microsoft/semantic-kernel vectordata-dotnet-9.5.0

on GitHub

• a984b41 .Net Agents - Fix assistant settings for integration test fixture (#12138)
• e020e81 .Net: Context based function selection ADR (#12130)
• d67f568 Python: Multi-agent orchestration: Magentic (#12104)
• 6f80214 .Net: Update codebase to the latest MCP package (#12128)
• 390e89e .Net: Update M.E.AI to stable version! (#12105)
• 50a88b2 Python: Multiple new classes tests to improve code coverage (#12089)
• a98580a .Net: Updated package version (#12108)
• 7013d5d .Net: FoundryProcessBuilder for Local Runtime (#12106)
• fbe0ce7 Python: Place upper-bound on azure-ai-projects until service is ready (#12107)
• da59f7e .Net - Agent Orchestration (#11542)
• d7c2489 Python: Add MultiAgent Orchestration to README. (#12073)
• d65f9b2 .Net Obsolete ITextEmbeddingGenerator (#11981) [ #10811 ]
• 50cf782 Python: Remove Copilot Studio Direct link from Pyproject.toml (#12068)
• 547c631 Python: Bump Python version to 1.30.0 for a release. (#12066)
• ee96294 Python: Multi-agent orchestration: Handoff (#12046)
• 6115e8d Python: fixes and updates for MCP (#12039)
• d826ad8 Python: Multi-agent orchestration: Group Chat (#12045)
• 1e5e892 .Net: Version 1.50.0 (#12063)
• f416032 .Net: Update to latest version of MEAI and move away from deprecated schema APIs. (#12054)
• ea3215e Python: Support Declarative Agent Spec for ChatCompletionAgent & AzureAIAgent (#11982) [ #11978 ]
• bb3c065 .Net Agents - Add support for URL citation on Azure Agent (#11910)
• 37800ff Python: add explicit typing extensions dep (#12040) [ #12035 ]
• 6eff772 Python: Multi-agent orchestration: Concurrent + Sequential (#11993)
• 904c10a Python: Add support for MCP Streamable HTTP transport (#12001)
• 4724dbc Python: Fix AzureAIAgent intermediate message ordering for invoke and invoke_stream (#12005) [ #11999 ]
• b07454a Python: Fix OpenAIAssistantAgent/OpenAIResponsesAgent intermediate message ordering for invoke and invoke_stream (#12008) [ #12007 ]
• 7cdffb8 .Net: Update M.E.AI and ModelContextProtocol versions (#12003)
• fb2fc6b Python: Fix ChatCompletionAgent intermediate message ordering for invoke and invoke_stream (#12000) [ #11998 ]
• fa91988 Python: Fix fallback logic overriding custom ChatHistory in ChatHistoryAgentThread (#11976)
• 1428275 Python: Pin ONNX Windows pkg to last available. (#12006)
• 5c2ea6d .Net: Sample for plugins to share state (#11968)
• e1f8626 .Net: Enable package validation for the liquid prompt template package (#11818)
• 7a77e71 Multi agent orchestration ADR (#11579)
• a8cdbd9 Python: Bump torch from 2.6.0 to 2.7.0 in /python (#11788) [ #151323, #150977, #150953, #150892, #150855, #150820, #150818, #150249, #150707, #150699, #150 ]
• 243526b Python: Update pyarrow requirement from <20.0,>=12.0 to >=12.0,<21.0 in /python (#11785) [ #46077, #46106, #46123, #46159, #46169, #46167, #46168, #45986, #45996, #46075, #46076 ]
• ca382f9 .Net: Serialize python code execution result (#11969)
• faf3c96 .Net: Remove the Functions.Markdown package (#11951)
• b88cdb7 .Net: Version 1.49.0 (#11948)
• d2f5f57 .Net: Add support for IEmbeddingGenertor to VectorStoreTextSearch (#11964) [ #11946 ]
• b9c0ff3 .Net: Graduate Plugins.Core package from 'alpha' to 'preview' (#11950)
• 20e4de5 .Net: Add format script helper (#11905)
• fa2d52f .Net: Use type to represent python code execution result (#11931)
• 38caa2c .Net Agents - CodeQL Fix (#11944)
