH_OPERATION_LIMIT]
+ await self._container_proxy.execute_item_batch( # type: ignore[union-attr]
+ batch_operations=batch, partition_key=session_key
+ )
+
+ async def list_sessions(self) -> list[str]:
+ """List all session IDs stored in this provider's Cosmos container."""
+ await self._ensure_container_proxy()
+ query = (
+ "SELECT DISTINCT VALUE c.session_id FROM c WHERE c.source_id = @source_id"
+ )
+ parameters: list[dict[str, object]] = [
+ {"name": "@source_id", "value": self.source_id}
+ ]
+ # without a partition key, it is automatically a cross-partition query
+ items = self._container_proxy.query_items(query=query, parameters=parameters) # type: ignore[union-attr]
+
+ session_ids: set[str] = set()
+ async for item in items:
+ if isinstance(item, str):
+ session_ids.add(item)
+ return sorted(session_ids)
+
+ async def close(self) -> None:
+ """Close the underlying Cosmos client when this provider owns it."""
+ if self._owns_client and self._cosmos_client is not None:
+ await self._cosmos_client.close()
+
+ async def __aenter__(self) -> CosmosHistoryProvider:
+ """Async context manager entry."""
+ return self
+
+ async def __aexit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_val: BaseException | None,
+ exc_tb: Any,
+ ) -> None:
+ """Async context manager exit."""
+ try:
+ await self.close()
+ except Exception:
+ if exc_type is None:
+ raise
+
+ async def _ensure_container_proxy(self) -> None:
+ """Get or create the Cosmos DB container for storing messages."""
+ if self._container_proxy is not None:
+ return
+ if self._database_client is None:
+ raise RuntimeError("Cosmos database client is not initialized.")
+
+ self._container_proxy = (
+ await self._database_client.create_container_if_not_exists(
+ id=self.container_name,
+ partition_key=PartitionKey(path="/session_id"),
+ )
+ )
+
+ @staticmethod
+ def _session_partition_key(session_id: str | None) -> str:
+ if session_id:
+ return session_id
+
+ generated_session_id = str(uuid.uuid4())
+ logger.warning(
+ "Received empty session_id; generated temporary session id '%s' for Cosmos partition key.",
+ generated_session_id,
+ )
+ return generated_session_id
diff --git a/python/packages/azure-cosmos/pyproject.toml b/python/packages/azure-cosmos/pyproject.toml
new file mode 100644
index 0000000000..8d48e43c05
--- /dev/null
+++ b/python/packages/azure-cosmos/pyproject.toml
@@ -0,0 +1,93 @@
+[project]
+name = "agent-framework-azure-cosmos"
+description = "Azure Cosmos DB history provider integration for Microsoft Agent Framework."
+authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
+readme = "README.md"
+requires-python = ">=3.10"
+version = "1.0.0b260219"
+license-files = ["LICENSE"]
+urls.homepage = "https://aka.ms/agent-framework"
+urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
+urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
+urls.issues = "https://github.com/microsoft/agent-framework/issues"
+classifiers = [
+ "License :: OSI Approved :: MIT License",
+ "Development Status :: 4 - Beta",
+ "Intended Audience :: Developers",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Python :: 3.10",
+ "Programming Language :: Python :: 3.11",
+ "Programming Language :: Python :: 3.12",
+ "Programming Language :: Python :: 3.13",
+ "Programming Language :: Python :: 3.14",
+ "Typing :: Typed",
+]
+dependencies = [
+ "agent-framework-core>=1.0.0rc1",
+ "azure-cosmos>=4.9.0",
+]
+
+[tool.uv]
+prerelease = "if-necessary-or-explicit"
+environments = [
+ "sys_platform == 'darwin'",
+ "sys_platform == 'linux'",
+ "sys_platform == 'win32'"
+]
+
+[tool.uv-dynamic-versioning]
+fallback-version = "0.0.0"
+
+[tool.pytest.ini_options]
+testpaths = 'tests'
+addopts = "-ra -q -r fEX"
+asyncio_mode = "auto"
+asyncio_default_fixture_loop_scope = "function"
+filterwarnings = [
+ "ignore:Support for class-based `config` is deprecated:DeprecationWarning:pydantic.*"
+]
+timeout = 120
+markers = [
+ "integration: marks tests as integration tests that require external services",
+]
+
+[tool.ruff]
+extend = "../../pyproject.toml"
+
+[tool.coverage.run]
+omit = [
+ "**/__init__.py"
+]
+
+[tool.pyright]
+extends = "../../pyproject.toml"
+
+[tool.mypy]
+plugins = ['pydantic.mypy']
+strict = true
+python_version = "3.10"
+ignore_missing_imports = true
+disallow_untyped_defs = true
+no_implicit_optional = true
+check_untyped_defs = true
+warn_return_any = true
+show_error_codes = true
+warn_unused_ignores = false
+disallow_incomplete_defs = true
+disallow_untyped_decorators = true
+
+[tool.bandit]
+targets = ["agent_framework_azure_cosmos"]
+exclude_dirs = ["tests"]
+
+[tool.poe]
+executor.type = "uv"
+include = "../../shared_tasks.toml"
+[tool.poe.tasks]
+mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_cosmos"
+test = "pytest --cov=agent_framework_azure_cosmos --cov-report=term-missing:skip-covered tests"
+integration-tests = "pytest tests/test_cosmos_history_provider.py -m integration"
+
+[build-system]
+requires = ["flit-core >= 3.11,<4.0"]
+build-backend = "flit_core.buildapi"
diff --git a/python/packages/azure-cosmos/samples/README.md b/python/packages/azure-cosmos/samples/README.md
new file mode 100644
index 0000000000..082a9c2cfe
--- /dev/null
+++ b/python/packages/azure-cosmos/samples/README.md
@@ -0,0 +1,20 @@
+# Azure Cosmos DB Package Samples
+
+This folder contains samples for `agent-framework-azure-cosmos`.
+
+| File | Description |
+| --- | --- |
+| [`cosmos_history_provider.py`](cosmos_history_provider.py) | Demonstrates an Agent using `CosmosHistoryProvider` with `AzureOpenAIResponsesClient` (project endpoint), provider-configured container name, and `session_id` partitioning. |
+
+## Prerequisites
+
+- `AZURE_COSMOS_ENDPOINT`
+- `AZURE_COSMOS_DATABASE_NAME`
+- `AZURE_COSMOS_CONTAINER_NAME`
+- `AZURE_COSMOS_KEY` (or equivalent credential flow)
+
+## Run
+
+```bash
+uv run --directory packages/azure-cosmos python samples/cosmos_history_provider.py
+```
diff --git a/python/packages/azure-cosmos/samples/__init__.py b/python/packages/azure-cosmos/samples/__init__.py
new file mode 100644
index 0000000000..516b9492f6
--- /dev/null
+++ b/python/packages/azure-cosmos/samples/__init__.py
@@ -0,0 +1,3 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+"""Samples for the Azure Cosmos history provider package."""
diff --git a/python/packages/azure-cosmos/samples/cosmos_history_provider.py b/python/packages/azure-cosmos/samples/cosmos_history_provider.py
new file mode 100644
index 0000000000..ea476f9837
--- /dev/null
+++ b/python/packages/azure-cosmos/samples/cosmos_history_provider.py
@@ -0,0 +1,100 @@
+# Copyright (c) Microsoft. All rights reserved.
+# ruff: noqa: T201
+
+import asyncio
+import os
+
+from agent_framework.azure import AzureOpenAIResponsesClient
+from agent_framework_azure_cosmos import CosmosHistoryProvider
+from azure.identity.aio import AzureCliCredential
+from dotenv import load_dotenv
+
+# Load environment variables from .env file.
+load_dotenv()
+
+"""
+This sample demonstrates CosmosHistoryProvider as an agent context provider.
+
+Key components:
+- AzureOpenAIResponsesClient configured with an Azure AI project endpoint
+- CosmosHistoryProvider configured for Cosmos DB-backed message history
+- Provider-configured container name with session_id as partition key
+
+Environment variables:
+ AZURE_AI_PROJECT_ENDPOINT
+ AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME
+ AZURE_COSMOS_ENDPOINT
+ AZURE_COSMOS_DATABASE_NAME
+ AZURE_COSMOS_CONTAINER_NAME
+Optional:
+ AZURE_COSMOS_KEY
+"""
+
+
+
+async def main() -> None:
+ """Run the Cosmos history provider sample with an Agent."""
+ project_endpoint = os.getenv("AZURE_AI_PROJECT_ENDPOINT")
+ deployment_name = os.getenv("AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME")
+ cosmos_endpoint = os.getenv("AZURE_COSMOS_ENDPOINT")
+ cosmos_database_name = os.getenv("AZURE_COSMOS_DATABASE_NAME")
+ cosmos_container_name = os.getenv("AZURE_COSMOS_CONTAINER_NAME")
+ cosmos_key = os.getenv("AZURE_COSMOS_KEY")
+
+ if (
+ not project_endpoint
+ or not deployment_name
+ or not cosmos_endpoint
+ or not cosmos_database_name
+ or not cosmos_container_name
+ ):
+ print(
+ "Please set AZURE_AI_PROJECT_ENDPOINT, AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME, "
+ "AZURE_COSMOS_ENDPOINT, AZURE_COSMOS_DATABASE_NAME, and AZURE_COSMOS_CONTAINER_NAME."
+ )
+ return
+
+ # 1. Create an Azure credential and Responses client using project endpoint auth.
+ async with AzureCliCredential() as credential:
+ client = AzureOpenAIResponsesClient(
+ project_endpoint=project_endpoint,
+ deployment_name=deployment_name,
+ credential=credential,
+ )
+
+ # 2. Create an agent that uses the history provider as a context provider.
+ async with (
+ CosmosHistoryProvider(
+ endpoint=cosmos_endpoint,
+ database_name=cosmos_database_name,
+ container_name=cosmos_container_name,
+ credential=cosmos_key or credential,
+ ) as history_provider,
+ client.as_agent(
+ name="CosmosHistoryAgent",
+ instructions="You are a helpful assistant that remembers prior turns.",
+ context_providers=[history_provider],
+ default_options={"store": False},
+ ) as agent,
+ ):
+ # 3. Create a session (session_id is used as the partition key).
+ session = agent.create_session()
+
+ # 4. Run a multi-turn conversation; history is persisted by CosmosHistoryProvider.
+ response1 = await agent.run("My name is Ada and I enjoy distributed systems.", session=session)
+ print(f"Assistant: {response1.text}")
+
+ response2 = await agent.run("What do you remember about me?", session=session)
+ print(f"Assistant: {response2.text}")
+ print(f"Container: {history_provider.container_name}")
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
+
+"""
+Sample output:
+Assistant: Nice to meet you, Ada! Distributed systems are a fascinating area.
+Assistant: You told me your name is Ada and that you enjoy distributed systems.
+Container:
+"""
diff --git a/python/packages/azure-cosmos/tests/test_cosmos_history_provider.py b/python/packages/azure-cosmos/tests/test_cosmos_history_provider.py
new file mode 100644
index 0000000000..33d7bf2414
--- /dev/null
+++ b/python/packages/azure-cosmos/tests/test_cosmos_history_provider.py
@@ -0,0 +1,409 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+from __future__ import annotations
+
+import os
+import uuid
+from collections.abc import AsyncIterator
+from contextlib import suppress
+from typing import Any
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import agent_framework_azure_cosmos._history_provider as history_provider_module
+import pytest
+from agent_framework import AgentResponse, Message
+from agent_framework._sessions import AgentSession, SessionContext
+from agent_framework.exceptions import SettingNotFoundError
+from agent_framework_azure_cosmos._history_provider import CosmosHistoryProvider
+from azure.cosmos.aio import CosmosClient
+from azure.cosmos.exceptions import CosmosResourceNotFoundError
+
+skip_if_cosmos_integration_tests_disabled = pytest.mark.skipif(
+ any(
+ os.getenv(name, "") == ""
+ for name in (
+ "AZURE_COSMOS_ENDPOINT",
+ "AZURE_COSMOS_KEY",
+ "AZURE_COSMOS_DATABASE_NAME",
+ "AZURE_COSMOS_CONTAINER_NAME",
+ )
+ ),
+ reason=(
+ "AZURE_COSMOS_ENDPOINT, AZURE_COSMOS_KEY, AZURE_COSMOS_DATABASE_NAME, and "
+ "AZURE_COSMOS_CONTAINER_NAME are required for Cosmos integration tests."
