From 181d982f094283ae5c03ab6900f17c831f26c1e9 Mon Sep 17 00:00:00 2001 From: Tao Chen Date: Tue, 11 Aug 2026 14:47:41 -0700 Subject: [PATCH] Update agentserver to 2.1.0 --- python/packages/foundry_hosting/README.md | 32 +- .../_request_context.py | 27 - .../_responses.py | 88 +- .../_state_store.py | 64 +- .../packages/foundry_hosting/pyproject.toml | 6 +- .../foundry_hosting/tests/test_responses.py | 55 +- .../foundry_hosting/tests/test_state_store.py | 55 +- .../responses/custom_storage/.dockerignore | 7 + .../responses/custom_storage/.env.example | 5 + .../responses/custom_storage/Dockerfile | 16 + .../responses/custom_storage/README.md | 45 + .../responses/custom_storage/main.py | 107 + .../responses/custom_storage/requirements.txt | 3 + python/uv.lock | 10295 ++++++++-------- 14 files changed, 5415 insertions(+), 5390 deletions(-) create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.dockerignore create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.env.example create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/Dockerfile create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/README.md create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/main.py create mode 100644 python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/requirements.txt diff --git a/python/packages/foundry_hosting/README.md b/python/packages/foundry_hosting/README.md index b763572b21..533de28b39 100644 --- a/python/packages/foundry_hosting/README.md +++ b/python/packages/foundry_hosting/README.md @@ -4,21 +4,39 @@ This package provides the integration of Agent Framework agents and workflows wi ## State store +### Local persistence + +Outside the Foundry hosting environment, state is persisted as JSON files under +`~/.agentserver/state_stores` by default. Set `AGENTSERVER_STATE_ROOT` to use a +different root directory; the files will be written to its `state_stores` +subdirectory instead. + +Each logical store is saved as one JSON file whose name is a URL-safe Base64 +encoding of the store name. For example: + +- Agent sessions: `YWdlbnRfc2Vzc2lvbnM.json` +- Function approvals: `ZnVuY3Rpb25fYXBwcm92YWxz.json` +- Workflow checkpoints: one file per context, encoded from `checkpoints/` + +> Read more about the Foundry durable state store in the [developer guide](https://github.com/Azure/azure-sdk-for-python/blob/main/sdk/agentserver/azure-ai-agentserver-core/docs/state-store-guide.md). + ### Agent Sessions `ResponsesHostServer` persists the Agent Framework `AgentSession` durably. By default it -uses the `FoundryAgentSessionStore` when hosted and an in-memory `SessionStore` locally. -When hosted, the stored sessions will be isolated by the platform user ID and scoped -under `agent_sessions`. +uses the `FoundryAgentSessionStore`, backed by Foundry storage when hosted and file-based +storage locally. Stored sessions are scoped under `agent_sessions`. + +See the [custom storage provider sample](../../samples/04-hosting/foundry-hosted-agents/responses/custom_storage/) +for an example that uses an in-memory session store locally and Azure Cosmos DB when hosted. ### Workflow checkpoints `ResponsesHostServer` persists workflow checkpoints durably. By default, it uses the -`FoundryCheckpointStore` when hosted and an in-memory `InMemoryCheckpointStorage` locally. -When hosted, the stored checkpoints will be isolated by the platform user ID and scoped -under `checkpoints`. +`FoundryCheckpointStore`, backed by Foundry storage when hosted and file-based storage +locally. Stored checkpoints are scoped under `checkpoints`. ### Function approvals `ResponsesHostServer` persists function approvals durably. By default, it uses the -`FoundryFunctionApprovalStore` when hosted and an in-memory `InMemoryFunctionApprovalStore` locally. When hosted, the stored approvals will be isolated by the platform user ID and scoped under `function_approvals`. \ No newline at end of file +`FoundryFunctionApprovalStore`, backed by Foundry storage when hosted and file-based +storage locally. Stored approvals are scoped under `function_approvals`. \ No newline at end of file diff --git a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_request_context.py b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_request_context.py index b2db9b7f22..570db2dbd2 100644 --- a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_request_context.py +++ b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_request_context.py @@ -2,9 +2,6 @@ from __future__ import annotations -import os -from typing import Literal - from azure.ai.agentserver.core import FoundryAgentRequestContext _PROTOCOL_V2_REQUIRED_MESSAGE = ( @@ -14,30 +11,6 @@ ) -def validate_path_segment( - segment: str, - *, - kind: Literal["context id", "user id"], -) -> None: - """Validate that ``segment`` is a single safe path component (CWE-22). - - Request context values are untrusted when used as path segments. Reject - separators, drive letters, parent references, and similar values rather - than attempting to sanitize them and risk collisions. - """ - if not isinstance(segment, str) or not segment: - raise RuntimeError(f"Invalid {kind}: must be a non-empty string.") - if ( - "/" in segment - or "\\" in segment - or "\x00" in segment - or segment.strip(".") == "" - or os.path.isabs(segment) - or os.path.splitdrive(segment)[0] - ): - raise RuntimeError(f"Invalid {kind}: {segment!r}") - - def validate_foundry_request_context( context: FoundryAgentRequestContext, *, diff --git a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_responses.py b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_responses.py index 6ff4550f7e..c5840c8495 100644 --- a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_responses.py +++ b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_responses.py @@ -64,7 +64,6 @@ from ._feature_usage import