• e78a932 .Net: Bump version of Azure.AI.Projects and use new classes (#11904)
• a1c42e2 Ops: Update Code QL workflow for workflow dispatch (#11945)
• 37bf20f .Net: Updated readme to add Vector Store sample and clarify #11724 (#11777)
• 228dc93 .Net: Stop setting dimensions on MEVD calls to IEmbeddingGenerator (#11908)
• 07017af Python: Port Agent Runtime to SK repo (#11873)
• acf6b5a .Net: Remove the experimental attribute from the core plugins (#11906)
• 54bde6d Exclude python and net samples folders (#11929)
• 6798c51 .Net: Fixes for vector store rag sample. (#11903) [ #11878 ]
• 7593c91 Python: Disable Milvus memory store integration tests (#11920)
• 2d992cd Python: Bump google-cloud-aiplatform from 1.89.0 to 1.91.0 in /python (#11894) [ #5251, #5185 ]
• de57bb3 .Net: Fixing GenAI tracing (#11912)
• d266ac5 Python: Properly surface streaming code responses and handle Bing Grounding for AzureAIAgent (#11850) [ #11847 ]
• 966fa8c Python: Replace mutable default arguments and prevent unintended side effects (#11849)
• cf42cda Python: Update README.md (#11890)
• 69d8950 .Net: Bump Aspire.Azure.Search.Documents from 9.1.0 to 9.2.1 in /dotnet (#11793) [ dotnet/aspire#8864, dotnet/aspire#8807, dotnet/aspire#8755, dotnet/aspire#8903, dotnet/aspire#8909, dotnet/aspire#7542, dotnet/aspire#7539, dotnet/aspire#7545, dotnet/aspire#7549, dotnet/aspire#7567, dotnet/aspire#7578, dotnet/aspire#7577, dotnet/aspire#7547, dotnet/aspire#7588, dotnet/aspire#7581, dotnet/aspire#7585, dotnet/aspire#7604, dotnet/aspire#7615, dotnet/aspire#7614, dotnet/aspire#7619, dotnet/aspire#7608, dotnet/aspire#7625, dotnet/aspire#7637, dotnet/aspire#7639, dotnet/aspire#7643, dotnet/aspire#7646, dotnet/aspire#7648, dotnet/aspire#7635, dotnet/aspire#7658, dotnet/aspire#7663, dotnet/aspire#7650, dotnet/aspire#7666, dotnet/aspire#7667, dotnet/aspire#7668, dotnet/aspire#7670, dotnet/aspire#7390, dotnet/aspire#7678, dotnet/aspire#7671, #8909, #8903, #8, #8807, #8864 ]
• fb38560 .Net: Bump Microsoft.ML.Tokenizers from 1.0.1 to 1.0.2 in /dotnet (#11792)
• 4e9c548 .Net: Issue 11564 (fix for local api description url filepath) (#11728)
• 02d52ea .Net: Handle rendering a list of strings in a SK prompt (#11780)
• 3dbfb44 .Net: Add cancellation token & add headers to request (#11900)
• 1a187b0 Python: Introduce the Copilot Studio Agent (#11851) [ #11607 ]
• 7dcd99e .Net: Update to the latest version of MCP package (#11901)
• bc71548 Python: Add extra_body attribute to OpenAI Chat settings (#11852) [ #11813 ]
• e4804d5 .Net: Updates to SessionsPythonPlugin (#11872)
• 46e5744 .Net: Use SendWithSuccessCheck extension methods (#11859)
• 5e6d6bb .Net: Migrate Python code interpreter C# plugin to the lates Azure code interpreter API version (#11856)
• 38ac7e8 .Net: Update Microsoft.Extensions.AI 9.4.0 to 9.4.3 (#11840)
• 84ce5a0 .Net: Bump vite from 6.2.6 to 6.2.7 in /dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client (#11825) [ #19965 ]
• 9ba397f .Net: Further improvement to MongoDB reliability. (#11857)
• 89ef228 Python: Per deprecation message and date remove add_chat_message from AzureAIAgent and OpenAIAssistantAgent (#11827)
• 97c2524 .Net: [MEVD] Removed Experimental flag from GetService method (#11808)
• 1f9685f .Net: Agent Bedrock update to use abstractions (#11833)
• 96963b4 .Net: Support BinaryContent in OpenAI Connector (#11644)
• 5f54cfb .Net: Integration tests for the python code interpreter plugin (#11817)