+ ),
+)
+
+
+def _to_async_iter(items: list[Any]) -> AsyncIterator[Any]:
+ async def _iterator() -> AsyncIterator[Any]:
+ for item in items:
+ yield item
+
+ return _iterator()
+
+
+@pytest.fixture
+def mock_container() -> MagicMock:
+ container = MagicMock()
+ container.query_items = MagicMock(return_value=_to_async_iter([]))
+ container.execute_item_batch = AsyncMock(return_value=[])
+ return container
+
+
+@pytest.fixture
+def mock_cosmos_client(mock_container: MagicMock) -> MagicMock:
+ database_client = MagicMock()
+ database_client.create_container_if_not_exists = AsyncMock(return_value=mock_container)
+
+ client = MagicMock()
+ client.get_database_client.return_value = database_client
+ client.close = AsyncMock()
+ return client
+
+
+class TestCosmosHistoryProviderInit:
+ def test_uses_provided_container_client(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ assert provider.source_id == "mem"
+ assert provider.load_messages is True
+ assert provider.store_outputs is True
+ assert provider.store_inputs is True
+ assert provider.database_name == ""
+ assert provider.container_name == ""
+
+ def test_uses_provided_cosmos_client(self, mock_cosmos_client: MagicMock) -> None:
+ provider = CosmosHistoryProvider(
+ source_id="mem",
+ cosmos_client=mock_cosmos_client,
+ database_name="db1",
+ container_name="history",
+ )
+
+ mock_cosmos_client.get_database_client.assert_called_once_with("db1")
+ assert provider.database_name == "db1"
+ assert provider.container_name == "history"
+
+ def test_missing_required_settings_raises(self, monkeypatch: pytest.MonkeyPatch) -> None:
+ monkeypatch.delenv("AZURE_COSMOS_ENDPOINT", raising=False)
+ monkeypatch.delenv("AZURE_COSMOS_DATABASE_NAME", raising=False)
+ monkeypatch.delenv("AZURE_COSMOS_CONTAINER_NAME", raising=False)
+ monkeypatch.delenv("AZURE_COSMOS_KEY", raising=False)
+
+ with pytest.raises(SettingNotFoundError, match="database_name"):
+ CosmosHistoryProvider()
+
+ def test_constructs_client_with_string_credential(
+ self, monkeypatch: pytest.MonkeyPatch, mock_cosmos_client: MagicMock
+ ) -> None:
+ mock_factory = MagicMock(return_value=mock_cosmos_client)
+ monkeypatch.setattr(history_provider_module, "CosmosClient", mock_factory)
+
+ CosmosHistoryProvider(
+ endpoint="https://account.documents.azure.com:443/",
+ credential="key-123",
+ database_name="db1",
+ container_name="history",
+ )
+
+ mock_factory.assert_called_once()
+ kwargs = mock_factory.call_args.kwargs
+ assert kwargs["url"] == "https://account.documents.azure.com:443/"
+ assert kwargs["credential"] == "key-123"
+
+
+class TestCosmosHistoryProviderContainerConfig:
+ async def test_provider_container_name_is_used(self, mock_cosmos_client: MagicMock) -> None:
+ provider = CosmosHistoryProvider(
+ source_id="mem",
+ cosmos_client=mock_cosmos_client,
+ database_name="db1",
+ container_name="custom-history",
+ )
+
+ await provider.get_messages("session-123")
+
+ database_client = mock_cosmos_client.get_database_client.return_value
+ assert database_client.create_container_if_not_exists.await_count == 1
+ kwargs = database_client.create_container_if_not_exists.await_args.kwargs
+ assert kwargs["id"] == "custom-history"
+
+
+class TestCosmosHistoryProviderGetMessages:
+ async def test_returns_deserialized_messages(self, mock_container: MagicMock) -> None:
+ msg1 = Message(role="user", contents=["Hello"])
+ msg2 = Message(role="assistant", contents=["Hi"])
+ mock_container.query_items.return_value = _to_async_iter([
+ {"message": msg1.to_dict()},
+ {"message": msg2.to_dict()},
+ ])
+
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ messages = await provider.get_messages("s1")
+
+ assert len(messages) == 2
+ assert messages[0].role == "user"
+ assert messages[0].text == "Hello"
+ assert messages[1].role == "assistant"
+ assert messages[1].text == "Hi"
+ query_kwargs = mock_container.query_items.call_args.kwargs
+ assert query_kwargs["partition_key"] == "s1"
+ assert query_kwargs["query"] == (
+ "SELECT c.message FROM c "
+ "WHERE c.session_id = @session_id AND c.source_id = @source_id "
+ "ORDER BY c.sort_key ASC"
+ )
+ assert query_kwargs["parameters"] == [
+ {"name": "@session_id", "value": "s1"},
+ {"name": "@source_id", "value": "mem"},
+ ]
+
+ async def test_empty_returns_empty(self, mock_container: MagicMock) -> None:
+ mock_container.query_items.return_value = _to_async_iter([])
+
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ messages = await provider.get_messages("s1")
+
+ assert messages == []
+
+ async def test_none_session_id_generates_guid_partition_key(
+ self, mock_container: MagicMock, caplog: pytest.LogCaptureFixture
+ ) -> None:
+ mock_container.query_items.return_value = _to_async_iter([])
+
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ with caplog.at_level("WARNING"):
+ await provider.get_messages(None)
+
+ query_kwargs = mock_container.query_items.call_args.kwargs
+ session_key = query_kwargs["partition_key"]
+ assert isinstance(session_key, str)
+ assert session_key != ""
+ assert session_key != "default"
+ uuid.UUID(session_key)
+ assert query_kwargs["parameters"] == [
+ {"name": "@session_id", "value": session_key},
+ {"name": "@source_id", "value": "mem"},
+ ]
+ assert "Received empty session_id" in caplog.text
+
+ async def test_skips_non_dict_message_payload(self, mock_container: MagicMock) -> None:
+ mock_container.query_items.return_value = _to_async_iter([{"message": "bad"}, {"message": None}])
+
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ messages = await provider.get_messages("s1")
+
+ assert messages == []
+
+
+class TestCosmosHistoryProviderListSessions:
+ async def test_list_sessions_returns_unique_sorted_ids(self, mock_container: MagicMock) -> None:
+ mock_container.query_items.return_value = _to_async_iter(["s2", "s1", "s1", "s3"])
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+
+ sessions = await provider.list_sessions()
+
+ assert sessions == ["s1", "s2", "s3"]
+ kwargs = mock_container.query_items.call_args.kwargs
+ assert kwargs["query"] == "SELECT DISTINCT VALUE c.session_id FROM c WHERE c.source_id = @source_id"
+ assert kwargs["parameters"] == [{"name": "@source_id", "value": "mem"}]
+
+
+class TestCosmosHistoryProviderSaveMessages:
+ async def test_saves_messages(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ messages = [Message(role="user", contents=["Hello"]), Message(role="assistant", contents=["Hi"])]
+
+ await provider.save_messages("s1", messages)
+
+ mock_container.execute_item_batch.assert_awaited_once()
+ batch_operations = mock_container.execute_item_batch.await_args.kwargs["batch_operations"]
+ assert len(batch_operations) == 2
+ first_operation, first_args = batch_operations[0]
+ assert first_operation == "upsert"
+ first_document = first_args[0]
+ assert first_document["session_id"] == "s1"
+ assert first_document["message"]["role"] == "user"
+ assert mock_container.execute_item_batch.await_args.kwargs["partition_key"] == "s1"
+
+ async def test_empty_messages_noop(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+
+ await provider.save_messages("s1", [])
+
+ mock_container.execute_item_batch.assert_not_awaited()
+
+ async def test_batches_when_message_count_exceeds_limit(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ messages = [Message(role="user", contents=[f"msg-{index}"]) for index in range(101)]
+
+ await provider.save_messages("s1", messages)
+
+ assert mock_container.execute_item_batch.await_count == 2
+ first_call = mock_container.execute_item_batch.await_args_list[0].kwargs
+ second_call = mock_container.execute_item_batch.await_args_list[1].kwargs
+ assert len(first_call["batch_operations"]) == 100
+ assert len(second_call["batch_operations"]) == 1
+ assert first_call["partition_key"] == "s1"
+ assert second_call["partition_key"] == "s1"
+
+
+class TestCosmosHistoryProviderClear:
+ async def test_clear_deletes_all_session_items(self, mock_container: MagicMock) -> None:
+ mock_container.query_items.return_value = _to_async_iter([{"id": "1"}, {"id": "2"}])
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+
+ await provider.clear("s1")
+
+ mock_container.execute_item_batch.assert_awaited_once()
+ batch_operations = mock_container.execute_item_batch.await_args.kwargs["batch_operations"]
+ assert len(batch_operations) == 2
+ assert batch_operations[0] == ("delete", ("1",))
+ assert batch_operations[1] == ("delete", ("2",))
+ assert mock_container.execute_item_batch.await_args.kwargs["partition_key"] == "s1"
+ query_kwargs = mock_container.query_items.call_args.kwargs
+ assert query_kwargs["query"] == (
+ "SELECT c.id FROM c WHERE c.session_id = @session_id AND c.source_id = @source_id"
+ )
+ assert query_kwargs["parameters"] == [
+ {"name": "@session_id", "value": "s1"},
+ {"name": "@source_id", "value": "mem"},
+ ]
+
+
+class TestCosmosHistoryProviderBeforeAfterRun:
+ async def test_before_run_loads_history(self, mock_container: MagicMock) -> None:
+ msg = Message(role="user", contents=["old msg"])
+ mock_container.query_items.return_value = _to_async_iter([{"message": msg.to_dict()}])
+
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ session = AgentSession(session_id="test")
+ context = SessionContext(input_messages=[Message(role="user", contents=["new msg"])], session_id="s1")
+
+ await provider.before_run(
+ agent=None, session=session, context=context, state=session.state.setdefault(provider.source_id, {})
+ ) # type: ignore[arg-type]
+
+ assert "mem" in context.context_messages
+ assert context.context_messages["mem"][0].text == "old msg"
+
+ async def test_after_run_stores_input_and_response(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+ session = AgentSession(session_id="test")
+ context = SessionContext(input_messages=[Message(role="user", contents=["hi"])], session_id="s1")
+ context._response = AgentResponse(messages=[Message(role="assistant", contents=["hello"])])
+
+ await provider.after_run(
+ agent=None, session=session, context=context, state=session.state.setdefault(provider.source_id, {})
+ ) # type: ignore[arg-type]
+
+ mock_container.execute_item_batch.assert_awaited_once()
+ batch_operations = mock_container.execute_item_batch.await_args.kwargs["batch_operations"]
+ assert len(batch_operations) == 2
+ input_doc = batch_operations[0][1][0]
+ response_doc = batch_operations[1][1][0]
+ assert input_doc["message"]["role"] == "user"
+ assert input_doc["message"]["contents"][0]["text"] == "hi"
+ assert response_doc["message"]["role"] == "assistant"
+ assert response_doc["message"]["contents"][0]["text"] == "hello"
+
+
+class TestCosmosHistoryProviderClose:
+ async def test_close_closes_owned_client(
+ self, monkeypatch: pytest.MonkeyPatch, mock_cosmos_client: MagicMock
+ ) -> None:
+ mock_factory = MagicMock(return_value=mock_cosmos_client)
+ monkeypatch.setattr(history_provider_module, "CosmosClient", mock_factory)
+
+ provider = CosmosHistoryProvider(
+ endpoint="https://account.documents.azure.com:443/",
+ credential="key-123",
+ database_name="db1",
+ container_name="history",
+ )
+
+ await provider.close()
+
+ mock_cosmos_client.close.assert_awaited_once()
+
+ async def test_close_does_not_close_external_client(self, mock_cosmos_client: MagicMock) -> None:
+ provider = CosmosHistoryProvider(
+ source_id="mem",
+ cosmos_client=mock_cosmos_client,
+ database_name="db1",
+ container_name="history",
+ )
+
+ await provider.close()
+
+ mock_cosmos_client.close.assert_not_awaited()
+
+ async def test_async_context_manager_closes_owned_client(
+ self, monkeypatch: pytest.MonkeyPatch, mock_cosmos_client: MagicMock
+ ) -> None:
+ mock_factory = MagicMock(return_value=mock_cosmos_client)
+ monkeypatch.setattr(history_provider_module, "CosmosClient", mock_factory)
+
+ async with CosmosHistoryProvider(
+ endpoint="https://account.documents.azure.com:443/",
+ credential="key-123",
+ database_name="db1",
+ container_name="history",
+ ) as provider:
+ assert provider is not None
+
+ mock_cosmos_client.close.assert_awaited_once()
+
+ async def test_async_context_manager_preserves_original_exception(self, mock_container: MagicMock) -> None:
+ provider = CosmosHistoryProvider(source_id="mem", container_client=mock_container)
+
+ with patch.object(
+ provider, "close", AsyncMock(side_effect=RuntimeError("close failed"))
+ ), pytest.raises(ValueError, match="inner error"):
+ async with provider:
+ raise ValueError("inner error")
+
+
+@pytest.mark.flaky
+@pytest.mark.integration
+@skip_if_cosmos_integration_tests_disabled
+async def test_cosmos_history_provider_roundtrip_with_emulator() -> None:
+ endpoint = os.getenv("AZURE_COSMOS_ENDPOINT", "")
+ key = os.getenv("AZURE_COSMOS_KEY", "")
+ database_prefix = os.getenv("AZURE_COSMOS_DATABASE_NAME", "")
+ container_prefix = os.getenv("AZURE_COSMOS_CONTAINER_NAME", "")
+ unique = uuid.uuid4().hex[:8]
+ database_name = f"{database_prefix}-{unique}"
+ container_name = f"{container_prefix}-{unique}"
+ session_id = f"session-{unique}"
+
+ async with CosmosClient(url=endpoint, credential=key) as cosmos_client:
+ await cosmos_client.create_database_if_not_exists(id=database_name)
+ provider = CosmosHistoryProvider(
+ source_id="cosmos_integration",
+ cosmos_client=cosmos_client,
+ database_name=database_name,
+ container_name=container_name,
+ )
+
+ try:
+ await provider.save_messages(
+ session_id,
+ [
+ Message(role="user", contents=["Hello Cosmos"]),
+ Message(role="assistant", contents=["Hi from Cosmos"]),
+ ],
+ )
+
+ stored_messages = await provider.get_messages(session_id)
+ assert [message.role for message in stored_messages] == ["user", "assistant"]
+ assert [message.text for message in stored_messages] == ["Hello Cosmos", "Hi from Cosmos"]
+
+ sessions = await provider.list_sessions()
+ assert session_id in sessions
+
+ await provider.clear(session_id)
+ assert await provider.get_messages(session_id) == []
+ finally:
+ with suppress(CosmosResourceNotFoundError):
+ await cosmos_client.delete_database(database_name)
diff --git a/python/pyproject.toml b/python/pyproject.toml
index e4e45f0290..af80756bed 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -76,6 +76,7 @@ agent-framework-core = { workspace = true }
agent-framework-a2a = { workspace = true }
agent-framework-ag-ui = { workspace = true }
agent-framework-azure-ai-search = { workspace = true }
+agent-framework-azure-cosmos = { workspace = true }
agent-framework-anthropic = { workspace = true }
agent-framework-azure-ai = { workspace = true }
agent-framework-azurefunctions = { workspace = true }
@@ -238,6 +239,7 @@ check = ["check-packages", "samples-lint", "samples-syntax", "test", "markdown-c
[tool.poe.tasks.all-tests-cov]
cmd = """
pytest --import-mode=importlib
+-m "not integration"
--cov=agent_framework
--cov=agent_framework_core
--cov=agent_framework_a2a
@@ -265,6 +267,7 @@ pytest --import-mode=importlib
[tool.poe.tasks.all-tests]
cmd = """
pytest --import-mode=importlib
+-m "not integration"
--ignore-glob=packages/lab/**
--ignore-glob=packages/devui/**
-rs
diff --git a/python/uv.lock b/python/uv.lock
index fddcab4657..15b3f18c46 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -32,6 +32,7 @@ members = [
"agent-framework-anthropic",
"agent-framework-azure-ai",
"agent-framework-azure-ai-search",
+ "agent-framework-azure-cosmos",
"agent-framework-azurefunctions",
"agent-framework-bedrock",
"agent-framework-chatkit",
@@ -235,6 +236,21 @@ requires-dist = [
{ name = "azure-search-documents", specifier = "==11.7.0b2" },
]
+[[package]]
+name = "agent-framework-azure-cosmos"
+version = "1.0.0b260219"
+source = { editable = "packages/azure-cosmos" }
+dependencies = [
+ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+ { name = "azure-cosmos", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+
+[package.metadata]
+requires-dist = [
+ { name = "agent-framework-core", editable = "packages/core" },
+ { name = "azure-cosmos", specifier = ">=4.9.0" },
+]
+
[[package]]
name = "agent-framework-azurefunctions"
version = "1.0.0b260225"
@@ -508,7 +524,8 @@ version = "1.0.0b260225"
source = { editable = "packages/github_copilot" }
dependencies = [
{ name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
- { name = "github-copilot-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+ { name = "github-copilot-sdk", version = "0.1.25", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
+ { name = "github-copilot-sdk", version = "0.1.29", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
]
[package.metadata]
@@ -888,7 +905,7 @@ wheels = [
[[package]]
name = "anthropic"
-version = "0.83.0"
+version = "0.84.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -900,9 +917,9 @@ dependencies = [
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{ name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
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+ { url = "https://files.pythonhosted.org/packages/64/ca/218fa25002a332c0aa149ba18ffc0543175998b1f65de63f6d106689a345/anthropic-0.84.0-py3-none-any.whl", hash = "sha256:861c4c50f91ca45f942e091d83b60530ad6d4f98733bfe648065364da05d29e7", size = 455156, upload-time = "2026-02-25T05:22:40.468Z" },
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]
+[[package]]
+name = "azure-cosmos"
+version = "4.15.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+ { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
+]
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+
[[package]]
name = "azure-functions"
version = "1.24.0"
@@ -1166,11 +1196,11 @@ wheels = [
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+version = "2026.2.25"
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[[package]]
@@ -1346,19 +1376,19 @@ wheels = [
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name = "claude-agent-sdk"
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+version = "0.1.44"
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@@ -1378,7 +1408,7 @@ name = "clr-loader"
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From dae3caa719b84682223359ae903bbe91f71f858e Mon Sep 17 00:00:00 2001
From: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Date: Wed, 4 Mar 2026 01:13:24 +0900
Subject: [PATCH 015/149] Python: Fix IndexError when reasoning models produce
reasoning-only messages in Magentic-One workflow (#4413)
* Fix IndexError when reasoning models return no text content (#4384)
In _prepare_message_for_openai(), the text_reasoning case unconditionally
accessed all_messages[-1] to attach reasoning_details. When a reasoning
model (e.g. gpt-5-mini) returns reasoning_details without text content,
all_messages is empty, causing an IndexError.
Guard the access by initializing all_messages with the current args dict
when it is empty, so reasoning_details can be safely attached.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Address review: buffer reasoning details for valid message payloads (#4384)
- Buffer pending reasoning details and attach to the next message with
content/tool_calls, avoiding standalone reasoning-only messages.
- When reasoning is the only content, emit a message with empty content
to satisfy Chat Completions schema requirements.
