Python: Bump package versions for 1.23.0 release

.github/workflows/python-tests.yml

@@ -44,8 +44,8 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           os: ${{ runner.os }}
-          # DuckDB has no Python 3.15 wheels yet, and RedisVL declares Python <3.15.
-          exclude-packages: ${{ matrix.python-version == '3.10' && 'agent-framework-github-copilot agent-framework-azure-cosmos-memory' || matrix.python-version == '3.15' && 'agent-framework-duckdb agent-framework-redis' || '' }}
+          # RedisVL still declares Python <3.15.
+          exclude-packages: ${{ matrix.python-version == '3.10' && 'agent-framework-github-copilot agent-framework-azure-cosmos-memory' || matrix.python-version == '3.15' && 'agent-framework-redis' || '' }}
         env:
           # Configure a constant location for the uv cache
           UV_CACHE_DIR: /tmp/.uv-cache

python/CHANGELOG.md

@@ -7,6 +7,40 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [1.23.0] - 2026-10-22
+
+### Added
+- **agent-framework-a2a**: Add allowlisted forwarding of function-invocation and client arguments from A2A request metadata ([#9193](https://github.com/microsoft/agent-framework/pull/9193))
+- **agent-framework-core**, **agent-framework-orchestrations**: Add an opt-in synthetic trailing user turn for providers that return empty text after assistant-ending prompts ([#8779](https://github.com/microsoft/agent-framework/pull/8779))
+
+### Changed
+- **agent-framework**, **agent-framework-ag-ui**, **agent-framework-core**, **agent-framework-declarative**, **agent-framework-foundry-hosting**, **agent-framework-hosting-mcp**, **agent-framework-lab**: [BREAKING] Add the MCP 2.x compatibility foundation and migrate MCP transports, errors, schemas, and lifecycle handling ([#9236](https://github.com/microsoft/agent-framework/pull/9236))
+- **agent-framework-ag-ui**, **agent-framework-core**: [BREAKING] Require an explicit AG-UI authorization scope or single-user declaration for endpoint registration ([#9413](https://github.com/microsoft/agent-framework/pull/9413))
+- **agent-framework-tools**: [BREAKING] Rename Docker shell `extra_run_args` to `unsafe_extra_run_args` and make its trust requirements explicit ([#9453](https://github.com/microsoft/agent-framework/pull/9453))
+- **agent-framework-tools**: Raise the `psutil` floor to the first release with Windows ABI3 wheels for the supported Python range.
+- **agent-framework**, **agent-framework-core**: Advance the exact Core pin and standard-install dependency cohort to the package versions released in this cut.
+- **agent-framework-declarative**, **agent-framework-devui**, **agent-framework-foundry-hosting**, **agent-framework-orchestrations**: Raise the Core floor to 1.23 for packages that consume the new MCP lifecycle or executor behavior.
+- **agent-framework-core**, **agent-framework-devui**: Define caller-owned and framework-owned MCP client lifecycles, remove DevUI's stale-connection workaround, and update lifecycle guidance and workflow samples ([#9237](https://github.com/microsoft/agent-framework/pull/9237), [#9532](https://github.com/microsoft/agent-framework/pull/9532))
+- **agent-framework**, **agent-framework-ag-ui**, **agent-framework-core**, **agent-framework-duckdb**, **agent-framework-hyperlight**: Add Python 3.15 support for DuckDB, Hyperlight, and the AG-UI A2UI extra by requiring DuckDB 2.0 on Python 3.15, Hyperlight 0.8, and A2UI toolkit 0.0.5, and adapt Hyperlight output-limit handling to the 0.8 size and quota behavior ([ag-ui-protocol/ag-ui#3057](https://github.com/ag-ui-protocol/ag-ui/issues/3057), [duckdb/duckdb-python#659](https://github.com/duckdb/duckdb-python/issues/659), [hyperlight-dev/hyperlight-sandbox#239](https://github.com/hyperlight-dev/hyperlight-sandbox/issues/239))
+- **agent-framework-devui**, **agent-framework-lab**, **tests**, **samples**: Refresh Hugging Face Hub, frontend, Agent Framework, Pydantic, OpenTelemetry, orjson, development-tooling, and security-constrained dependencies ([#9416](https://github.com/microsoft/agent-framework/pull/9416), [#9420](https://github.com/microsoft/agent-framework/pull/9420), [#9421](https://github.com/microsoft/agent-framework/pull/9421), [#9422](https://github.com/microsoft/agent-framework/pull/9422), [#9423](https://github.com/microsoft/agent-framework/pull/9423), [#9590](https://github.com/microsoft/agent-framework/pull/9590))