• 426b20e .Net: Remove math and wait plugins (#11815)
• fc54681 .Net: Switch MongoDB & Weaviate tests to run manually, since they are blocking pr merges. (#11822)
• 08feb2a Python: Deep-copy function_result.value in invoke_function_call to prevent state mutation (#11826)
• d3404cc Python: Support callers passing in max supersteps for processes (#11798)
• ee8050d replace mongo link (#11814)
• 314c016 .Net - Include Agent Runtime UnitTests in Github Pipeline (#11747)
• 0884922 .Net: Updated package version (#11809)
• 957608c .Net: Fix Google Gemini Tools SchemaGeneration to comply with Open API 3.0 (#11751) [ #11675 ]
• 68b11d6 Python: .Net: MEVD Preview 2 APR 2025 (#11028)
• f579976 Python: Bump Python version to 1.29.0 for a release. (#11786)
• 30d2b08 Python: Support Process State Management (#11637) [ #9584 ]
• 74ca404 .Net: Exclude some code for which we don't need to add code coverage (#11772)
• 96962c9 Python: New tests for azure_cosmos_db_mongodb_collection and local_step (#11518)
• 1dd840c .Net: Remove the experimental attribute from stable openapi api (#11745)
• ab53559 Python: Return thread id and run id in agent response metadata (#11744)
• 8d18a4e .Net: Obsolete SK planners (#11741)
• 65d4784 .Net: Add OpenAPI operation selector (#11710)
• d7e4e3f Python: Support polling options at run-level for AzureAIAgent, OpenAIAssistantAgent, and OpenAIResponsesAgent (#11705)
• a124daa .Net: fix integration tests (#11731)
• 282b81b .Net: Introduce Gemini Thinking Budget Configuration. (#11647) [ #11645 ]
• 851150c .Net: Update to latest Prompty.Core (#11712)
• 4092fd8 .Net: Update to MCP 0.1.0-preview.11 (#11729)
• 189e447 .Net: Graduate Microsoft.SemanticKernel.PromptTemplates.Liquid package (#11716)
• 0623815 .Net: Ensure Required Headers in Mistral ChatCompletion HttpClient (#11646) [ #11634 ]
• 8d3f4c0 .Net: Update AgentFactory implementations to handle existing agents (#11700)
• 2a5fa44 Python: Add ability to clone a kernel (#11680)
• c96e95a .Net: fixing KernelProcessEventData toObject (#11696) [ #11694 ]
• 81a36b7 .Net: Add details about remote MCP SSE servers and authentication (#11688)
• b8b016b Python: Update pymongo requirement from <4.12,>=4.8.0 to >=4.8.0,<4.13 in /python (#11553) [ #2265, #2263, #2259, #2264, #2258, #2234, #2260, #2250 ]
• c664e7b .Net: Add UserSecurityContext to SK dotnet AzureOpenAIPromptExecutionSettings (#11656)
• cce7ee2 Python: Update prance requirement from ~=23.6.21.0 to >=23.6.21,<25.4.9 in /python (#11555) [ #147, #142, #144, #145, #146, #132, #161, #152 ]
• 5c4e7d4 Python: Bump google-cloud-aiplatform from 1.87.0 to 1.89.0 in /python (#11670) [ #5158 ]
• 209fa5c .Net: Bump Grpc.Tools from 2.70.0 to 2.71.0 in /dotnet (#11667)
• ae7d676 .Net: Bump Microsoft.NETFramework.ReferenceAssemblies, System.Text.Json and Testcontainers in /dotnet (#11669) [ #1416, #1400, #1149, #1398, #1397, #1420, #1413, #1384, #1419, #1415, #1414, #1402, #1396, #1382, #1411, #1410, #1367, #1321, #1373, #1237 ]
• d00e759 .Net: Update to the latest MCP package (#11674)
• 9febe95 Python: updated mixed chat sample (#11624)
• 479d224 Python: Update README.md (#11662)
• e2cda70 .Net - Agent Runtime (#11648)
• 4d30d30 Python: Adjust RunPollingOptions import to base level, Add continue during invoke tool calls (#11636)
• 8edcdb3 Python: Added Brave search capability in SK(python) based on PR #9632 (#11531) [ #11308 ]