- Strengthen test assertions to verify text+reasoning co-location and
that all messages with reasoning_details also have content or tool_calls.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Fix text_reasoning handling: always buffer and tighten tests (#4384)
- Always buffer reasoning into pending_reasoning instead of conditionally
attaching to the previous message via fragile all_messages emptiness check
- Attach buffered reasoning to last message at end-of-loop when no subsequent
content consumed it
- Assert exact content values (content == '' not in ('', None))
- Assert exact list lengths (== 1 not >= 1) for stronger regression guards
- Add test for reasoning before FunctionCallContent
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Apply pre-commit auto-fixes
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../agent_framework/openai/_chat_client.py | 21 +++-
.../tests/openai/test_openai_chat_client.py | 104 ++++++++++++++++++
2 files changed, 124 insertions(+), 1 deletion(-)
diff --git a/python/packages/core/agent_framework/openai/_chat_client.py b/python/packages/core/agent_framework/openai/_chat_client.py
index f08d80e990..0c3d346129 100644
--- a/python/packages/core/agent_framework/openai/_chat_client.py
+++ b/python/packages/core/agent_framework/openai/_chat_client.py
@@ -548,6 +548,7 @@ class RawOpenAIChatClient( # type: ignore[misc]
return []
all_messages: list[dict[str, Any]] = []
+ pending_reasoning: Any = None
for content in message.contents:
# Skip approval content - it's internal framework state, not for the LLM
if content.type in ("function_approval_request", "function_approval_response"):
@@ -575,15 +576,33 @@ class RawOpenAIChatClient( # type: ignore[misc]
# Functions returning None should still have a tool result message
args["content"] = content.result if content.result is not None else ""
case "text_reasoning" if (protected_data := content.protected_data) is not None:
- all_messages[-1]["reasoning_details"] = json.loads(protected_data)
+ # Buffer reasoning to attach to the next message with content/tool_calls
+ pending_reasoning = json.loads(protected_data)
case _:
if "content" not in args:
args["content"] = []
# this is a list to allow multi-modal content
args["content"].append(self._prepare_content_for_openai(content)) # type: ignore
if "content" in args or "tool_calls" in args:
+ if pending_reasoning is not None:
+ args["reasoning_details"] = pending_reasoning
+ pending_reasoning = None
all_messages.append(args)
+ # If reasoning was the only content, emit a valid message with empty content
+ if pending_reasoning is not None:
+ if all_messages:
+ all_messages[-1]["reasoning_details"] = pending_reasoning
+ else:
+ pending_args: dict[str, Any] = {
+ "role": message.role,
+ "content": "",
+ "reasoning_details": pending_reasoning,
+ }
+ if message.author_name and message.role != "tool":
+ pending_args["name"] = message.author_name
+ all_messages.append(pending_args)
+
# Flatten text-only content lists to plain strings for broader
# compatibility with OpenAI-like endpoints (e.g. Foundry Local).
# See https://github.com/microsoft/agent-framework/issues/4084
diff --git a/python/packages/core/tests/openai/test_openai_chat_client.py b/python/packages/core/tests/openai/test_openai_chat_client.py
index fae303ed22..58faac42a3 100644
--- a/python/packages/core/tests/openai/test_openai_chat_client.py
+++ b/python/packages/core/tests/openai/test_openai_chat_client.py
@@ -643,6 +643,110 @@ def test_prepare_message_with_text_reasoning_content(openai_unit_test_env: dict[
assert prepared[0]["content"] == "The answer is 42."
+def test_prepare_message_with_only_text_reasoning_content(openai_unit_test_env: dict[str, str]) -> None:
+ """Test that a message with only text_reasoning content does not raise IndexError.
+
+ Regression test for https://github.com/microsoft/agent-framework/issues/4384
+ Reasoning models (e.g. gpt-5-mini) may produce reasoning_details without text content,
+ which previously caused an IndexError when preparing messages.
+ """
+ client = OpenAIChatClient()
+
+ mock_reasoning_data = {
+ "effort": "high",
+ "summary": "Deep analysis of the problem",
+ }
+
+ reasoning_content = Content.from_text_reasoning(text=None, protected_data=json.dumps(mock_reasoning_data))
+
+ # Message with only reasoning content and no text
+ message = Message(
+ role="assistant",
+ contents=[reasoning_content],
+ )
+
+ prepared = client._prepare_message_for_openai(message)
+
+ # Should have one message with reasoning_details
+ assert len(prepared) == 1
+ assert prepared[0]["role"] == "assistant"
+ assert "reasoning_details" in prepared[0]
+ assert prepared[0]["reasoning_details"] == mock_reasoning_data
+ # Message should also include a content field to be a valid Chat Completions payload
+ assert "content" in prepared[0]
+ assert prepared[0]["content"] == ""
+
+
+def test_prepare_message_with_text_reasoning_before_text(openai_unit_test_env: dict[str, str]) -> None:
+ """Test that text_reasoning content appearing before text content is handled correctly.
+
+ Regression test for https://github.com/microsoft/agent-framework/issues/4384
+ """
+ client = OpenAIChatClient()
+
+ mock_reasoning_data = {
+ "effort": "medium",
+ "summary": "Quick analysis",
+ }
+
+ reasoning_content = Content.from_text_reasoning(text=None, protected_data=json.dumps(mock_reasoning_data))
+
+ # Reasoning appears before text content
+ message = Message(
+ role="assistant",
+ contents=[
+ reasoning_content,
+ Content.from_text(text="The answer is 42."),
+ ],
+ )
+
+ prepared = client._prepare_message_for_openai(message)
+
+ # Should produce exactly one message without raising IndexError
+ assert len(prepared) == 1
+
+ # Reasoning details should be present on the message
+ assert "reasoning_details" in prepared[0]
+ assert prepared[0]["reasoning_details"] == mock_reasoning_data
+ assert prepared[0]["content"] == "The answer is 42."
+
+
+def test_prepare_message_with_text_reasoning_before_function_call(openai_unit_test_env: dict[str, str]) -> None:
+ """Test that text_reasoning content appearing before a function call is handled correctly.
+
+ Regression test for https://github.com/microsoft/agent-framework/issues/4384
+ """
+ client = OpenAIChatClient()
+
+ mock_reasoning_data = {
+ "effort": "medium",
+ "summary": "Deciding to call a function",
+ }
+
+ reasoning_content = Content.from_text_reasoning(text=None, protected_data=json.dumps(mock_reasoning_data))
+
+ # Reasoning appears before function call content
+ message = Message(
+ role="assistant",
+ contents=[
+ reasoning_content,
+ Content.from_function_call(call_id="call_abc", name="get_weather", arguments='{"city": "Seattle"}'),
+ ],
+ )
+
+ prepared = client._prepare_message_for_openai(message)
+
+ # Should produce exactly one message
+ assert len(prepared) == 1
+
+ # The message should carry the reasoning details and tool_calls
+ assert "reasoning_details" in prepared[0]
+ assert prepared[0]["reasoning_details"] == mock_reasoning_data
+ assert "tool_calls" in prepared[0]
+ assert prepared[0]["tool_calls"][0]["function"]["name"] == "get_weather"
+ assert prepared[0]["role"] == "assistant"
+
+
def test_function_approval_content_is_skipped_in_preparation(openai_unit_test_env: dict[str, str]) -> None:
"""Test that function approval request and response content are skipped."""
client = OpenAIChatClient()
From 1c0ae4b659643d7b43bf173827577ced18f2cbf5 Mon Sep 17 00:00:00 2001
From: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Date: Tue, 3 Mar 2026 08:22:15 -0800
Subject: [PATCH 016/149] Python: Added Shell tool (#4339)
* Added shell tool
* Fixed CI error
* Add ShellTool support for OpenAI and Anthropic providers
- Add shell_tool_call, shell_tool_result, and shell_command_output content types
- Add ShellTool class and shell_tool decorator to core
- Add get_hosted_shell_tool() to OpenAI Responses client
- Handle shell_call and shell_call_output parsing in OpenAI (sync and streaming)
- Map ShellTool to Anthropic bash tool API format
- Parse bash_code_execution_tool_result as shell_tool_result in Anthropic
- Add unit tests for all new functionality
- Add sample scripts for hosted and local shell execution
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Addressed comments
* Reverted ruff change
* Fixed tests
* Addressed comments
---------
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../agent_framework_anthropic/_chat_client.py | 117 ++++-
.../anthropic/tests/test_anthropic_client.py | 193 ++++++++-
.../packages/core/agent_framework/_agents.py | 6 +-
.../packages/core/agent_framework/_tools.py | 17 +
.../packages/core/agent_framework/_types.py | 135 ++++++
.../openai/_assistants_client.py | 15 +-
.../openai/_responses_client.py | 406 +++++++++++++++++-
python/packages/core/tests/core/test_types.py | 114 +++++
.../openai/test_openai_assistants_client.py | 29 +-
.../openai/test_openai_responses_client.py | 382 ++++++++++++++++
.../tests/workflow/test_agent_executor.py | 4 +-
.../tests/workflow/test_workflow_kwargs.py | 4 +-
.../anthropic/anthropic_with_shell.py | 100 +++++
...penai_responses_client_with_local_shell.py | 116 +++++
.../openai_responses_client_with_shell.py | 61 +++
15 files changed, 1638 insertions(+), 61 deletions(-)
create mode 100644 python/samples/02-agents/providers/anthropic/anthropic_with_shell.py
create mode 100644 python/samples/02-agents/providers/openai/openai_responses_client_with_local_shell.py
create mode 100644 python/samples/02-agents/providers/openai/openai_responses_client_with_shell.py
diff --git a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
index acfc1b0180..f9c2b99a6b 100644
--- a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
+++ b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
@@ -4,7 +4,7 @@ from __future__ import annotations
import logging
import sys
-from collections.abc import AsyncIterable, Awaitable, Mapping, MutableMapping, Sequence
+from collections.abc import AsyncIterable, Awaitable, Callable, Mapping, MutableMapping, Sequence
from typing import Any, ClassVar, Final, Generic, Literal, TypedDict
from agent_framework import (
@@ -25,8 +25,10 @@ from agent_framework import (
ResponseStream,
TextSpanRegion,
UsageDetails,
+ tool,
)
from agent_framework._settings import SecretString, load_settings
+from agent_framework._tools import SHELL_TOOL_KIND_VALUE
from agent_framework._types import _get_data_bytes_as_str # type: ignore
from agent_framework.observability import ChatTelemetryLayer
from anthropic import AsyncAnthropic
@@ -326,6 +328,7 @@ class AnthropicClient(
# streaming requires tracking the last function call ID, name, and content type
self._last_call_id_name: tuple[str, str] | None = None
self._last_call_content_type: str | None = None
+ self._tool_name_aliases: dict[str, str] = {}
# region Static factory methods for hosted tools
@@ -379,6 +382,57 @@ class AnthropicClient(
"""
return {"type": type_name or "web_search_20250305", "name": name}
+ @staticmethod
+ def get_shell_tool(
+ *,
+ func: Callable[..., Any] | FunctionTool,
+ description: str | None = None,
+ type_name: str | None = None,
+ approval_mode: Literal["always_require", "never_require"] | None = None,
+ ) -> FunctionTool:
+ """Create a local shell FunctionTool for Anthropic.
+
+ This helper wraps ``func`` as a shell-enabled ``FunctionTool`` for local
+ execution and configures Anthropic API declaration details via metadata.
+
+ Anthropic always exposes this tool to the model as ``name="bash"`` and
+ executes it using a ``bash_*`` tool type.
+
+ Keyword Args:
+ func: Python callable or ``FunctionTool`` that executes the requested shell command.
+ description: Optional tool description shown to the model.
+ type_name: Optional Anthropic shell tool type override.
+ Defaults to ``"bash_20250124"`` when omitted.
+ approval_mode: Optional approval mode for local execution.
+
+ Returns:
+ A shell-enabled ``FunctionTool`` suitable for ``ChatOptions.tools``.
+ """
+ base_tool: FunctionTool
+ if isinstance(func, FunctionTool):
+ base_tool = func
+ if description is not None:
+ base_tool.description = description
+ if approval_mode is not None:
+ base_tool.approval_mode = approval_mode
+ else:
+ base_tool = tool(
+ func=func,
+ description=description,
+ approval_mode=approval_mode,
+ )
+
+ additional_properties: dict[str, Any] = dict(base_tool.additional_properties or {})
+ if type_name:
+ additional_properties["type"] = type_name
+
+ if base_tool.func is None:
+ raise ValueError("Shell tool requires an executable function.")
+
+ base_tool.additional_properties = additional_properties
+ base_tool.kind = SHELL_TOOL_KIND_VALUE
+ return base_tool
+
@staticmethod
def get_mcp_tool(
*,
@@ -715,8 +769,16 @@ class AnthropicClient(
if tools:
tool_list: list[Any] = []
mcp_server_list: list[Any] = []
+ tool_name_aliases: dict[str, str] = {}
for tool in tools:
- if isinstance(tool, FunctionTool):
+ if isinstance(tool, FunctionTool) and tool.kind == SHELL_TOOL_KIND_VALUE:
+ api_type = (tool.additional_properties or {}).get("type", "bash_20250124")
+ tool_name_aliases["bash"] = tool.name
+ tool_list.append({
+ "type": api_type,
+ "name": "bash",
+ })
+ elif isinstance(tool, FunctionTool):
tool_list.append({
"type": "custom",
"name": tool.name,
@@ -744,6 +806,9 @@ class AnthropicClient(
result["tools"] = tool_list
if mcp_server_list:
result["mcp_servers"] = mcp_server_list
+ self._tool_name_aliases = tool_name_aliases
+ else:
+ self._tool_name_aliases = {}
# Process tool choice
if options.get("tool_choice") is None:
@@ -760,9 +825,18 @@ class AnthropicClient(
result["tool_choice"] = tool_choice
case "required":
if "required_function_name" in tool_mode:
+ required_name = tool_mode["required_function_name"]
+ api_tool_name = next(
+ (
+ api_name
+ for api_name, local_name in self._tool_name_aliases.items()
+ if local_name == required_name
+ ),
+ required_name,
+ )
tool_choice = {
"type": "tool",
- "name": tool_mode["required_function_name"],
+ "name": api_tool_name,
}
else:
tool_choice = {"type": "any"}
@@ -914,10 +988,11 @@ class AnthropicClient(
)
)
else:
+ resolved_tool_name = self._tool_name_aliases.get(content_block.name, content_block.name)
contents.append(
Content.from_function_call(
call_id=content_block.id,
- name=content_block.name,
+ name=resolved_tool_name,
arguments=content_block.input,
raw_representation=content_block,
)
@@ -1006,33 +1081,29 @@ class AnthropicClient(
)
)
case "bash_code_execution_tool_result":
- bash_outputs: list[Content] = []
+ shell_outputs: list[Content] = []
if content_block.content:
if isinstance(
content_block.content,
BetaBashCodeExecutionToolResultError,
):
- bash_outputs.append(
- Content.from_error(
- message=content_block.content.error_code,
+ shell_outputs.append(
+ Content.from_shell_command_output(
+ stderr=content_block.content.error_code,
+ timed_out=content_block.content.error_code == "execution_time_exceeded",
raw_representation=content_block.content,
)
)
else:
- if content_block.content.stdout:
- bash_outputs.append(
- Content.from_text(
- text=content_block.content.stdout,
- raw_representation=content_block.content,
- )
- )
- if content_block.content.stderr:
- bash_outputs.append(
- Content.from_error(
- message=content_block.content.stderr,
- raw_representation=content_block.content,
- )
+ shell_outputs.append(
+ Content.from_shell_command_output(
+ stdout=content_block.content.stdout or None,
+ stderr=content_block.content.stderr or None,
+ exit_code=int(content_block.content.return_code),
+ timed_out=False,
+ raw_representation=content_block.content,
)
+ )
for bash_file_content in content_block.content.content:
contents.append(
Content.from_hosted_file(
@@ -1041,9 +1112,9 @@ class AnthropicClient(
)
)
contents.append(
- Content.from_function_result(
+ Content.from_shell_tool_result(
call_id=content_block.tool_use_id,
- result=bash_outputs,
+ outputs=shell_outputs,
raw_representation=content_block,
)
)
diff --git a/python/packages/anthropic/tests/test_anthropic_client.py b/python/packages/anthropic/tests/test_anthropic_client.py
index d7c4c9afc7..028e49673a 100644
--- a/python/packages/anthropic/tests/test_anthropic_client.py
+++ b/python/packages/anthropic/tests/test_anthropic_client.py
@@ -14,6 +14,7 @@ from agent_framework import (
tool,
)
from agent_framework._settings import load_settings
+from agent_framework._tools import SHELL_TOOL_KIND_VALUE
from anthropic.types.beta import (
BetaMessage,
BetaTextBlock,
@@ -40,6 +41,8 @@ def create_test_anthropic_client(
anthropic_settings: AnthropicSettings | None = None,
) -> AnthropicClient:
"""Helper function to create AnthropicClient instances for testing, bypassing normal validation."""