+- **docs**, **samples**: Refresh Content base64, Message URI, ChatResponse aggregation, and tool-normalization examples; ATR validation; Cosmos memory scoping; community MCP and Tracekit catalog entries; Foundry Toolbox setup; Foundry evals; Copilot Studio migrations; A2A hosting; ChatKit streaming; Purview middleware; and DevUI local-auth guidance ([#9332](https://github.com/microsoft/agent-framework/pull/9332), [#9333](https://github.com/microsoft/agent-framework/pull/9333), [#9433](https://github.com/microsoft/agent-framework/pull/9433), [#9443](https://github.com/microsoft/agent-framework/pull/9443), [#9447](https://github.com/microsoft/agent-framework/pull/9447), [#9467](https://github.com/microsoft/agent-framework/pull/9467), [#9497](https://github.com/microsoft/agent-framework/pull/9497), [#9518](https://github.com/microsoft/agent-framework/pull/9518), [#9521](https://github.com/microsoft/agent-framework/pull/9521), [#9523](https://github.com/microsoft/agent-framework/pull/9523), [#9550](https://github.com/microsoft/agent-framework/pull/9550), [#9551](https://github.com/microsoft/agent-framework/pull/9551), [#9553](https://github.com/microsoft/agent-framework/pull/9553), [#9575](https://github.com/microsoft/agent-framework/pull/9575), [#9576](https://github.com/microsoft/agent-framework/pull/9576), [#9577](https://github.com/microsoft/agent-framework/pull/9577))
+- **tests**: Expand DevUI coverage for reasoning chunks without text ([#9543](https://github.com/microsoft/agent-framework/pull/9543))
+
+### Fixed
+- **agent-framework-core**: Rebuild nested content, accept `Literal` workflow-edge sources, close abandoned inner streams, pass stream errors into nested streams during closure, make Memory and Todo writes atomic, bind background completion waits to execution identity, support keyword-only functional-workflow contexts, isolate MCP task contexts, normalize tool-name whitespace, improve settled approval matching, recover owned MCP connections safely, and omit span-only tool attributes from invocation metrics ([#9304](https://github.com/microsoft/agent-framework/pull/9304), [#9355](https://github.com/microsoft/agent-framework/pull/9355), [#9331](https://github.com/microsoft/agent-framework/pull/9331), [#9397](https://github.com/microsoft/agent-framework/pull/9397), [#9412](https://github.com/microsoft/agent-framework/pull/9412), [#9442](https://github.com/microsoft/agent-framework/pull/9442), [#9451](https://github.com/microsoft/agent-framework/pull/9451), [#9476](https://github.com/microsoft/agent-framework/pull/9476), [#9557](https://github.com/microsoft/agent-framework/pull/9557), [#9535](https://github.com/microsoft/agent-framework/pull/9535), [#9583](https://github.com/microsoft/agent-framework/pull/9583), [#9592](https://github.com/microsoft/agent-framework/pull/9592))
+- **agent-framework-ag-ui**: Preserve every queued approval result and repeated single-chunk text deltas ([#8851](https://github.com/microsoft/agent-framework/pull/8851), [#9339](https://github.com/microsoft/agent-framework/pull/9339))
+- **agent-framework-anthropic**: Keep bash tool-result files nested inside their shell tool result ([#9343](https://github.com/microsoft/agent-framework/pull/9343))
+- **agent-framework-azure-cosmos-memory**: Reject non-positive result limits and confidence values outside the supported range ([#9318](https://github.com/microsoft/agent-framework/pull/9318))
+- **agent-framework-bedrock**: Merge per-call client arguments into Converse requests, resolve embedding regions consistently, and report the requested model on non-streaming responses ([#9345](https://github.com/microsoft/agent-framework/pull/9345), [#9349](https://github.com/microsoft/agent-framework/pull/9349), [#9399](https://github.com/microsoft/agent-framework/pull/9399))
+- **agent-framework-declarative**: Match custom functions as whole calls and honor the configured variable in `SetValue` actions ([#9176](https://github.com/microsoft/agent-framework/pull/9176), [#9428](https://github.com/microsoft/agent-framework/pull/9428))
+- **agent-framework-devui**: Emit an empty reasoning delta when a reasoning chunk has no text ([#9546](https://github.com/microsoft/agent-framework/pull/9546))
+- **agent-framework-foundry-hosting**, **agent-framework-hosting-responses**: Sanitize unexpected streaming response failures before exposing them through Responses-shaped adapters ([#9460](https://github.com/microsoft/agent-framework/pull/9460))
+- **agent-framework-gemini**: Send extracted structured-output schemas through the Gemini JSON Schema request field and set the assistant role on streamed updates ([#9491](https://github.com/microsoft/agent-framework/pull/9491), [#9590](https://github.com/microsoft/agent-framework/pull/9590))
+- **agent-framework-lab**: Prefer the over-budget warning when a Tau2 sliding window exceeds its token limit ([#9341](https://github.com/microsoft/agent-framework/pull/9341))
+- **agent-framework-ollama**: Decode and validate inline image data before passing it to the Ollama SDK ([#9459](https://github.com/microsoft/agent-framework/pull/9459))
+- **agent-framework-redis**: Close the RedisVL search-index connection when the context provider owns it ([#9510](https://github.com/microsoft/agent-framework/pull/9510))
+- **agent-framework-tools**: Prevent stateless shell tools from inheriting host standard input ([#9469](https://github.com/microsoft/agent-framework/pull/9469))
+
 ## [1.22.0] - 2026-10-15
 