• a7f3ad5 .Net: Add OpenTelemetry Support for Azure AI Inference (#11640) [ #9154, #11590 ]
• 034cf6f .Net: Adding Streaming Retry filter example (#11621) [ #10140 ]
• 9c9aec0 .Net: Version 1.47.0 (#11616)
• dbf0726 .Net: Fix Google Gemini Enums Schema definition (#11617) [ #11395 ]
• 04dcf86 .Net: Update GeminiChatMessageContent to support System.Text.Json deserialization when calledToolResult is null (#11622)
• 8aff8cb .Net: Updated OpenTelemetry GenAI attributes (#11630)
• 2a412a1 Python: Bump skitionek/notify-microsoft-teams from 1.0.8 to 1.0.9 (#11558) [ #105, #111, #112, #114, #110, #83, #87 ]
• c36864a .Net: Fix sk function arguments serialization (#11626)
• 9b44b1c .Net: Create a file/class per MCP client sample (#11620)
• 79a29c0 .Net: Add JsonConverter's to handle bool values when converting from PromptExecutionSettings (#11336) [ #11304 ]
• c6ff272 .Net: Update API documentation and add the type property (#11615)
• cc2b70f .Net: Issue 11562 (add plugin description) (#11601)
• 8756868 .Net: Update MultipleFunctionsVsParameters.cs to fix the parameter description in the SearchByPurchaseOrder function (#11389)
• 6e230e8 .Net: SK agent as MCP tool (#11592)
• 7f60ab9 .Net: Fix issues with AgentOutput (#11602) [ #11588 ]
• 80fb511 .Net: feat: Added support for .yml extensions in C# SDK (#11324) [ #11322 ]
• 21e59d4 .Net: [.NET] Process Framework with Aspire demo - Update dependencies (#11539)
• deaf92b Python: Bump Python version to 1.28.1 for a release. (#11605)
• 5cbd980 Python: create MCP server from agent (#11506) [ #11463 ]
• 71caf53 Python: Add samples to show how to get completion token usage (#11575)
• 917df78 .Net: Use Mcp tools by SK agents (#11582)
• 1068368 .Net: Fix Nullable Bug Gemini Schema Generation (#11584) [ #10296 ]
• da1e1e5 Python: Fix Agent StreamingTextContent Yielding and Proper Handling of FunctionCallContent/FunctionResultContent (#11563) [ #11561, #11535 ]
• 40739b1 .Net: Update to latest version of Qdrant SDK. (#11565) [ #11502 ]
• ccb4642 .Net: Add support for relative file references in Prompty (#11435) [ #11330 ]
• c06890c .Net: add 'RetainArgumentTypes' to agent arguments for ModelContextProtocolPlugin demo (#11488)
• dc93231 .Net: Fix timezone bug in qdrant datetime unit tests. (#11407) [ #11391 ]
• 5f37e46 Python: add support for prompts and sample (#11508) [ #11143 ]
• 779f87f .Net: Bump vite from 6.2.5 to 6.2.6 in /dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client (#11515) [ #19830 ]
• 4f3b4d8 .Net: Bump xunit.runner.visualstudio and Microsoft.NETFramework.ReferenceAssemblies in /dotnet (#11559) [ xunit/xunit#3130 ]
• 6990277 .Net: Use DI to keep prompt, resource, and resource template definitions. (#11544)
• d120132 .Net: Remove SingleAuthorizationHeaderPolicy (#11538)
• 12bcfc3 .Net: Mcp sampling sample (#11533)
• c4e82f8 .Net: Added BraveConnector in WebSearchPlugin (#11308)
• da331f6 .Net: GettingStarted - Adjust Suffixes (#11476) [ #11469 ]
• bae7e28 Python: version updated to 1.28.0 (#11504)
• 3224f4d Added missing import asyncio to agent with plugin python (#11472)
• 975bb9b Python: small code improvements in code of call automation sample (#11477)
• 3cce24b Python: Bug fix for azure ai agent truncate strategy. Add sample. (#11503)
• 1285192 Python: allow settings to be created directly (#11468)
• 07c09e6 Python: sample using GitHub MCP Server and Azure AI Agent (#11465) [ #11463 ]