+ from agent_framework._tools import normalize_function_invocation_configuration
+
if anthropic_settings is None:
anthropic_settings = load_settings(
AnthropicSettings,
@@ -55,9 +58,13 @@ def create_test_anthropic_client(
client.anthropic_client = mock_anthropic_client
client.model_id = model_id or anthropic_settings["chat_model_id"]
client._last_call_id_name = None
+ client._tool_name_aliases = {}
client.additional_properties = {}
client.middleware = None
client.additional_beta_flags = []
+ client.chat_middleware = []
+ client.function_middleware = []
+ client.function_invocation_configuration = normalize_function_invocation_configuration(None)
return client
@@ -410,6 +417,87 @@ def test_prepare_tools_for_anthropic_code_interpreter(mock_anthropic_client: Mag
assert result["tools"][0]["name"] == "code_execution"
+def _dummy_bash(command: str) -> str:
+ return f"executed: {command}"
+
+
+def test_prepare_tools_for_anthropic_shell_tool(mock_anthropic_client: MagicMock) -> None:
+ """Test converting tool-decorated FunctionTool to Anthropic bash format."""
+ client = create_test_anthropic_client(mock_anthropic_client)
+
+ @tool(kind=SHELL_TOOL_KIND_VALUE)
+ def run_bash(command: str) -> str:
+ return _dummy_bash(command)
+
+ chat_options = ChatOptions(tools=[run_bash])
+
+ result = client._prepare_tools_for_anthropic(chat_options)
+
+ assert result is not None
+ assert "tools" in result
+ assert len(result["tools"]) == 1
+ assert result["tools"][0]["type"] == "bash_20250124"
+ assert result["tools"][0]["name"] == "bash"
+
+
+def test_prepare_tools_for_anthropic_shell_tool_custom_type(mock_anthropic_client: MagicMock) -> None:
+ """Test shell tool with custom type via additional_properties."""
+ client = create_test_anthropic_client(mock_anthropic_client)
+
+ @tool(kind=SHELL_TOOL_KIND_VALUE, additional_properties={"type": "bash_20241022"})
+ def run_bash(command: str) -> str:
+ return _dummy_bash(command)
+
+ chat_options = ChatOptions(tools=[run_bash])
+
+ result = client._prepare_tools_for_anthropic(chat_options)
+
+ assert result is not None
+ assert "tools" in result
+ assert result["tools"][0]["type"] == "bash_20241022"
+ assert result["tools"][0]["name"] == "bash"
+
+
+def test_prepare_tools_for_anthropic_shell_tool_does_not_mutate_name(mock_anthropic_client: MagicMock) -> None:
+ """Shell tool API name should be 'bash' without mutating local FunctionTool name."""
+ client = create_test_anthropic_client(mock_anthropic_client)
+
+ @tool(
+ name="run_local_shell",
+ approval_mode="never_require",
+ kind=SHELL_TOOL_KIND_VALUE,
+ )
+ def run_local_shell(command: str) -> str:
+ return command
+
+ chat_options = ChatOptions(tools=[run_local_shell])
+ result = client._prepare_tools_for_anthropic(chat_options)
+
+ assert result is not None
+ assert result["tools"][0]["name"] == "bash"
+ assert run_local_shell.name == "run_local_shell"
+
+
+def test_get_shell_tool_reuses_function_tool_instance(mock_anthropic_client: MagicMock) -> None:
+ """Passing a FunctionTool should update and return the same tool instance."""
+ client = create_test_anthropic_client(mock_anthropic_client)
+
+ @tool(name="run_shell", approval_mode="never_require")
+ def run_shell(command: str) -> str:
+ return command
+
+ shell_tool = client.get_shell_tool(
+ func=run_shell,
+ description="Run local bash",
+ approval_mode="always_require",
+ )
+
+ assert shell_tool is run_shell
+ assert shell_tool.kind == SHELL_TOOL_KIND_VALUE
+ assert shell_tool.description == "Run local bash"
+ assert shell_tool.approval_mode == "always_require"
+
+
def test_prepare_tools_for_anthropic_mcp_tool(mock_anthropic_client: MagicMock) -> None:
"""Test converting MCP dict tool to Anthropic format."""
client = create_test_anthropic_client(mock_anthropic_client)
@@ -502,6 +590,62 @@ async def test_prepare_options_with_system_message(mock_anthropic_client: MagicM
assert len(run_options["messages"]) == 1 # System message not in messages list
+async def test_anthropic_shell_tool_is_invoked_in_function_loop(mock_anthropic_client: MagicMock) -> None:
+ """Function invocation loop should execute shell tool when Anthropic returns bash tool_use."""
+ client = create_test_anthropic_client(mock_anthropic_client)
+ executed_commands: list[str] = []
+
+ def run_local_shell(command: str) -> str:
+ executed_commands.append(command)
+ return f"executed: {command}"
+
+ shell_tool_instance = client.get_shell_tool(func=run_local_shell, approval_mode="never_require")
+
+ mock_tool_use = MagicMock()
+ mock_tool_use.type = "tool_use"
+ mock_tool_use.id = "call_bash_loop"
+ mock_tool_use.name = "bash"
+ mock_tool_use.input = {"command": "pwd"}
+
+ first_message = MagicMock()
+ first_message.id = "msg_1"
+ first_message.content = [mock_tool_use]
+ first_message.usage = None
+ first_message.model = "claude-test"
+ first_message.stop_reason = "tool_use"
+
+ mock_text_block = MagicMock()
+ mock_text_block.type = "text"
+ mock_text_block.text = "Done"
+
+ second_message = MagicMock()
+ second_message.id = "msg_2"
+ second_message.content = [mock_text_block]
+ second_message.usage = None
+ second_message.model = "claude-test"
+ second_message.stop_reason = "end_turn"
+
+ mock_anthropic_client.beta.messages.create.side_effect = [first_message, second_message]
+
+ await client.get_response(
+ messages=[Message(role="user", text="Run pwd")],
+ options={"tools": [shell_tool_instance], "max_tokens": 64},
+ )
+
+ assert executed_commands == ["pwd"]
+ assert mock_anthropic_client.beta.messages.create.call_count == 2
+ second_request_messages = mock_anthropic_client.beta.messages.create.call_args_list[1].kwargs["messages"]
+ tool_results = [
+ block
+ for message in second_request_messages
+ for block in message.get("content", [])
+ if block.get("type") == "tool_result"
+ ]
+ assert len(tool_results) == 1
+ assert tool_results[0]["tool_use_id"] == "call_bash_loop"
+ assert "executed: pwd" in tool_results[0]["content"]
+
+
async def test_prepare_options_with_tool_choice_auto(mock_anthropic_client: MagicMock) -> None:
"""Test _prepare_options with auto tool choice."""
client = create_test_anthropic_client(mock_anthropic_client)
@@ -1733,7 +1877,7 @@ def test_parse_code_execution_result_with_files(mock_anthropic_client: MagicMock
def test_parse_bash_execution_result_with_stdout(mock_anthropic_client: MagicMock) -> None:
- """Test parsing bash execution result with stdout."""
+ """Test parsing bash execution result with stdout produces shell_tool_result."""
client = create_test_anthropic_client(mock_anthropic_client)
client._last_call_id_name = ("call_bash2", "bash_code_execution")
@@ -1741,6 +1885,7 @@ def test_parse_bash_execution_result_with_stdout(mock_anthropic_client: MagicMoc
mock_content = MagicMock()
mock_content.stdout = "Output text"
mock_content.stderr = None
+ mock_content.return_code = 0
mock_content.content = []
mock_block = MagicMock()
@@ -1751,11 +1896,18 @@ def test_parse_bash_execution_result_with_stdout(mock_anthropic_client: MagicMoc
result = client._parse_contents_from_anthropic([mock_block])
assert len(result) == 1
- assert result[0].type == "function_result"
+ assert result[0].type == "shell_tool_result"
+ assert result[0].call_id == "call_bash2"
+ assert result[0].outputs is not None
+ assert len(result[0].outputs) == 1
+ assert result[0].outputs[0].type == "shell_command_output"
+ assert result[0].outputs[0].stdout == "Output text"
+ assert result[0].outputs[0].exit_code == 0
+ assert result[0].outputs[0].timed_out is False
def test_parse_bash_execution_result_with_stderr(mock_anthropic_client: MagicMock) -> None:
- """Test parsing bash execution result with stderr."""
+ """Test parsing bash execution result with stderr produces shell_tool_result."""
client = create_test_anthropic_client(mock_anthropic_client)
client._last_call_id_name = ("call_bash3", "bash_code_execution")
@@ -1763,6 +1915,7 @@ def test_parse_bash_execution_result_with_stderr(mock_anthropic_client: MagicMoc
mock_content = MagicMock()
mock_content.stdout = None
mock_content.stderr = "Error output"
+ mock_content.return_code = 1
mock_content.content = []
mock_block = MagicMock()
@@ -1773,7 +1926,39 @@ def test_parse_bash_execution_result_with_stderr(mock_anthropic_client: MagicMoc
result = client._parse_contents_from_anthropic([mock_block])
assert len(result) == 1
- assert result[0].type == "function_result"
+ assert result[0].type == "shell_tool_result"
+ assert result[0].call_id == "call_bash3"
+ assert result[0].outputs is not None
+ assert result[0].outputs[0].type == "shell_command_output"
+ assert result[0].outputs[0].stderr == "Error output"
+ assert result[0].outputs[0].exit_code == 1
+
+
+def test_parse_bash_execution_result_with_error(mock_anthropic_client: MagicMock) -> None:
+ """Test parsing bash execution error produces shell_tool_result with error info."""
+ from anthropic.types.beta.beta_bash_code_execution_tool_result_error import (
+ BetaBashCodeExecutionToolResultError,
+ )
+
+ client = create_test_anthropic_client(mock_anthropic_client)
+ client._last_call_id_name = ("call_bash_err", "bash_code_execution")
+
+ mock_error = MagicMock(spec=BetaBashCodeExecutionToolResultError)
+ mock_error.error_code = "execution_time_exceeded"
+
+ mock_block = MagicMock()
+ mock_block.type = "bash_code_execution_tool_result"
+ mock_block.tool_use_id = "call_bash_err"
+ mock_block.content = mock_error
+
+ result = client._parse_contents_from_anthropic([mock_block])
+
+ assert len(result) == 1
+ assert result[0].type == "shell_tool_result"
+ assert result[0].outputs is not None
+ assert result[0].outputs[0].type == "shell_command_output"
+ assert result[0].outputs[0].stderr == "execution_time_exceeded"
+ assert result[0].outputs[0].timed_out is True
# Text Editor Result Tests
diff --git a/python/packages/core/agent_framework/_agents.py b/python/packages/core/agent_framework/_agents.py
index a519796b17..8f477f9223 100644
--- a/python/packages/core/agent_framework/_agents.py
+++ b/python/packages/core/agent_framework/_agents.py
@@ -947,7 +947,11 @@ class RawAgent(BaseAgent, Generic[OptionsCoT]): # type: ignore[misc]
def _finalizer(updates: Sequence[AgentResponseUpdate]) -> AgentResponse[Any]:
ctx = ctx_holder["ctx"]
- rf = ctx.get("chat_options", {}).get("response_format") if ctx else (options.get("response_format") if options else None)
+ rf = (
+ ctx.get("chat_options", {}).get("response_format")
+ if ctx
+ else (options.get("response_format") if options else None)
+ )
return self._finalize_response_updates(updates, response_format=rf)
return (
diff --git a/python/packages/core/agent_framework/_tools.py b/python/packages/core/agent_framework/_tools.py
index 3ec167d4f7..303699572c 100644
--- a/python/packages/core/agent_framework/_tools.py
+++ b/python/packages/core/agent_framework/_tools.py
@@ -79,6 +79,7 @@ logger = logging.getLogger("agent_framework")
DEFAULT_MAX_ITERATIONS: Final[int] = 40
DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_REQUEST: Final[int] = 3
+SHELL_TOOL_KIND_VALUE: Final[str] = "shell"
ChatClientT = TypeVar("ChatClientT", bound="SupportsChatGetResponse[Any]")
# region Helpers
@@ -237,6 +238,7 @@ class FunctionTool(SerializationMixin):
name: str,
description: str = "",
approval_mode: Literal["always_require", "never_require"] | None = None,
+ kind: str | None = None,
max_invocations: int | None = None,
max_invocation_exceptions: int | None = None,
additional_properties: dict[str, Any] | None = None,
@@ -252,6 +254,8 @@ class FunctionTool(SerializationMixin):
description: A description of the function.
approval_mode: Whether or not approval is required to run this tool.
Default is that approval is NOT required (``"never_require"``).
+ kind: Optional provider-agnostic tool classification
+ (for example ``"shell"``).
max_invocations: The maximum number of times this function can be invoked
across the **lifetime of this tool instance**. If None (default),
there is no limit. Should be at least 1. If the tool is called multiple
@@ -296,6 +300,7 @@ class FunctionTool(SerializationMixin):
# Core attributes (formerly from BaseTool)
self.name = name
self.description = description
+ self.kind = kind
self.additional_properties = additional_properties
for key, value in kwargs.items():
setattr(self, key, value)
@@ -1077,6 +1082,7 @@ def tool(
description: str | None = None,
schema: type[BaseModel] | Mapping[str, Any] | None = None,
approval_mode: Literal["always_require", "never_require"] | None = None,
+ kind: str | None = None,
max_invocations: int | None = None,
max_invocation_exceptions: int | None = None,
additional_properties: dict[str, Any] | None = None,
@@ -1092,6 +1098,7 @@ def tool(
description: str | None = None,
schema: type[BaseModel] | Mapping[str, Any] | None = None,
approval_mode: Literal["always_require", "never_require"] | None = None,
+ kind: str | None = None,
max_invocations: int | None = None,
max_invocation_exceptions: int | None = None,
additional_properties: dict[str, Any] | None = None,
@@ -1106,6 +1113,7 @@ def tool(
description: str | None = None,
schema: type[BaseModel] | Mapping[str, Any] | None = None,
approval_mode: Literal["always_require", "never_require"] | None = None,
+ kind: str | None = None,
max_invocations: int | None = None,
max_invocation_exceptions: int | None = None,
additional_properties: dict[str, Any] | None = None,
@@ -1145,6 +1153,7 @@ def tool(
function's signature. Defaults to ``None`` (infer from signature).
approval_mode: Whether or not approval is required to run this tool.
Default is that approval is NOT required (``"never_require"``).
+ kind: Optional provider-agnostic tool classification.
max_invocations: The maximum number of times this function can be invoked
across the **lifetime of this tool instance**. If None (default), there is
no limit. Should be at least 1. For per-request limits, use
@@ -1245,6 +1254,7 @@ def tool(
name=tool_name,
description=tool_desc,
approval_mode=approval_mode,
+ kind=kind,
max_invocations=max_invocations,
max_invocation_exceptions=max_invocation_exceptions,
additional_properties=additional_properties or {},
@@ -1390,6 +1400,7 @@ async def _auto_invoke_function(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=f'Error: Requested function "{function_call_content.name}" not found.',
exception=str(exc), # type: ignore[arg-type]
+ additional_properties=function_call_content.additional_properties,
)
else:
# Note: Unapproved tools (approved=False) are handled in _replace_approval_contents_with_results
@@ -1430,6 +1441,7 @@ async def _auto_invoke_function(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=message,
exception=str(exc), # type: ignore[arg-type]
+ additional_properties=function_call_content.additional_properties,
)
if middleware_pipeline is None or not middleware_pipeline.has_middlewares:
@@ -1443,6 +1455,7 @@ async def _auto_invoke_function(
return Content.from_function_result(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=function_result,
+ additional_properties=function_call_content.additional_properties,
)
except Exception as exc:
message = "Error: Function failed."