 > [!IMPORTANT]
@@ -1852,7 +1886,8 @@ Release candidate for **agent-framework-core** and **agent-framework-azure-ai**
 
 For more information, see the [announcement blog post](https://devblogs.microsoft.com/foundry/introducing-microsoft-agent-framework-the-open-source-engine-for-agentic-ai-apps/).
 
-[Unreleased]: https://github.com/microsoft/agent-framework/compare/python-1.22.0...HEAD
+[Unreleased]: https://github.com/microsoft/agent-framework/compare/python-1.23.0...HEAD
+[1.23.0]: https://github.com/microsoft/agent-framework/compare/python-1.22.0...python-1.23.0
 [1.22.0]: https://github.com/microsoft/agent-framework/compare/python-1.21.0...python-1.22.0
 [1.21.0]: https://github.com/microsoft/agent-framework/compare/python-1.20.0...python-1.21.0
 [1.20.0]: https://github.com/microsoft/agent-framework/compare/python-1.19.0...python-1.20.0

python/README.md

@@ -57,8 +57,6 @@ not provide exactly the same feature set as Python 3.14:
 | --- | --- |
 | Declarative Power Fx | `agent-framework-declarative` is installed, but its `powerfx` dependency is not. YAML values beginning with `=` produce a warning and remain unchanged instead of being evaluated. Declarative agents or workflows that rely on expressions may therefore use invalid literal values or fail later. |
 | Redis | `agent-framework-redis` is omitted from the standard install because RedisVL declares `Requires-Python <3.15`. Redis imports and Redis-backed history, context, and vector storage are unavailable. |
-| Hyperlight | `agent-framework-hyperlight` is omitted because no compatible Python 3.15 sandbox backend wheel is published. Hyperlight CodeAct and its `execute_code` tool are unavailable. |
-| AG-UI A2UI | The base `agent-framework-ag-ui` package works, but pip cannot install its optional `a2ui` extra because `ag-ui-a2ui-toolkit` declares `Requires-Python <3.15`. |
 
 ## 1. Setup API Keys
 

python/packages/a2a/pyproject.toml

@@ -4,7 +4,7 @@ description = "A2A integration for Microsoft Agent Framework."
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.10"
-version = "1.0.0b261015"
+version = "1.0.0b261022"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"

python/packages/ag-ui/README.md

@@ -8,9 +8,7 @@ AG-UI protocol integration for Agent Framework, enabling seamless integration wi
 pip install agent-framework-ag-ui
 ```
 
-The base package supports Python 3.10–3.15. The optional A2UI integration
-currently supports Python 3.10–3.14 because `ag-ui-a2ui-toolkit` declares
-`Requires-Python <3.15`:
+The base package and optional A2UI integration support Python 3.10–3.15:
 
 ```bash
 pip install "agent-framework-ag-ui[a2ui]"

python/packages/ag-ui/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "agent-framework-ag-ui"
-version = "1.6.0"
+version = "1.7.0"
 description = "AG-UI protocol integration for Agent Framework"
 readme = "README.md"
 license-files = ["LICENSE"]
@@ -38,10 +38,10 @@ dev = [
 ]
 # A2UI (agent-generated UI) support. Optional: the agent_framework_ag_ui._a2ui
 # modules import this lazily, so the base package works without it.
-# Floor 0.0.4 is the first release with singular-`child` validation and
-# `child_cycle` detection (ag-ui-protocol/ag-ui#1944).
+# Floor 0.0.5 adds Python 3.15 support while retaining singular-`child`
+# validation and `child_cycle` detection (ag-ui-protocol/ag-ui#1944).
 a2ui = [
-    "ag-ui-a2ui-toolkit>=0.0.4",
+    "ag-ui-a2ui-toolkit>=0.0.5",
 ]
 