• 78dd3d5 Python: Introducing SK as a MCP Server (#11362)
• 595cd19 .Net: Sample React App for SK Process Cloud Events demo (#11500) [ #11501 ]
• f155b91 .Net: Update SK MCP samples to the latest MCP C# SDK NuGet package (#11495)
• d9cbb70 .Net: Version 1.46.0 (#11489)
• f820502 .Net: Bump AWSSDK to 4.0.0-preview.13 in /dotnet (#11484)
• de7ef3d .Net: Update Microsoft.Extensions.AI to 9.4.0-preview (#11491)
• cc679c0 .Net: Update README.md (Typo "Azure Open AI"→"Azure OpenAI") (#11386)
• 47f921c .Net: Updates to WebFileDownloadPlugin (#11415)
• 97fb2c3 Python: Allow Kernel Functions from Prompt for image and audio content (#11403)
• 81e89f0 Python: Improve agent integration tests (#11475)
• d72d74d .Net: Enable DI for SK plugins in MCP demo server (#11478)
• 6f35b62 Python: Support Auto Function Invocation Filter for AzureAIAgent and OpenAIAssistantAgent (#11460) [ #11054, #11456 ]
• ee4fb6d Python: Bump google-cloud-aiplatform from 1.86.0 to 1.87.0 in /python (#11423) [ #5107 ]
• 507afbd Python: Update chromadb requirement from <0.7,>=0.5 to >=0.5,<1.1 in /python (#11420) [ #4197, #4136, #4186, #4184, #4183, #4182, #4180, #4179, #4176 ]
• 96f5db8 Python: Update chromadb requirement from <0.7,>=0.5 to >=0.5,<1.1 in /python (#11420) [ #4197, #4136, #4186, #4184, #4183, #4182, #4180, #4179, #4176 ]
• 7e376b7 Python: Fix TypeError when required is missing in MCP tool’s inputSchema (#11458) [ #11457 ]
• 041504d .Net: Feature declarative agents (#11347)
• 81e9a46 .Net: Updates to HttpPlugin (#11437)
• da116a1 .Net: Updates to FileIOPlugin (#11440)
• 516b6a5 .Net: Update MCP prompt sample (#11449)
• c6f9a81 .Net- Fixed Process Sample Step04 (#11455)
• 14d772e Python: Update Python min version in README (#11428)
• 3a7dfe9 Python: Update Doc Gen demo based on latest agent invocation api pattern (#11426)
• 6551a86 Python: Add ChatCompletionAgent integration tests (#11430)
• a12b433 .Net: Added Structured Output example with Azure OpenAI and Function Calling (#11447)
• 072c476 .Net: Samples for MCP Resources and Resource Templates (#11433)
• 7b3c378 .Net: Process: Document generation gRPC sample (#11206) [ #11223 ]
• 0ff97c7 Python: add AzureAIAgent, OpenAIAssistant and OpenAIResponsesAgent Integration tests, AzureAIAgent FCC gen bug fix (#11394) [ #11393 ]
• 20b3c66 Python: fix for enum handling in openai event creation in realtime (#11397) [ #11246 ]
• 3ec6d01 .Net: Expose underlying method from kernel function (#11378)
• 61c3fdc .Net: Extend sample to show how to use MCP Tools from an Agent (#11361)
• 843ae61 Python: Improve plan and execute sample (#11370)
• 664da12 Updated README.md (#11372)
• ff498b4 Python: Updates (#11371)
• ba01297 Python: Use correct env var for AOAI Responses Deployment Name in README, Fix Responses config checks (#11379)
• dc0a434 .Net: Remove experimental flags for stable items (#11346)
• fa96214 Python: Unit tests for OpenAI realtime and Ollama chat completion (#11343)
• df39d62 Python: Add release_candidate decorator (#11368)
• 2cc43be Python: Bump Python version to 1.27.0 for a release. (#11358)
• 94a78d1 Python: Add on_intermediate_message callback to the Agent abstraction (#11321)
• f00dc80 Python: Introducing support for using a MCP server as a plugin (#11334) [ #10785, #11190 ]
• bcedfb6 .Net: Mark ChatHistoryAgent as experimental (#11363)
• 4aac0bc .Net: Version 1.45.0 (#11357)
• ecf5cba .Net: Fix bug in sqlite filter logic (#11356) [ #11132 ]