@@ -1452,6 +1465,7 @@ async def _auto_invoke_function(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=message,
exception=str(exc),
+ additional_properties=function_call_content.additional_properties,
)
# Execute through middleware pipeline if available
from ._middleware import FunctionInvocationContext
@@ -1477,6 +1491,7 @@ async def _auto_invoke_function(
return Content.from_function_result(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=function_result,
+ additional_properties=function_call_content.additional_properties,
)
except MiddlewareTermination as term_exc:
# Re-raise to signal loop termination, but first capture any result set by middleware
@@ -1485,6 +1500,7 @@ async def _auto_invoke_function(
term_exc.result = Content.from_function_result(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=middleware_context.result,
+ additional_properties=function_call_content.additional_properties,
)
raise
except Exception as exc:
@@ -1495,6 +1511,7 @@ async def _auto_invoke_function(
call_id=function_call_content.call_id, # type: ignore[arg-type]
result=message,
exception=str(exc), # type: ignore[arg-type]
+ additional_properties=function_call_content.additional_properties,
)
diff --git a/python/packages/core/agent_framework/_types.py b/python/packages/core/agent_framework/_types.py
index 3df0bb20fb..beed97834c 100644
--- a/python/packages/core/agent_framework/_types.py
+++ b/python/packages/core/agent_framework/_types.py
@@ -340,6 +340,9 @@ ContentType = Literal[
"image_generation_tool_result",
"mcp_server_tool_call",
"mcp_server_tool_result",
+ "shell_tool_call",
+ "shell_tool_result",
+ "shell_command_output",
"function_approval_request",
"function_approval_response",
]
@@ -476,6 +479,16 @@ class Content:
outputs: list[Content] | Any | None = None,
# Image generation tool fields
image_id: str | None = None,
+ # Shell tool fields
+ commands: list[str] | None = None,
+ timeout_ms: int | None = None,
+ max_output_length: int | None = None,
+ status: str | None = None,
+ # Shell command output fields
+ stdout: str | None = None,
+ stderr: str | None = None,
+ exit_code: int | None = None,
+ timed_out: bool | None = None,
# MCP server tool fields
tool_name: str | None = None,
server_name: str | None = None,
@@ -518,6 +531,14 @@ class Content:
self.inputs = inputs
self.outputs = outputs
self.image_id = image_id
+ self.commands = commands
+ self.timeout_ms = timeout_ms
+ self.max_output_length = max_output_length
+ self.status = status
+ self.stdout = stdout
+ self.stderr = stderr
+ self.exit_code = exit_code
+ self.timed_out = timed_out
self.tool_name = tool_name
self.server_name = server_name
self.output = output
@@ -908,6 +929,112 @@ class Content:
raw_representation=raw_representation,
)
+ @classmethod
+ def from_shell_tool_call(
+ cls: type[ContentT],
+ *,
+ call_id: str | None = None,
+ commands: list[str] | None = None,
+ timeout_ms: int | None = None,
+ max_output_length: int | None = None,
+ status: str | None = None,
+ annotations: Sequence[Annotation] | None = None,
+ additional_properties: MutableMapping[str, Any] | None = None,
+ raw_representation: Any = None,
+ ) -> ContentT:
+ """Create shell tool call content.
+
+ This content represents the model's request to run one or more shell
+ commands. It is request metadata, not command output.
+
+ Keyword Args:
+ call_id: The unique identifier for this tool call.
+ commands: The list of commands to execute.
+ timeout_ms: The timeout in milliseconds for the shell command execution.
+ max_output_length: The maximum output length in characters.
+ status: The status of the shell call (e.g., "in_progress", "completed", "incomplete").
+ annotations: Optional annotations for this content.
+ additional_properties: Optional additional properties.
+ raw_representation: The raw provider-specific representation.
+ """
+ return cls(
+ "shell_tool_call",
+ call_id=call_id,
+ commands=commands,
+ timeout_ms=timeout_ms,
+ max_output_length=max_output_length,
+ status=status,
+ annotations=annotations,
+ additional_properties=additional_properties,
+ raw_representation=raw_representation,
+ )
+
+ @classmethod
+ def from_shell_tool_result(
+ cls: type[ContentT],
+ *,
+ call_id: str | None = None,
+ outputs: Sequence[Content] | None = None,
+ max_output_length: int | None = None,
+ annotations: Sequence[Annotation] | None = None,
+ additional_properties: MutableMapping[str, Any] | None = None,
+ raw_representation: Any = None,
+ ) -> ContentT:
+ """Create shell tool result content.
+
+ This content represents the aggregate result for a shell tool call.
+ Use :meth:`from_shell_command_output` to build each per-command output
+ item and pass those objects via ``outputs``.
+
+ Keyword Args:
+ call_id: The function call ID for which this is the result.
+ outputs: The list of shell command output Content objects.
+ max_output_length: The maximum output length in characters.
+ annotations: Optional annotations for this content.
+ additional_properties: Optional additional properties.
+ raw_representation: The raw provider-specific representation.
+ """
+ return cls(
+ "shell_tool_result",
+ call_id=call_id,
+ outputs=list(outputs) if outputs is not None else None,
+ max_output_length=max_output_length,
+ annotations=annotations,
+ additional_properties=additional_properties,
+ raw_representation=raw_representation,
+ )
+
+ @classmethod
+ def from_shell_command_output(
+ cls: type[ContentT],
+ *,
+ stdout: str | None = None,
+ stderr: str | None = None,
+ exit_code: int | None = None,
+ timed_out: bool | None = None,
+ additional_properties: MutableMapping[str, Any] | None = None,
+ raw_representation: Any = None,
+ ) -> ContentT:
+ """Create shell command output content for one command execution.
+
+ Keyword Args:
+ stdout: The standard output of the command.
+ stderr: The standard error output of the command.
+ exit_code: The exit code of the command, or None if the command timed out.
+ timed_out: Whether the command execution timed out.
+ additional_properties: Optional additional properties.
+ raw_representation: The raw provider-specific representation.
+ """
+ return cls(
+ "shell_command_output",
+ stdout=stdout,
+ stderr=stderr,
+ exit_code=exit_code,
+ timed_out=timed_out,
+ additional_properties=additional_properties,
+ raw_representation=raw_representation,
+ )
+
@classmethod
def from_mcp_server_tool_call(
cls: type[ContentT],
@@ -1034,6 +1161,14 @@ class Content:
"inputs",
"outputs",
"image_id",
+ "commands",
+ "timeout_ms",
+ "max_output_length",
+ "status",
+ "stdout",
+ "stderr",
+ "exit_code",
+ "timed_out",
"tool_name",
"server_name",
"output",
diff --git a/python/packages/core/agent_framework/openai/_assistants_client.py b/python/packages/core/agent_framework/openai/_assistants_client.py
index 1c8aafc94e..17b801a36a 100644
--- a/python/packages/core/agent_framework/openai/_assistants_client.py
+++ b/python/packages/core/agent_framework/openai/_assistants_client.py
@@ -639,9 +639,15 @@ class OpenAIAssistantsClient( # type: ignore[misc]
additional_properties=props,
raw_representation=completed_annotation,
)
- if completed_annotation.file_citation and completed_annotation.file_citation.file_id:
+ if (
+ completed_annotation.file_citation
+ and completed_annotation.file_citation.file_id
+ ):
ann["file_id"] = completed_annotation.file_citation.file_id
- if completed_annotation.start_index is not None and completed_annotation.end_index is not None:
+ if (
+ completed_annotation.start_index is not None
+ and completed_annotation.end_index is not None
+ ):
ann["annotated_regions"] = [
TextSpanRegion(
type="text_span",
@@ -660,7 +666,10 @@ class OpenAIAssistantsClient( # type: ignore[misc]
)
if completed_annotation.file_path and completed_annotation.file_path.file_id:
ann["file_id"] = completed_annotation.file_path.file_id
- if completed_annotation.start_index is not None and completed_annotation.end_index is not None:
+ if (
+ completed_annotation.start_index is not None
+ and completed_annotation.end_index is not None
+ ):
ann["annotated_regions"] = [
TextSpanRegion(
type="text_span",
diff --git a/python/packages/core/agent_framework/openai/_responses_client.py b/python/packages/core/agent_framework/openai/_responses_client.py
index 5ba0bbc686..f11b60b767 100644
--- a/python/packages/core/agent_framework/openai/_responses_client.py
+++ b/python/packages/core/agent_framework/openai/_responses_client.py
@@ -2,7 +2,9 @@
from __future__ import annotations
+import json
import logging
+import shlex
import sys
from collections.abc import (
AsyncIterable,
@@ -17,6 +19,7 @@ from itertools import chain
from typing import TYPE_CHECKING, Any, ClassVar, Generic, Literal, NoReturn, TypedDict, cast
from openai import AsyncOpenAI, BadRequestError
+from openai.types.responses import FunctionShellTool
from openai.types.responses.file_search_tool_param import FileSearchToolParam
from openai.types.responses.function_tool_param import FunctionToolParam
from openai.types.responses.parsed_response import (
@@ -40,11 +43,13 @@ from .._clients import BaseChatClient
from .._middleware import ChatMiddlewareLayer
from .._settings import load_settings
from .._tools import (
+ SHELL_TOOL_KIND_VALUE,
FunctionInvocationConfiguration,
FunctionInvocationLayer,
FunctionTool,
ToolTypes,
normalize_tools,
+ tool,
)
from .._types import (
Annotation,
@@ -92,6 +97,12 @@ if TYPE_CHECKING:
)
logger = logging.getLogger("agent_framework.openai")
+OPENAI_SHELL_ENVIRONMENT_KEY = "openai.responses.shell.environment"
+OPENAI_SHELL_OUTPUT_TYPE_KEY = "openai.responses.shell.output_type"
+OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY = "openai.responses.local_shell.call_item_id"
+OPENAI_LOCAL_SHELL_COMMAND_PARTS_KEY = "openai.local_shell_command_parts"
+OPENAI_SHELL_OUTPUT_TYPE_SHELL_CALL = "shell_call_output"
+OPENAI_SHELL_OUTPUT_TYPE_LOCAL_SHELL_CALL = "local_shell_call_output"
class OpenAIContinuationToken(ContinuationToken):
@@ -432,7 +443,9 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
) -> list[Any]:
"""Prepare tools for the OpenAI Responses API.
- Converts FunctionTool to Responses API format. All other tools pass through unchanged.
+ Converts FunctionTool to Responses API format. Shell-enabled FunctionTools
+ with explicit shell environment metadata are mapped to OpenAI shell tools.
+ All other tools pass through unchanged.
Args:
tools: A single tool or sequence of tools to prepare.
@@ -444,24 +457,49 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
if not tools_list:
return []
response_tools: list[Any] = []
- for tool in tools_list:
- if isinstance(tool, FunctionTool):
- params = tool.parameters()
+ for tool_item in tools_list:
+ if isinstance(tool_item, FunctionTool) and tool_item.kind == SHELL_TOOL_KIND_VALUE:
+ shell_env = (tool_item.additional_properties or {}).get(OPENAI_SHELL_ENVIRONMENT_KEY)
+ if isinstance(shell_env, Mapping):
+ response_tools.append(
+ FunctionShellTool(
+ type="shell",
+ environment=dict(shell_env),
+ )
+ )
+ continue
+ if isinstance(tool_item, FunctionTool):
+ params = tool_item.parameters()
params["additionalProperties"] = False
response_tools.append(
FunctionToolParam(
- name=tool.name,
+ name=tool_item.name,
parameters=params,
strict=False,
type="function",
- description=tool.description,
+ description=tool_item.description,
)
)
else:
# Pass through all other tools (dicts, SDK types) unchanged
- response_tools.append(tool)
+ response_tools.append(tool_item)
return response_tools
+ def _get_local_shell_tool_name(
+ self,
+ tools: ToolTypes | Callable[..., Any] | Sequence[ToolTypes | Callable[..., Any]] | None,
+ ) -> str | None:
+ """Return the name of the configured local shell tool function, if any."""
+ for tool_item in normalize_tools(tools):
+ if not isinstance(tool_item, FunctionTool):
+ continue
+ if tool_item.kind != SHELL_TOOL_KIND_VALUE:
+ continue
+ shell_env = (tool_item.additional_properties or {}).get(OPENAI_SHELL_ENVIRONMENT_KEY)
+ if isinstance(shell_env, Mapping) and shell_env.get("type") == "local":
+ return tool_item.name
+ return None
+
# region Hosted Tool Factory Methods
@staticmethod
@@ -622,6 +660,92 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
return tool
+ @staticmethod
+ def get_shell_tool(
+ *,
+ func: Callable[..., Any] | FunctionTool | None = None,
+ environment: Literal["auto"] | dict[str, Any] | None = "auto",
+ name: str | None = None,
+ description: str | None = None,
+ approval_mode: Literal["always_require", "never_require"] | None = None,
+ ) -> Any:
+ """Create a shell tool for the Responses API.
+
+ - When ``func`` is ``None`` (default), returns an OpenAI hosted shell
+ tool declaration.
+ - When ``func`` is provided, returns a local FunctionTool that is
+ declared to OpenAI as a local shell tool and executed via the function
+ invocation layer.
+
+ Keyword Args:
+ func: Optional local shell function or ``FunctionTool``.
+ environment: Container environment configuration.
+ Used only when ``func`` is ``None``.
+ Use ``"auto"`` (default) for managed containers, or provide a
+ dict with explicit hosted container settings.
+ name: Optional local tool name when ``func`` is provided.
+ description: Optional local tool description when ``func`` is provided.
+ approval_mode: Optional local tool approval mode.
+
+ Returns:
+ A hosted shell declaration or a local shell FunctionTool.
+
+ Examples:
+ .. code-block:: python
+
+ from agent_framework.openai import OpenAIResponsesClient
+
+ # Hosted shell (OpenAI container)
+ tool = OpenAIResponsesClient.get_shell_tool()
+
+ # Hosted shell with custom environment
+ tool = OpenAIResponsesClient.get_shell_tool(
+ environment={"type": "container_auto", "file_ids": ["file-abc"]}
+ )
+
+ # Local shell execution
+ tool = OpenAIResponsesClient.get_shell_tool(
+ func=my_shell_func,
+ )
+ """
+ if func is None:
+ env_config: dict[str, Any] = (
+ dict(environment) if isinstance(environment, dict) else {"type": "container_auto"}
+ )
+ if env_config.get("type") == "local":
+ raise ValueError("Local shell requires func. Provide func for local execution.")
+ return FunctionShellTool(type="shell", environment=env_config)
+
+ if isinstance(environment, dict):
+ raise ValueError("When func is provided, environment config is not supported.")
+ local_env = {"type": "local"}
+
+ base_tool: FunctionTool
+ if isinstance(func, FunctionTool):
+ base_tool = func
+ if name is not None:
+ base_tool.name = name
+ if description is not None:
+ base_tool.description = description
+ if approval_mode is not None:
+ base_tool.approval_mode = approval_mode
+ else:
+ base_tool = tool(
+ func=func,
+ name=name,
+ description=description,
+ approval_mode=approval_mode,
+ )
+
+ if base_tool.func is None:
+ raise ValueError("Shell tool requires an executable function.")
+
+ additional_properties = dict(base_tool.additional_properties or {})
+ additional_properties[OPENAI_SHELL_ENVIRONMENT_KEY] = local_env
+ base_tool.additional_properties = additional_properties
+ base_tool.kind = SHELL_TOOL_KIND_VALUE
+ return base_tool
+
@staticmethod
def get_mcp_tool(
*,
@@ -1044,13 +1168,34 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
"status": None,
}
case "function_result":
+ shell_output_type = (
+ content.additional_properties.get(OPENAI_SHELL_OUTPUT_TYPE_KEY)
+ if content.additional_properties
+ else None
+ )
+ if shell_output_type == OPENAI_SHELL_OUTPUT_TYPE_SHELL_CALL:
+ return {
+ "call_id": content.call_id,
+ "type": OPENAI_SHELL_OUTPUT_TYPE_SHELL_CALL,
+ "output": self._to_shell_call_output_payload(content),
+ }
+ local_shell_call_item_id = (
+ content.additional_properties.get(OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY)
+ if content.additional_properties
+ else None
+ )
+ if shell_output_type == OPENAI_SHELL_OUTPUT_TYPE_LOCAL_SHELL_CALL and local_shell_call_item_id:
+ return {
+ "id": local_shell_call_item_id,
+ "type": OPENAI_SHELL_OUTPUT_TYPE_LOCAL_SHELL_CALL,
+ "output": self._to_local_shell_output_payload(content),
+ }
# call_id for the result needs to be the same as the call_id for the function call
- args: dict[str, Any] = {
+ return {
"call_id": content.call_id,
"type": "function_call_output",
"output": content.result if content.result is not None else "",
}
- return args
case "function_approval_request":
return {
"type": "mcp_approval_request",
@@ -1076,6 +1221,65 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
logger.debug("Unsupported content type passed (type: %s)", content.type)
return {}
+ @staticmethod
+ def _to_local_shell_output_payload(content: Content) -> str:
+ """Convert function tool output to the local shell JSON payload format."""
+ payload: dict[str, Any]
+ if isinstance(content.result, Mapping):
+ payload = dict(content.result)
+ else:
+ payload = {
+ "stdout": "" if content.result is None else str(content.result),
+ }
+ if content.exception is not None and "stderr" not in payload:
+ payload["stderr"] = str(content.exception)
+ if "exit_code" not in payload:
+ payload["exit_code"] = 1 if content.exception else 0
+ return json.dumps(payload, ensure_ascii=False)
+
+ @staticmethod
+ def _to_shell_call_output_payload(content: Content) -> list[dict[str, Any]]:
+ """Convert function tool output to shell_call_output payload format."""