 [dependency-groups]

python/packages/anthropic/pyproject.toml

@@ -4,7 +4,7 @@ description = "Anthropic integration for Microsoft Agent Framework."
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.10"
-version = "1.0.0b261015"
+version = "1.0.0b261022"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"

python/packages/azure-cosmos-memory/pyproject.toml

@@ -4,7 +4,7 @@ description = "Azure Cosmos DB Agent Memory Toolkit integration for Microsoft Ag
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.11"
-version = "1.0.0a261015"
+version = "1.0.0a261022"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"

python/packages/bedrock/pyproject.toml

@@ -4,7 +4,7 @@ description = "Amazon Bedrock integration for Microsoft Agent Framework."
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.10"
-version = "1.0.0b261015"
+version = "1.0.0b261022"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"

python/packages/core/pyproject.toml

@@ -4,7 +4,7 @@ description = "Microsoft Agent Framework for building AI Agents with Python. Thi
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.10"
-version = "1.22.0"
+version = "1.23.0"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
@@ -37,35 +37,35 @@ dependencies = [
 all = [
     "mcp>=2.2.0,<3",
     "tenacity>=9.1.4,<9.2.0",
-    "agent-framework-a2a>=1.0.0b261015,<2",
-    "agent-framework-ag-ui>=1.6.0,<2",
-    "agent-framework-anthropic>=1.0.0b261015,<2",
+    "agent-framework-a2a>=1.0.0b261022,<2",
+    "agent-framework-ag-ui>=1.7.0,<2",
+    "agent-framework-anthropic>=1.0.0b261022,<2",
     "agent-framework-azure-ai-search>=1.0.0b261015,<2",
     "agent-framework-azure-contentunderstanding>=1.0.0b261015,<2",
     "agent-framework-azure-cosmos>=1.0.0b261015,<2",
     "agent-framework-azurefunctions>=1.0.0b260922,<2",
-    "agent-framework-bedrock>=1.0.0b261015,<2",
+    "agent-framework-bedrock>=1.0.0b261022,<2",
     "agent-framework-chatkit>=1.0.0b261015,<2",
     "agent-framework-claude>=1.0.0b261015,<2",
     "agent-framework-copilotstudio>=1.0.0b261015,<2",
-    "agent-framework-declarative>=1.3.0,<2",
-    "agent-framework-devui>=1.0.0b261015,<2",
+    "agent-framework-declarative>=1.4.0,<2",
+    "agent-framework-devui>=1.0.0b261022,<2",
     "agent-framework-durabletask>=1.0.0b260922,<2",
     "agent-framework-foundry>=1.15.0,<2",
-    "agent-framework-foundry-hosting>=1.0.0b261015,<2",
+    "agent-framework-foundry-hosting>=1.0.0b261022,<2",
     "agent-framework-foundry-local>=1.0.0b261015,<2",
-    "agent-framework-gemini>=1.0.0b261015,<2",
+    "agent-framework-gemini>=1.0.0b261022,<2",
     "agent-framework-github-copilot>=2.1.0,<3; python_version >= '3.11'",
-    "agent-framework-hyperlight>=1.0.0b261015,<2; python_version < '3.15' and ((sys_platform == 'linux' and platform_machine == 'x86_64') or (sys_platform == 'win32' and platform_machine == 'AMD64'))",
+    "agent-framework-hyperlight>=1.0.0b261022,<2; (sys_platform == 'linux' and platform_machine == 'x86_64') or (sys_platform == 'win32' and platform_machine == 'AMD64')",
     "agent-framework-mem0>=1.0.0b261015,<2",
     "agent-framework-mistral>=1.0.0b261015,<2",
     "agent-framework-monty>=1.0.0b261015,<2",
-    "agent-framework-ollama>=1.0.0b261015,<2",
+    "agent-framework-ollama>=1.0.0b261022,<2",
     "agent-framework-openai>=1.17.0,<2",
-    "agent-framework-orchestrations>=1.3.2,<2",
+    "agent-framework-orchestrations>=1.4.0,<2",
     "agent-framework-purview>=1.0.0b261015,<2",
-    "agent-framework-redis>=1.0.0b261015,<2; python_version < '3.15'",
-    "agent-framework-tools>=1.0.0b261015,<2",
+    "agent-framework-redis>=1.0.0b261022,<2; python_version < '3.15'",
+    "agent-framework-tools>=1.0.0b261022,<2",
 ]
 
 [dependency-groups]

python/packages/declarative/pyproject.toml

@@ -4,7 +4,7 @@ description = "Declarative specification support for Microsoft Agent Framework."
 authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
 readme = "README.md"
 requires-python = ">=3.10"
-version = "1.3.0"
+version = "1.4.0"
 license-files = ["LICENSE"]
 urls.homepage = "https://aka.ms/agent-framework"
 urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
@@ -22,7 +22,7 @@ classifiers = [
   "Typing :: Typed",
 ]
 dependencies = [
-    "agent-framework-core>=1.20.0,<2",
+    "agent-framework-core>=1.23.0,<2",
     "httpx>=0.27,<0.29",
     "httpx2>=2.0.0,<3",
     "powerfx>=0.0.32,<0.0.35; python_version < '3.14'",