• 78a6793 .Net: Some changes to add clarity and align with the Blog Post (#11359)
• 9ed9001 Python: Update websockets requirement from <15,>=13 to >=13,<16 in /python (#11016)
• 1fe0ea6 .Net: MCP prompt sample (#11342)
• b1f64ee Python: Introducing the SQL Connector (#10981) [ #9882 ]
• 57bf2be Python: Update sample output (#11349)
• e936f93 Add Discussion label workflow (#11300)
• 329a35e Python: Introduce the OpenAI Responses Agent (#11240) [ #11026 ]
• 0a94e61 .Net: Add date to obsolete messages for when to expect these methods to be deleted. (#11329) [ #11315 ]
• 14f9e21 .Net: Rename OnNewMessage callback to OnIntermediateMessage (#11328)
• 5d84e10 Python: Add deprecaton warning to add_chat_message for server agents (#11331)
• 5f8a56a .Net: Move hybrid search tests to new projects and adopt updated software design. (#11339) [ #11311 ]
• 44370f9 .Net: Removing KernelAgent.cs and moving its functionality into Agent.cs (#11244)
• fa4b64a .Net: Add Audio Input and Output support for OpenAI chat completions (#11279) [ #10493 ]
• ec1222c .Net: Merge Tavily feature branch to main (#11227) [ #11060 ]
• 403a62c Python: Fix sample and README (#11298)
• 5f29dcc use env variables for new issue (#11327)
• a52d47e Python: restructed data folder and multiple improvements to vector stores (#11302) [ #11301, #11111 ]
• a86b2b9 .Net: Fix mapping of the KernelParameterMetadata.IsRequired property (#11309)
• 3b53b7f Python: Update pydantic requirement from !=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.11,>=2.0 to >=2.0,!=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.12 in /python (#11293) [ pydantic/pydantic#11644, #11644, #11631, #11580, #11584, #11608, #11634, #11572, #11571, #11579, #11626, #11591, #11562, #11611, #11648, #11643, #11635, #11632, #11578, #11629 ]
• 79f8434 Python: Update sentence-transformers requirement from <4.0,>=2.2 to >=2.2,<5.0 in /python (#11294) [ #3288, #3287, #3286, #3285 ]
• 84f4841 Python: Fix agent samples (#11278)
• fcfcd72 Python: Bump google-cloud-aiplatform from 1.85.0 to 1.86.0 in /python (#11295) [ #5055, #5066 ]
• de8b2ab .Net: Add hybrid search sample (#11262) [ #10896 ]
• 8f0d00a .Net: Refactor MCP client for improved code readability (#11306)
• 6e74be2 .Net: Qdrant CRUD datetime support (#11285) [ #11086 ]
• f4495d9 .Net: Update MCP nuget package (#11288)
• 53a503c .Net: Remove the Agent preview suffix (#11303)
• 6105f91 .Net: Bump AWSSDK.BedrockRuntime and AWSSDK.Core in /dotnet (#11296) [ #3721, #3714 ]
• 21ac069 Python: Add AzureAIAgent Structured Outputs sample (#11281)
• 635eb24 .Net: Saicharan ms/openapi server override hierarchy support (#11216)
• 5011694 Python: Bump google-cloud-aiplatform from 1.83.0 to 1.85.0 in /python (#11176) [ #2115, #5049 ]
• dd5aa2f .NET: Exclude 'decisions' folder from link check (#11191)
• f75757a .Net: Upgraded Microsoft.CodeAnalysis.Common from 4.11.0 to 4.13.0. (#11168) [ #10868 ]
• 5fc8381 Python: Pass kernel args through to kernel invoke function call for AzureAIAgent and AssistantAgent (#11250)
• 026dc1d .Net: Removing groupchat from samples that have a single agent and aren't demonstrating a groupchat concept (#11261)
• bfb9647 .Net: Fix the unknow typo (#11260)
• bea04bb Python: Improve call_automation demo README (#11249)
• 57d1a5e .Net: Switch from hardcoded model id (#11234)
• 4e74b28 Python: Fix agent getting started samples (#11238)

This list of changes was auto generated.