+ payload: dict[str, Any]
+ if isinstance(content.result, Mapping):
+ payload = dict(content.result)
+ else:
+ payload = {
+ "stdout": "" if content.result is None else str(content.result),
+ }
+ if content.exception is not None and "stderr" not in payload:
+ payload["stderr"] = str(content.exception)
+
+ # Pass through native payload shape when tool already returns shell output entries.
+ direct_output = payload.get("output")
+ if isinstance(direct_output, list) and all(isinstance(item, Mapping) for item in direct_output):
+ return [dict(item) for item in direct_output]
+
+ stdout = str(payload.get("stdout", ""))
+ stderr = str(payload.get("stderr", ""))
+ timed_out = bool(payload.get("timed_out", False))
+ if timed_out:
+ outcome: dict[str, Any] = {"type": "timeout"}
+ else:
+ exit_code_raw = payload.get("exit_code")
+ try:
+ exit_code = int(exit_code_raw) if exit_code_raw is not None else (1 if content.exception else 0)
+ except (TypeError, ValueError):
+ exit_code = 1 if content.exception else 0
+ outcome = {"type": "exit", "exit_code": exit_code}
+ return [
+ {
+ "stdout": stdout,
+ "stderr": stderr,
+ "outcome": outcome,
+ }
+ ]
+
+ @staticmethod
+ def _join_shell_commands(commands: Sequence[str]) -> str:
+ """Join shell commands into a single executable command string."""
+ return "\n".join(command for command in commands if command).strip()
+
# region Parse methods
def _parse_response_from_openai(
self,
@@ -1087,6 +1291,7 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
metadata: dict[str, Any] = response.metadata or {}
contents: list[Content] = []
+ local_shell_tool_name = self._get_local_shell_tool_name(options.get("tools"))
for item in response.output: # type: ignore[reportUnknownMemberType]
match item.type:
# types:
@@ -1332,6 +1537,97 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
raw_representation=item,
)
)
+ case "shell_call": # ResponseFunctionShellToolCall
+ shell_call_id = item.call_id if hasattr(item, "call_id") else ""
+ shell_commands: list[str] = []
+ shell_timeout_ms: int | None = None
+ shell_max_output: int | None = None
+ if action := getattr(item, "action", None):
+ shell_commands = list(getattr(action, "commands", []) or [])
+ shell_timeout_ms = getattr(action, "timeout_ms", None)
+ shell_max_output = getattr(action, "max_output_length", None)
+ if local_shell_tool_name:
+ command_text = self._join_shell_commands(shell_commands)
+ contents.append(
+ Content.from_function_call(
+ call_id=shell_call_id,
+ name=local_shell_tool_name,
+ arguments=json.dumps({"command": command_text}),
+ additional_properties={
+ OPENAI_SHELL_OUTPUT_TYPE_KEY: OPENAI_SHELL_OUTPUT_TYPE_SHELL_CALL,
+ OPENAI_LOCAL_SHELL_COMMAND_PARTS_KEY: shell_commands,
+ },
+ raw_representation=item,
+ )
+ )
+ else:
+ contents.append(
+ Content.from_shell_tool_call(
+ call_id=shell_call_id,
+ commands=shell_commands,
+ timeout_ms=shell_timeout_ms,
+ max_output_length=shell_max_output,
+ status=getattr(item, "status", None),
+ raw_representation=item,
+ )
+ )
+ case "local_shell_call":
+ local_call_id = getattr(item, "call_id", None) or ""
+ local_command_parts = list(getattr(getattr(item, "action", None), "command", []) or [])
+ local_command = shlex.join(local_command_parts) if local_command_parts else ""
+ if local_shell_tool_name:
+ contents.append(
+ Content.from_function_call(
+ call_id=local_call_id,
+ name=local_shell_tool_name,
+ arguments=json.dumps({"command": local_command}),
+ additional_properties={
+ OPENAI_SHELL_OUTPUT_TYPE_KEY: OPENAI_SHELL_OUTPUT_TYPE_LOCAL_SHELL_CALL,
+ OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY: getattr(item, "id", None),
+ OPENAI_LOCAL_SHELL_COMMAND_PARTS_KEY: local_command_parts,
+ },
+ raw_representation=item,
+ )
+ )
+ else:
+ contents.append(
+ Content.from_shell_tool_call(
+ call_id=local_call_id,
+ commands=[local_command] if local_command else [],
+ timeout_ms=getattr(getattr(item, "action", None), "timeout_ms", None),
+ status=getattr(item, "status", None),
+ raw_representation=item,
+ )
+ )
+ case "shell_call_output": # ResponseFunctionShellToolCallOutput
+ shell_output_call_id = item.call_id if hasattr(item, "call_id") else ""
+ shell_outputs: list[Content] = []
+ for shell_out in getattr(item, "output", []) or []:
+ s_exit_code: int | None = None
+ s_timed_out: bool | None = None
+ if outcome := getattr(shell_out, "outcome", None):
+ if getattr(outcome, "type", None) == "exit":
+ s_exit_code = getattr(outcome, "exit_code", None)
+ s_timed_out = False
+ elif getattr(outcome, "type", None) == "timeout":
+ s_timed_out = True
+ shell_outputs.append(
+ Content.from_shell_command_output(
+ stdout=getattr(shell_out, "stdout", None),
+ stderr=getattr(shell_out, "stderr", None),
+ exit_code=s_exit_code,
+ timed_out=s_timed_out,
+ raw_representation=shell_out,
+ )
+ )
+ contents.append(
+ Content.from_shell_tool_result(
+ call_id=shell_output_call_id,
+ outputs=shell_outputs,
+ max_output_length=getattr(item, "max_output_length", None),
+ raw_representation=item,
+ )
+ )
case _:
logger.debug("Unparsed output of type: %s: %s", item.type, item)
response_message = Message(role="assistant", contents=contents)
@@ -1370,6 +1666,7 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
"""Parse an OpenAI Responses API streaming event into a ChatResponseUpdate."""
metadata: dict[str, Any] = {}
contents: list[Content] = []
+ local_shell_tool_name = self._get_local_shell_tool_name(options.get("tools"))
conversation_id: str | None = None
response_id: str | None = None
continuation_token: OpenAIContinuationToken | None = None
@@ -1646,6 +1943,97 @@ class RawOpenAIResponsesClient( # type: ignore[misc]
raw_representation=event_item,
)
)
+ case "shell_call": # ResponseFunctionShellToolCall
+ s_call_id = getattr(event_item, "call_id", None) or ""
+ s_commands: list[str] = []
+ s_timeout_ms: int | None = None
+ s_max_output: int | None = None
+ if s_action := getattr(event_item, "action", None):
+ s_commands = list(getattr(s_action, "commands", []) or [])
+ s_timeout_ms = getattr(s_action, "timeout_ms", None)
+ s_max_output = getattr(s_action, "max_output_length", None)
+ if local_shell_tool_name:
+ command_text = self._join_shell_commands(s_commands)
+ contents.append(
+ Content.from_function_call(
+ call_id=s_call_id,
+ name=local_shell_tool_name,
+ arguments=json.dumps({"command": command_text}),
+ additional_properties={
+ OPENAI_SHELL_OUTPUT_TYPE_KEY: OPENAI_SHELL_OUTPUT_TYPE_SHELL_CALL,
+ OPENAI_LOCAL_SHELL_COMMAND_PARTS_KEY: s_commands,
+ },
+ raw_representation=event_item,
+ )
+ )
+ else:
+ contents.append(
+ Content.from_shell_tool_call(
+ call_id=s_call_id,
+ commands=s_commands,
+ timeout_ms=s_timeout_ms,
+ max_output_length=s_max_output,
+ status=getattr(event_item, "status", None),
+ raw_representation=event_item,
+ )
+ )
+ case "local_shell_call":
+ local_call_id = getattr(event_item, "call_id", None) or ""
+ local_command_parts = list(getattr(getattr(event_item, "action", None), "command", []) or [])
+ local_command = shlex.join(local_command_parts) if local_command_parts else ""
+ if local_shell_tool_name:
+ contents.append(
+ Content.from_function_call(
+ call_id=local_call_id,
+ name=local_shell_tool_name,
+ arguments=json.dumps({"command": local_command}),
+ additional_properties={
+ OPENAI_SHELL_OUTPUT_TYPE_KEY: OPENAI_SHELL_OUTPUT_TYPE_LOCAL_SHELL_CALL,
+ OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY: getattr(event_item, "id", None),
+ OPENAI_LOCAL_SHELL_COMMAND_PARTS_KEY: local_command_parts,
+ },
+ raw_representation=event_item,
+ )
+ )
+ else:
+ contents.append(
+ Content.from_shell_tool_call(
+ call_id=local_call_id,
+ commands=[local_command] if local_command else [],
+ timeout_ms=getattr(getattr(event_item, "action", None), "timeout_ms", None),
+ status=getattr(event_item, "status", None),
+ raw_representation=event_item,
+ )
+ )
+ case "shell_call_output": # ResponseFunctionShellToolCallOutput
+ s_out_call_id = getattr(event_item, "call_id", None) or ""
+ s_outputs: list[Content] = []
+ for s_out in getattr(event_item, "output", []) or []:
+ s_exit_code: int | None = None
+ s_timed_out: bool | None = None
+ if s_outcome := getattr(s_out, "outcome", None):
+ if getattr(s_outcome, "type", None) == "exit":
+ s_exit_code = getattr(s_outcome, "exit_code", None)
+ s_timed_out = False
+ elif getattr(s_outcome, "type", None) == "timeout":
+ s_timed_out = True
+ s_outputs.append(
+ Content.from_shell_command_output(
+ stdout=getattr(s_out, "stdout", None),
+ stderr=getattr(s_out, "stderr", None),
+ exit_code=s_exit_code,
+ timed_out=s_timed_out,
+ raw_representation=s_out,
+ )
+ )
+ contents.append(
+ Content.from_shell_tool_result(
+ call_id=s_out_call_id,
+ outputs=s_outputs,
+ max_output_length=getattr(event_item, "max_output_length", None),
+ raw_representation=event_item,
+ )
+ )
case "reasoning": # ResponseOutputReasoning
reasoning_id = getattr(event_item, "id", None)
added_reasoning = False
diff --git a/python/packages/core/tests/core/test_types.py b/python/packages/core/tests/core/test_types.py
index 8a8885b919..c858ff1e3f 100644
--- a/python/packages/core/tests/core/test_types.py
+++ b/python/packages/core/tests/core/test_types.py
@@ -332,6 +332,120 @@ def test_mcp_server_tool_call_and_result():
assert call2.call_id == ""
+# region: Shell tool content
+
+
+def test_shell_tool_call_content_creation():
+ call = Content.from_shell_tool_call(
+ call_id="shell-1",
+ commands=["ls -la", "pwd"],
+ timeout_ms=60000,
+ max_output_length=4096,
+ status="completed",
+ )
+
+ assert call.type == "shell_tool_call"
+ assert call.call_id == "shell-1"
+ assert call.commands == ["ls -la", "pwd"]
+ assert call.timeout_ms == 60000
+ assert call.max_output_length == 4096
+ assert call.status == "completed"
+
+
+def test_shell_tool_call_content_minimal():
+ call = Content.from_shell_tool_call(call_id="shell-2")
+
+ assert call.type == "shell_tool_call"
+ assert call.call_id == "shell-2"
+ assert call.commands is None
+ assert call.timeout_ms is None
+ assert call.max_output_length is None
+ assert call.status is None
+
+
+def test_shell_tool_result_content_creation():
+ result = Content.from_shell_tool_result(
+ call_id="shell-1",
+ outputs=[
+ Content.from_shell_command_output(stdout="hello world\n", stderr=None, exit_code=0, timed_out=False),
+ Content.from_shell_command_output(stderr="error msg", exit_code=1, timed_out=False),
+ ],
+ max_output_length=4096,
+ )
+
+ assert result.type == "shell_tool_result"
+ assert result.call_id == "shell-1"
+ assert result.outputs is not None
+ assert len(result.outputs) == 2
+ assert result.outputs[0].type == "shell_command_output"
+ assert result.outputs[0].stdout == "hello world\n"
+ assert result.outputs[0].exit_code == 0
+ assert result.outputs[0].timed_out is False
+ assert result.outputs[1].type == "shell_command_output"
+ assert result.outputs[1].stderr == "error msg"
+ assert result.outputs[1].exit_code == 1
+ assert result.max_output_length == 4096
+
+
+def test_shell_tool_result_with_timeout():
+ result = Content.from_shell_tool_result(
+ call_id="shell-t",
+ outputs=[Content.from_shell_command_output(stdout="partial", timed_out=True)],
+ )
+
+ assert result.type == "shell_tool_result"
+ assert result.outputs is not None
+ assert result.outputs[0].timed_out is True
+ assert result.outputs[0].exit_code is None
+
+
+def test_shell_command_output_content_creation():
+ output = Content.from_shell_command_output(
+ stdout="hello\n",
+ stderr="warn\n",
+ exit_code=0,
+ timed_out=False,
+ )
+
+ assert output.type == "shell_command_output"
+ assert output.stdout == "hello\n"
+ assert output.stderr == "warn\n"
+ assert output.exit_code == 0
+ assert output.timed_out is False
+
+
+def test_shell_content_serialization_roundtrip():
+ call = Content.from_shell_tool_call(
+ call_id="shell-r",
+ commands=["echo hello"],
+ timeout_ms=30000,
+ status="completed",
+ )
+ call_dict = call.to_dict()
+ restored_call = Content.from_dict(call_dict)
+ assert restored_call.type == "shell_tool_call"
+ assert restored_call.call_id == "shell-r"
+ assert restored_call.commands == ["echo hello"]
+ assert restored_call.timeout_ms == 30000
+ assert restored_call.status == "completed"
+
+ result = Content.from_shell_tool_result(
+ call_id="shell-r",
+ outputs=[Content.from_shell_command_output(stdout="hello\n", exit_code=0, timed_out=False)],
+ max_output_length=4096,
+ )
+ result_dict = result.to_dict()
+ restored_result = Content.from_dict(result_dict)
+ assert restored_result.type == "shell_tool_result"
+ assert restored_result.call_id == "shell-r"
+ assert restored_result.outputs is not None
+ assert len(restored_result.outputs) == 1
+ assert restored_result.outputs[0].type == "shell_command_output"
+ assert restored_result.outputs[0].stdout == "hello\n"
+ assert restored_result.outputs[0].exit_code == 0
+ assert restored_result.max_output_length == 4096
+
+
# region: HostedVectorStoreContent
diff --git a/python/packages/core/tests/openai/test_openai_assistants_client.py b/python/packages/core/tests/openai/test_openai_assistants_client.py
index 1ce40eeba0..21f7173ca3 100644
--- a/python/packages/core/tests/openai/test_openai_assistants_client.py
+++ b/python/packages/core/tests/openai/test_openai_assistants_client.py
@@ -7,19 +7,6 @@ from typing import Annotated, Any
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
-from agent_framework import (
- Agent,
- AgentResponse,
- AgentResponseUpdate,
- AgentSession,
- ChatResponse,
- ChatResponseUpdate,
- Content,
- Message,
- SupportsChatGetResponse,
- tool,
-)
-from agent_framework.openai import OpenAIAssistantsClient
from openai.types.beta.threads import (
FileCitationAnnotation,
FilePathAnnotation,
@@ -35,6 +22,20 @@ from openai.types.beta.threads.file_path_delta_annotation import FilePathDeltaAn
from openai.types.beta.threads.runs import RunStep
from pydantic import Field
+from agent_framework import (
+ Agent,
+ AgentResponse,
+ AgentResponseUpdate,
+ AgentSession,
+ ChatResponse,
+ ChatResponseUpdate,
+ Content,
+ Message,
+ SupportsChatGetResponse,
+ tool,
+)
+from agent_framework.openai import OpenAIAssistantsClient
+
skip_if_openai_integration_tests_disabled = pytest.mark.skipif(
os.getenv("OPENAI_API_KEY", "") in ("", "test-dummy-key"),
reason="No real OPENAI_API_KEY provided; skipping integration tests.",
@@ -1720,8 +1721,6 @@ class TestMessageCompletedAnnotations:
assert ann["annotated_regions"][0]["start_index"] == 10
assert ann["annotated_regions"][0]["end_index"] == 24
-
-
@pytest.mark.asyncio
async def test_message_completed_with_file_path(self, client):
"""Verify file path annotations are extracted from completed messages."""
diff --git a/python/packages/core/tests/openai/test_openai_responses_client.py b/python/packages/core/tests/openai/test_openai_responses_client.py
index 7eaae1e776..e049dbd16e 100644
--- a/python/packages/core/tests/openai/test_openai_responses_client.py
+++ b/python/packages/core/tests/openai/test_openai_responses_client.py
@@ -31,6 +31,7 @@ from agent_framework import (
ChatResponse,
ChatResponseUpdate,
Content,
+ FunctionTool,
Message,
SupportsChatGetResponse,
tool,
@@ -38,6 +39,7 @@ from agent_framework import (
from agent_framework.exceptions import ChatClientException, ChatClientInvalidRequestException
from agent_framework.openai import OpenAIResponsesClient
from agent_framework.openai._exceptions import OpenAIContentFilterException
+from agent_framework.openai._responses_client import OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY
skip_if_openai_integration_tests_disabled = pytest.mark.skipif(
os.getenv("OPENAI_API_KEY", "") in ("", "test-dummy-key"),
@@ -564,6 +566,386 @@ def test_response_content_creation_with_code_interpreter() -> None:
assert any(out.type == "uri" for out in result_content.outputs)
+def test_get_shell_tool_basic() -> None:
+ """Test get_shell_tool returns hosted shell config with default auto environment."""
+ tool = OpenAIResponsesClient.get_shell_tool()
+ assert tool.type == "shell"
+ assert tool.environment.type == "container_auto"
+
+
+def test_get_shell_tool_rejects_local_without_func() -> None:
+ """Local environment requires a local function executor."""
+ with pytest.raises(ValueError, match="Local shell requires func"):
+ OpenAIResponsesClient.get_shell_tool(environment={"type": "local"})
+
+
+def test_get_shell_tool_rejects_environment_config_with_func() -> None:
+ """Environment config is hosted-only and must not be passed with func."""
+
+ def local_exec(command: str) -> str:
+ return command
+
+ with pytest.raises(ValueError, match="environment config is not supported"):
+ OpenAIResponsesClient.get_shell_tool(
+ func=local_exec,
+ environment={"type": "container_auto"},
+ )
+
+
+def test_get_shell_tool_local_executor_maps_to_shell_tool() -> None:
+ """Test local shell FunctionTool maps to OpenAI shell tool declaration."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+
+ def local_exec(command: str) -> str:
+ return command
+
+ local_shell_tool = OpenAIResponsesClient.get_shell_tool(
+ func=local_exec,
+ approval_mode="never_require",
+ )
+
+ assert isinstance(local_shell_tool, FunctionTool)
+ response_tools = client._prepare_tools_for_openai([local_shell_tool])
+ assert len(response_tools) == 1
+ assert response_tools[0].type == "shell"
+ assert response_tools[0].environment.type == "local"
+
+
+def test_get_shell_tool_reuses_function_tool_instance() -> None:
+ """Passing a FunctionTool should update and return the same tool instance."""
+
+ @tool(name="run_shell", approval_mode="never_require")
+ def run_shell(command: str) -> str:
+ return command
+
+ shell_tool = OpenAIResponsesClient.get_shell_tool(
+ func=run_shell,
+ description="Run local shell command",
+ approval_mode="always_require",
+ )
+
+ assert shell_tool is run_shell
+ assert shell_tool.kind == "shell"
+ assert shell_tool.description == "Run local shell command"
+ assert shell_tool.approval_mode == "always_require"
+ assert (shell_tool.additional_properties or {}).get("openai.responses.shell.environment") == {"type": "local"}
+
+
+def test_response_content_creation_with_local_shell_call_maps_to_function_call() -> None:
+ """Test local_shell_call is translated into function_call for invocation loop."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+
+ def local_exec(command: str) -> str:
+ return command
+
+ local_shell_tool = OpenAIResponsesClient.get_shell_tool(func=local_exec)
+
+ mock_response = MagicMock()
+ mock_response.output_parsed = None
+ mock_response.metadata = {}
+ mock_response.usage = None
+ mock_response.id = "test-id"
+ mock_response.model = "test-model"
+ mock_response.created_at = 1000000000
+ mock_response.status = "completed"
+ mock_response.incomplete = None
+
+ mock_action = MagicMock()
+ mock_action.command = ["python", "--version"]
+ mock_action.timeout_ms = 30000
+
+ mock_local_shell_call = MagicMock()
+ mock_local_shell_call.type = "local_shell_call"
+ mock_local_shell_call.id = "local-shell-item-1"
+ mock_local_shell_call.call_id = "local-shell-call-1"
+ mock_local_shell_call.action = mock_action
+ mock_local_shell_call.status = "completed"
+
+ mock_response.output = [mock_local_shell_call]
+
+ response = client._parse_response_from_openai(mock_response, options={"tools": [local_shell_tool]}) # type: ignore[arg-type]
+ assert len(response.messages[0].contents) == 1
+ call_content = response.messages[0].contents[0]
+ assert call_content.type == "function_call"
+ assert call_content.call_id == "local-shell-call-1"
+ assert call_content.name == local_shell_tool.name
+ assert call_content.parse_arguments() == {"command": "python --version"}
+ assert call_content.additional_properties[OPENAI_LOCAL_SHELL_CALL_ITEM_ID_KEY] == "local-shell-item-1"
+
+
+@pytest.mark.asyncio
+async def test_local_shell_tool_is_invoked_in_function_loop() -> None:
+ """Test local shell call executes executor and sends local_shell_call_output."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+ executed_commands: list[str] = []
+
+ def local_exec(command: str) -> str:
+ executed_commands.append(command)
+ return "Python 3.13.0"
+
+ local_shell_tool = OpenAIResponsesClient.get_shell_tool(
+ func=local_exec,
+ approval_mode="never_require",
+ )
+
+ mock_response1 = MagicMock()
+ mock_response1.output_parsed = None
+ mock_response1.metadata = {}
+ mock_response1.usage = None
+ mock_response1.id = "resp-1"
+ mock_response1.model = "test-model"
+ mock_response1.created_at = 1000000000
+ mock_response1.status = "completed"
+ mock_response1.finish_reason = "tool_calls"
+ mock_response1.incomplete = None
+
+ mock_action = MagicMock()
+ mock_action.command = ["python", "--version"]
+ mock_action.timeout_ms = 30000
+
+ mock_local_shell_call = MagicMock()
+ mock_local_shell_call.type = "local_shell_call"
+ mock_local_shell_call.id = "local-shell-item-1"
+ mock_local_shell_call.call_id = "local-shell-call-1"
+ mock_local_shell_call.action = mock_action
+ mock_local_shell_call.status = "completed"
+ mock_response1.output = [mock_local_shell_call]
+
+ mock_response2 = MagicMock()
+ mock_response2.output_parsed = None
+ mock_response2.metadata = {}
+ mock_response2.usage = None
+ mock_response2.id = "resp-2"
+ mock_response2.model = "test-model"
+ mock_response2.created_at = 1000000001
+ mock_response2.status = "completed"
+ mock_response2.finish_reason = "stop"
+ mock_response2.incomplete = None
+
+ mock_text_item = MagicMock()
+ mock_text_item.type = "message"
+ mock_text_content = MagicMock()
+ mock_text_content.type = "output_text"
+ mock_text_content.text = "Python 3.13.0"
+ mock_text_item.content = [mock_text_content]
+ mock_response2.output = [mock_text_item]
+
+ with patch.object(client.client.responses, "create", side_effect=[mock_response1, mock_response2]) as mock_create:
+ await client.get_response(
+ messages=[Message(role="user", text="What Python version is available?")],
+ options={"tools": [local_shell_tool]},
+ )
+
+ assert executed_commands == ["python --version"]
+ assert mock_create.call_count == 2
+ second_call_input = mock_create.call_args_list[1].kwargs["input"]
+ local_shell_outputs = [item for item in second_call_input if item.get("type") == "local_shell_call_output"]
+ assert len(local_shell_outputs) == 1
+ output_payload = json.loads(local_shell_outputs[0]["output"])
+ assert output_payload["stdout"] == "Python 3.13.0"
+
+
+@pytest.mark.asyncio
+async def test_shell_call_is_invoked_as_local_shell_function_loop() -> None:
+ """Test shell_call maps to local function invocation and returns shell_call_output."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+ executed_commands: list[str] = []
+
+ def local_exec(command: str) -> str:
+ executed_commands.append(command)
+ return "Python 3.13.0"
+
+ local_shell_tool = OpenAIResponsesClient.get_shell_tool(
+ func=local_exec,
+ approval_mode="never_require",
+ )
+
+ mock_response1 = MagicMock()
+ mock_response1.output_parsed = None
+ mock_response1.metadata = {}
+ mock_response1.usage = None
+ mock_response1.id = "resp-1"
+ mock_response1.model = "test-model"
+ mock_response1.created_at = 1000000000
+ mock_response1.status = "completed"
+ mock_response1.finish_reason = "tool_calls"
+ mock_response1.incomplete = None
+
+ mock_action = MagicMock()
+ mock_action.commands = ["python --version"]
+ mock_action.timeout_ms = 30000
+ mock_action.max_output_length = 4096
+
+ mock_shell_call = MagicMock()
+ mock_shell_call.type = "shell_call"
+ mock_shell_call.id = "sh_test_shell_call_1"
+ mock_shell_call.call_id = "shell-call-1"
+ mock_shell_call.action = mock_action
+ mock_shell_call.status = "completed"
+ mock_response1.output = [mock_shell_call]
+
+ mock_response2 = MagicMock()
+ mock_response2.output_parsed = None
+ mock_response2.metadata = {}
+ mock_response2.usage = None
+ mock_response2.id = "resp-2"
+ mock_response2.model = "test-model"
+ mock_response2.created_at = 1000000001
+ mock_response2.status = "completed"
+ mock_response2.finish_reason = "stop"
+ mock_response2.incomplete = None
+
+ mock_text_item = MagicMock()
+ mock_text_item.type = "message"
+ mock_text_content = MagicMock()
+ mock_text_content.type = "output_text"
+ mock_text_content.text = "Python 3.13.0"
+ mock_text_item.content = [mock_text_content]
+ mock_response2.output = [mock_text_item]
+
+ with patch.object(client.client.responses, "create", side_effect=[mock_response1, mock_response2]) as mock_create:
+ await client.get_response(
+ messages=[Message(role="user", text="What Python version is available?")],
+ options={"tools": [local_shell_tool]},
+ )
+
+ assert executed_commands == ["python --version"]
+ assert mock_create.call_count == 2
+ second_call_input = mock_create.call_args_list[1].kwargs["input"]
+ shell_outputs = [item for item in second_call_input if item.get("type") == "shell_call_output"]
+ assert len(shell_outputs) == 1
+ assert shell_outputs[0]["call_id"] == "shell-call-1"
+ assert isinstance(shell_outputs[0]["output"], list)
+ assert shell_outputs[0]["output"][0]["stdout"] == "Python 3.13.0"
+ local_shell_outputs = [item for item in second_call_input if item.get("type") == "local_shell_call_output"]
+ assert len(local_shell_outputs) == 0
+
+
+def test_response_content_creation_with_shell_call() -> None:
+ """Test _parse_response_from_openai with shell_call output."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+
+ mock_response = MagicMock()
+ mock_response.output_parsed = None
+ mock_response.metadata = {}
+ mock_response.usage = None
+ mock_response.id = "test-id"
+ mock_response.model = "test-model"
+ mock_response.created_at = 1000000000
+ mock_response.status = "completed"
+ mock_response.incomplete = None
+
+ mock_action = MagicMock()
+ mock_action.commands = ["ls -la", "pwd"]
+ mock_action.timeout_ms = 60000
+ mock_action.max_output_length = 4096
+
+ mock_shell_call = MagicMock()
+ mock_shell_call.type = "shell_call"
+ mock_shell_call.call_id = "shell-call-1"
+ mock_shell_call.action = mock_action
+ mock_shell_call.status = "completed"
+
+ mock_response.output = [mock_shell_call]
+
+ response = client._parse_response_from_openai(mock_response, options={}) # type: ignore
+
+ assert len(response.messages[0].contents) == 1
+ call_content = response.messages[0].contents[0]
+ assert call_content.type == "shell_tool_call"
+ assert call_content.call_id == "shell-call-1"
+ assert call_content.commands == ["ls -la", "pwd"]
+ assert call_content.timeout_ms == 60000
+ assert call_content.max_output_length == 4096
+ assert call_content.status == "completed"
+
+
+def test_response_content_creation_with_shell_call_output() -> None:
+ """Test _parse_response_from_openai with shell_call_output output."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+
+ mock_response = MagicMock()
+ mock_response.output_parsed = None
+ mock_response.metadata = {}
+ mock_response.usage = None
+ mock_response.id = "test-id"
+ mock_response.model = "test-model"
+ mock_response.created_at = 1000000000
+ mock_response.status = "completed"
+ mock_response.incomplete = None
+
+ mock_outcome = MagicMock()
+ mock_outcome.type = "exit"
+ mock_outcome.exit_code = 0
+
+ mock_output_entry = MagicMock()
+ mock_output_entry.stdout = "hello world\n"
+ mock_output_entry.stderr = ""
+ mock_output_entry.outcome = mock_outcome
+
+ mock_shell_output = MagicMock()
+ mock_shell_output.type = "shell_call_output"
+ mock_shell_output.call_id = "shell-call-1"
+ mock_shell_output.output = [mock_output_entry]
+ mock_shell_output.max_output_length = 4096
+
+ mock_response.output = [mock_shell_output]
+
+ response = client._parse_response_from_openai(mock_response, options={}) # type: ignore
+
+ assert len(response.messages[0].contents) == 1
+ result_content = response.messages[0].contents[0]
+ assert result_content.type == "shell_tool_result"
+ assert result_content.call_id == "shell-call-1"
+ assert result_content.outputs is not None
+ assert len(result_content.outputs) == 1
+ assert result_content.outputs[0].type == "shell_command_output"
+ assert result_content.outputs[0].stdout == "hello world\n"
+ assert result_content.outputs[0].exit_code == 0
+ assert result_content.outputs[0].timed_out is False
+ assert result_content.max_output_length == 4096
+
+
+def test_response_content_creation_with_shell_call_timeout() -> None:
+ """Test _parse_response_from_openai with shell_call_output that timed out."""
+ client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
+
+ mock_response = MagicMock()
+ mock_response.output_parsed = None
+ mock_response.metadata = {}
+ mock_response.usage = None
+ mock_response.id = "test-id"
+ mock_response.model = "test-model"
+ mock_response.created_at = 1000000000
+ mock_response.status = "completed"
+ mock_response.incomplete = None
+
+ mock_outcome = MagicMock()
+ mock_outcome.type = "timeout"
+
+ mock_output_entry = MagicMock()
+ mock_output_entry.stdout = "partial output"
+ mock_output_entry.stderr = None
+ mock_output_entry.outcome = mock_outcome
+
+ mock_shell_output = MagicMock()
+ mock_shell_output.type = "shell_call_output"
+ mock_shell_output.call_id = "shell-call-t"
+ mock_shell_output.output = [mock_output_entry]
+ mock_shell_output.max_output_length = None
+
+ mock_response.output = [mock_shell_output]
+
+ response = client._parse_response_from_openai(mock_response, options={}) # type: ignore
+
+ result_content = response.messages[0].contents[0]
+ assert result_content.type == "shell_tool_result"
+ assert result_content.outputs is not None
+ assert result_content.outputs[0].type == "shell_command_output"
+ assert result_content.outputs[0].timed_out is True
+ assert result_content.outputs[0].exit_code is None
+
+
def test_response_content_creation_with_function_call() -> None:
"""Test _parse_response_from_openai with function call content."""
client = OpenAIResponsesClient(model_id="test-model", api_key="test-key")
diff --git a/python/packages/core/tests/workflow/test_agent_executor.py b/python/packages/core/tests/workflow/test_agent_executor.py
index db53868ee1..4a850db642 100644
--- a/python/packages/core/tests/workflow/test_agent_executor.py
+++ b/python/packages/core/tests/workflow/test_agent_executor.py
@@ -286,9 +286,7 @@ async def test_agent_executor_run_streaming_with_stream_kwarg_does_not_raise() -
@pytest.mark.parametrize("reserved_kwarg", ["session", "stream", "messages"])
-async def test_prepare_agent_run_args_strips_reserved_kwargs(
- reserved_kwarg: str, caplog: "LogCaptureFixture"
-) -> None:
+async def test_prepare_agent_run_args_strips_reserved_kwargs(reserved_kwarg: str, caplog: "LogCaptureFixture") -> None:
"""_prepare_agent_run_args must remove reserved kwargs and log a warning."""
raw = {reserved_kwarg: "should-be-stripped", "custom_key": "keep-me"}
diff --git a/python/packages/core/tests/workflow/test_workflow_kwargs.py b/python/packages/core/tests/workflow/test_workflow_kwargs.py
index 379435e124..ce1465effc 100644
--- a/python/packages/core/tests/workflow/test_workflow_kwargs.py
+++ b/python/packages/core/tests/workflow/test_workflow_kwargs.py
@@ -499,9 +499,7 @@ async def test_kwargs_preserved_on_response_continuation() -> None:
# Continue with responses only — no new kwargs
approval = request_events[0]
- await workflow.run(
- responses={approval.request_id: approval.data.to_function_approval_response(True)}
- )
+ await workflow.run(responses={approval.request_id: approval.data.to_function_approval_response(True)})
# Both calls should have received the original kwargs
assert len(agent.captured_kwargs) == 2
diff --git a/python/samples/02-agents/providers/anthropic/anthropic_with_shell.py b/python/samples/02-agents/providers/anthropic/anthropic_with_shell.py
new file mode 100644
index 0000000000..40c6aedc43
--- /dev/null
+++ b/python/samples/02-agents/providers/anthropic/anthropic_with_shell.py
@@ -0,0 +1,100 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+import asyncio
+import subprocess
+from typing import Any
+
+from agent_framework import Agent, Message, tool
+from agent_framework.anthropic import AnthropicClient
+from dotenv import load_dotenv
+
+# Load environment variables from .env file
+load_dotenv()
+
+"""
+Anthropic Client with Shell Tool Example
+
+This sample demonstrates using @tool(approval_mode=...) with AnthropicClient
+for executing bash commands locally. The bash tool tells the model it can
+request shell commands, while the actual execution happens on YOUR machine
+via a user-provided function.
+
+SECURITY NOTE: This example executes real commands on your local machine.
+Only enable this when you trust the agent's actions. Consider implementing
+allowlists, sandboxing, or approval workflows for production use.
+"""
+
+
+@tool(approval_mode="always_require")
+def run_bash(command: str) -> str:
+ """Execute a bash command using subprocess and return the output."""
+ try:
+ result = subprocess.run(
+ command,
+ shell=True,
+ capture_output=True,
+ text=True,
+ timeout=30,
+ )
+ parts: list[str] = []
+ if result.stdout:
+ parts.append(result.stdout)
+ if result.stderr:
+ parts.append(f"stderr: {result.stderr}")
+ parts.append(f"exit_code: {result.returncode}")
+ return "\n".join(parts)
+ except subprocess.TimeoutExpired:
+ return "Command timed out after 30 seconds"
+ except Exception as e:
+ return f"Error executing command: {e}"
+
+
+async def main() -> None:
+ """Example showing how to use the shell tool with AnthropicClient."""
+ print("=== Anthropic Agent with Shell Tool Example ===")
+ print("NOTE: Commands will execute on your local machine.\n")
+
+ client = AnthropicClient()
+ shell = client.get_shell_tool(func=run_bash)
+ agent = Agent(
+ client=client,
+ instructions="You are a helpful assistant that can execute bash commands to answer questions.",
+ tools=[shell],
+ )
+
+ query = "Use bash to print 'Hello from Anthropic shell!' and show the current working directory"
+ print(f"User: {query}")
+ result = await run_with_approvals(query, agent)
+ print(f"Result: {result}\n")
+
+
+async def run_with_approvals(query: str, agent: Agent) -> Any:
+ """Run the agent and handle shell approvals outside tool execution."""
+ current_input: str | list[Any] = query
+ while True:
+ result = await agent.run(current_input)
+ if not result.user_input_requests:
+ return result
+
+ next_input: list[Any] = [query]
+ rejected = False
+ for user_input_needed in result.user_input_requests:
+ print(
+ f"\nShell request: {user_input_needed.function_call.name}"
+ f"\nArguments: {user_input_needed.function_call.arguments}"
+ )
+ user_approval = await asyncio.to_thread(input, "\nApprove shell command? (y/n): ")
+ approved = user_approval.strip().lower() == "y"
+ next_input.append(Message("assistant", [user_input_needed]))
+ next_input.append(Message("user", [user_input_needed.to_function_approval_response(approved)]))
+ if not approved:
+ rejected = True
+ break
+ if rejected:
+ print("\nShell command rejected. Stopping without additional approval prompts.")
+ return "Shell command execution was rejected by user."
+ current_input = next_input
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
diff --git a/python/samples/02-agents/providers/openai/openai_responses_client_with_local_shell.py b/python/samples/02-agents/providers/openai/openai_responses_client_with_local_shell.py
new file mode 100644
index 0000000000..b3135702a7
--- /dev/null
+++ b/python/samples/02-agents/providers/openai/openai_responses_client_with_local_shell.py
@@ -0,0 +1,116 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+import asyncio
+import subprocess
+from typing import Any
+
+from agent_framework import Agent, Message, tool
+from agent_framework.openai import OpenAIResponsesClient
+from dotenv import load_dotenv
+
+# Load environment variables from .env file
+load_dotenv()
+
+"""
+OpenAI Responses Client with Local Shell Tool Example
+
+This sample demonstrates implementing a local shell tool using get_shell_tool(func=...)
+that wraps Python's subprocess module. Unlike the hosted shell tool (get_shell_tool()),
+local shell execution runs commands on YOUR machine, not in a remote container.
+
+SECURITY NOTE: This example executes real commands on your local machine.
+Only enable this when you trust the agent's actions. Consider implementing
+allowlists, sandboxing, or approval workflows for production use.
+"""
+
+
+@tool(approval_mode="always_require")
+def run_bash(command: str) -> str:
+ """Execute a shell command locally and return stdout, stderr, and exit code."""
+ try:
+ result = subprocess.run(
+ command,
+ shell=True,
+ capture_output=True,
+ text=True,
+ timeout=30,
+ )
+ parts: list[str] = []
+ if result.stdout:
+ parts.append(result.stdout)
+ if result.stderr:
+ parts.append(f"stderr: {result.stderr}")
+ parts.append(f"exit_code: {result.returncode}")
+ return "\n".join(parts)
+ except subprocess.TimeoutExpired:
+ return "Command timed out after 30 seconds"
+ except Exception as e:
+ return f"Error executing command: {e}"
+
+
+async def main() -> None:
+ """Example showing how to use a local shell tool with OpenAI."""
+ print("=== OpenAI Agent with Local Shell Tool Example ===")
+ print("NOTE: Commands will execute on your local machine.\n")
+
+ client = OpenAIResponsesClient()
+ local_shell_tool = client.get_shell_tool(
+ func=run_bash,
+ )
+
+ agent = Agent(
+ client=client,
+ instructions="You are a helpful assistant that can run shell commands to help the user.",
+ tools=[local_shell_tool],
+ )
+
+ query = "Use the run_bash tool to execute `python --version` and show only the command output."
+ print(f"User: {query}")
+ result = await run_with_approvals(query, agent)
+ if isinstance(result, str):
+ print(f"Agent: {result}\n")
+ return
+ if result.text:
+ print(f"Agent: {result.text}\n")
+ else:
+ printed = False
+ for message in result.messages:
+ for content in message.contents:
+ if content.type == "function_result" and content.result:
+ print(f"Agent (tool output): {content.result}\n")
+ printed = True
+ if not printed:
+ print("Agent: (no text output returned)\n")
+
+
+async def run_with_approvals(query: str, agent: Agent) -> Any:
+ """Run the agent and handle shell approvals outside tool execution."""
+ current_input: str | list[Any] = query
+
+ while True:
+ result = await agent.run(current_input)
+ if not result.user_input_requests:
+ return result
+
+ next_input: list[Any] = [query]
+ rejected = False
+ for user_input_needed in result.user_input_requests:
+ print(
+ f"\nShell request: {user_input_needed.function_call.name}"
+ f"\nArguments: {user_input_needed.function_call.arguments}"
+ )
+ user_approval = await asyncio.to_thread(input, "\nApprove shell command? (y/n): ")
+ approved = user_approval.strip().lower() == "y"
+ next_input.append(Message("assistant", [user_input_needed]))
+ next_input.append(Message("user", [user_input_needed.to_function_approval_response(approved)]))
+ if not approved:
+ rejected = True
+ break
+ if rejected:
+ print("\nShell command rejected. Stopping without additional approval prompts.")
+ return "Shell command execution was rejected by user."
+ current_input = next_input
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
diff --git a/python/samples/02-agents/providers/openai/openai_responses_client_with_shell.py b/python/samples/02-agents/providers/openai/openai_responses_client_with_shell.py
new file mode 100644
index 0000000000..b86f36fde5
--- /dev/null
+++ b/python/samples/02-agents/providers/openai/openai_responses_client_with_shell.py
@@ -0,0 +1,61 @@
+# Copyright (c) Microsoft. All rights reserved.
+
+import asyncio
+
+from agent_framework import Agent
+from agent_framework.openai import OpenAIResponsesClient
+from dotenv import load_dotenv
+
+# Load environment variables from .env file
+load_dotenv()
+
+"""
+OpenAI Responses Client with Shell Tool Example
+
+This sample demonstrates using get_shell_tool() with OpenAI Responses Client
+for executing shell commands in a managed container environment hosted by OpenAI.
+
+The shell tool allows the model to run commands like listing files, running scripts,
+or performing system operations within a secure, sandboxed container.
+"""
+
+
+async def main() -> None:
+ """Example showing how to use the shell tool with OpenAI Responses."""
+ print("=== OpenAI Responses Agent with Shell Tool Example ===")
+
+ client = OpenAIResponsesClient()
+
+ # Create a hosted shell tool with the default auto container environment
+ shell_tool = client.get_shell_tool()
+
+ agent = Agent(
+ client=client,
+ instructions="You are a helpful assistant that can execute shell commands to answer questions.",
+ tools=shell_tool,
+ )
+
+ query = "Use a shell command to show the current date and time"
+ print(f"User: {query}")
+ result = await agent.run(query)
+ print(f"Result: {result}\n")
+
+ # Print shell-specific content details
+ for message in result.messages:
+ shell_calls = [c for c in message.contents if c.type == "shell_tool_call"]
+ shell_results = [c for c in message.contents if c.type == "shell_tool_result"]
+
+ if shell_calls:
+ print(f"Shell commands: {shell_calls[0].commands}")
+ if shell_results and shell_results[0].outputs:
+ for output in shell_results[0].outputs:
+ if output.stdout:
+ print(f"Stdout: {output.stdout}")
+ if output.stderr:
+ print(f"Stderr: {output.stderr}")
+ if output.exit_code is not None:
+ print(f"Exit code: {output.exit_code}")
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
From d5da6e05d8c84baf3cdee30443778d9f3b44c444 Mon Sep 17 00:00:00 2001
From: westey <164392973+westey-m@users.noreply.github.com>
Date: Tue, 3 Mar 2026 17:25:22 +0000
Subject: [PATCH 017/149] .NET: [BREAKING] Change *Provider StateKey to list of
StateKeys (#4395)
* Change *Provider StateKey to list of StateKeys
* Add more statekey validation tests
* Address PR comments
---
.../01-get-started/04_memory/Program.cs | 3 +-
.../Program.cs | 3 +-
.../AIContextProvider.cs | 13 +-
.../ChatHistoryProvider.cs | 12 +-
.../InMemoryChatHistoryProvider.cs | 3 +-
.../CosmosChatHistoryProvider.cs | 3 +-
.../FoundryMemoryProvider.cs | 3 +-
.../Microsoft.Agents.AI.Mem0/Mem0Provider.cs | 3 +-
.../WorkflowChatHistoryProvider.cs | 3 +-
.../ChatClient/ChatClientAgent.cs | 40 +++--
.../Memory/ChatHistoryMemoryProvider.cs | 3 +-
.../Microsoft.Agents.AI/TextSearchProvider.cs | 3 +-
.../InMemoryChatHistoryProviderTests.cs | 10 +-
.../CosmosChatHistoryProviderTests.cs | 10 +-
.../Mem0ProviderTests.cs | 12 +-
.../AIContextProviderChatClientTests.cs | 6 +-
.../ChatClient/ChatClientAgentTests.cs | 148 ++++++++++++++++--
...hatClientAgent_BackgroundResponsesTests.cs | 16 +-
...tClientAgent_ChatHistoryManagementTests.cs | 4 +
.../Data/TextSearchProviderTests.cs | 10 +-
.../Memory/ChatHistoryMemoryProviderTests.cs | 10 +-
21 files changed, 242 insertions(+), 76 deletions(-)
diff --git a/dotnet/samples/01-get-started/04_memory/Program.cs b/dotnet/samples/01-get-started/04_memory/Program.cs
index 3705e64f3a..a97941620f 100644
--- a/dotnet/samples/01-get-started/04_memory/Program.cs
+++ b/dotnet/samples/01-get-started/04_memory/Program.cs
@@ -89,6 +89,7 @@ namespace SampleApp
internal sealed class UserInfoMemory : AIContextProvider
{
private readonly ProviderSessionState _sessionState;
+ private IReadOnlyList? _stateKeys;
private readonly IChatClient _chatClient;
public UserInfoMemory(IChatClient chatClient, Func? stateInitializer = null)
@@ -99,7 +100,7 @@ namespace SampleApp
this._chatClient = chatClient;
}
- public override string StateKey => this._sessionState.StateKey;
+ public override IReadOnlyList StateKeys => this._stateKeys ??= [this._sessionState.StateKey];
public UserInfo GetUserInfo(AgentSession session)
=> this._sessionState.GetOrInitializeState(session);
diff --git a/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs b/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
index 63fa5c0751..78a8952082 100644
--- a/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
+++ b/dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Program.cs
@@ -79,6 +79,7 @@ namespace SampleApp
internal sealed class VectorChatHistoryProvider : ChatHistoryProvider
{
private readonly ProviderSessionState _sessionState;
+ private IReadOnlyList? _stateKeys;
private readonly VectorStore _vectorStore;
public VectorChatHistoryProvider(
@@ -92,7 +93,7 @@ namespace SampleApp
this._vectorStore = vectorStore ?? throw new ArgumentNullException(nameof(vectorStore));
}
- public override string StateKey => this._sessionState.StateKey;
+ public override IReadOnlyList StateKeys => this._stateKeys ??= [this._sessionState.StateKey];
public string GetSessionDbKey(AgentSession session)
=> this._sessionState.GetOrInitializeState(session).SessionDbKey;
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
index 82e5f2c360..5ccf139363 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/AIContextProvider.cs
@@ -36,6 +36,8 @@ public abstract class AIContextProvider
private static IEnumerable DefaultNoopFilter(IEnumerable messages)
=> messages;
+ private IReadOnlyList? _stateKeys;
+
///
/// Initializes a new instance of the class.
///
@@ -68,14 +70,15 @@ public abstract class AIContextProvider
protected Func, IEnumerable> StoreInputResponseMessageFilter { get; }
///
- /// Gets the key used to store the provider state in the .
+ /// Gets the set of keys used to store the provider state in the .
///
///
- /// The default value is the name of the concrete type (e.g. "TextSearchProvider").
- /// Implementations may override this to provide a custom key, for example when multiple
- /// instances of the same provider type are used in the same session.
+ /// The default value is a single-element set containing the name of the concrete type (e.g. "TextSearchProvider").
+ /// Implementations may override this to provide custom keys, for example when multiple
+ /// instances of the same provider type are used in the same session, or when a provider
+ /// stores state under more than one key.
///
- public virtual string StateKey => this.GetType().Name;
+ public virtual IReadOnlyList StateKeys => this._stateKeys ??= [this.GetType().Name];
///
/// Called at the start of agent invocation to provide additional context.
diff --git a/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs b/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
index df9ff0069e..c7dfb4a233 100644
--- a/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
+++ b/dotnet/src/Microsoft.Agents.AI.Abstractions/ChatHistoryProvider.cs
@@ -45,6 +45,7 @@ public abstract class ChatHistoryProvider
private static IEnumerable DefaultNoopFilter(IEnumerable messages)
=> messages;
+ private IReadOnlyList