FeatureIndex from ._request_context import ( validate_foundry_request_context, - validate_path_segment, ) from ._state_store import ( AgentSessionStoreProvider, @@ -372,29 +371,10 @@ async def _handle_inner_agent( try: approval_storage = self._function_approval_storage_provider.get_store(config=self.config) session_storage = self._session_storage_provider.get_store(config=self.config) - # Agent sessions are either tied to the conversation_id (for multi-turn conversation mode) - # or the previous_response_id (for response chaining). If neither is present, a new session - # is created for this request and stored under the current response_id. The current response_id - # will become the previous_response_id for the next request in a response chain, allowing the - # session to be retrieved. - if (previous_response_id := request.get("previous_response_id")) is not None: - session = await session_storage.get(previous_response_id) - if session is None: - raise RuntimeError( - f"Cannot find an existing agent session for previous_response_id={previous_response_id}. " - "Ensure that the previous response was created successfully and that the ID is correct." - ) - elif (conversation_id := context.conversation_id) is not None: - session = await session_storage.get(conversation_id) - if session is None: - # Note that we cannot determine if the session was deleted or never existed, - # so we log a warning and create a new session. - logger.info( - "Cannot find an existing agent session for id=%s. Creating a new session.", - conversation_id, - ) - session = self._agent.create_session() - else: + + context_id = context.conversation_chain_id + session = await session_storage.get(context_id) + if session is None: session = self._agent.create_session() except Exception as ex: logger.error("Failed to prepare state storage: %s", ex, exc_info=(type(ex), ex, ex.__traceback__)) @@ -456,7 +436,7 @@ async def _handle_inner_agent( if self._uses_hosted_responses_history: session.state.pop(_HOSTED_RESPONSES_HISTORY_SOURCE_ID, None) try: - await session_storage.set(context.conversation_id or context.response_id, session) + await session_storage.set(context_id, session) except Exception as save_error: save_failure = save_error if request_interrupted: @@ -518,42 +498,19 @@ async def _handle_inner_workflow( # any future async resources owned by the workflow are entered here. await self._ensure_agent_ready() + context_id = context.conversation_chain_id + checkpoint_storage = self._checkpoint_storage_provider.get_store(config=self.config, context_id=context_id) + # Determine the latest checkpoint (if any) so we can resume the # workflow's prior state for this turn. The directory is keyed by - # the inbound context id (conversation_id when set, otherwise - # previous_response_id). Multi-turn declarative workflows need the - # workflow's internal state (e.g. Conversation.messages, + # the platform derived context_id. Multi-turn declarative workflows + # need the workflow's internal state (e.g. Conversation.messages, # intermediate Local.* variables) to survive across user turns; # the only place that state lives is the workflow checkpoint, so # on every turn we restore the latest checkpoint and feed the new # input back into the start executor as a continuation rather than # a fresh run. - latest_checkpoint_id: str | None = None - restore_storage: CheckpointStorage | None = None - if context_id is not None: - validate_path_segment(context_id, kind="context id") - restore_storage = self._checkpoint_storage_provider.get_store( - config=self.config, - context_id=context_id, - ) - latest_checkpoint = await restore_storage.get_latest(workflow_name=self._agent.workflow.name) - if latest_checkpoint is not None: - latest_checkpoint_id = latest_checkpoint.checkpoint_id - - # Storage that will receive checkpoints written during this turn. - # When the caller chains with previous_response_id, the next turn - # will reference the current response_id as its previous_response_id, - # so new checkpoints must land under the current response_id (or the - # conversation_id when set). When conversation_id is set, this - # matches restore_storage; when only previous_response_id was - # supplied, restore_storage points at the *prior* response's - # directory and write_storage points at the *current* response's. - write_context_id = context.conversation_id or context.response_id - validate_path_segment(write_context_id, kind="context id") - write_storage = self._checkpoint_storage_provider.get_store( - config=self.config, - context_id=write_context_id, - ) + latest_checkpoint = await checkpoint_storage.get_latest(workflow_name=self._agent.workflow.name) # Multi-turn pattern: when we have a prior checkpoint, restore it # first (drive the workflow back to idle with prior state intact), @@ -571,11 +528,11 @@ async def _handle_inner_workflow( # ``run(input_messages, ...)`` call may contain ``function_call_output`` # items (carried as FunctionResult/FunctionApprovalResponse content) # that fulfill them via :meth:`WorkflowAgent._process_pending_requests`. - if latest_checkpoint_id is not None: + if latest_checkpoint is not None: async for _ in self._agent.run( stream=True, - checkpoint_id=latest_checkpoint_id, - checkpoint_storage=restore_storage, + checkpoint_id=latest_checkpoint.checkpoint_id, + checkpoint_storage=checkpoint_storage, ): pass @@ -585,7 +542,7 @@ async def _handle_inner_workflow( async for update in self._agent.run( input_messages, stream=True, - checkpoint_storage=write_storage, + checkpoint_storage=checkpoint_storage, ): for content in update.contents: for event in tracker.handle(content): @@ -600,27 +557,12 @@ async def _handle_inner_workflow( # Close any remaining active builder for event in tracker.close(): yield event - - await self._delete_not_latest_checkpoints(write_storage, self._agent.workflow.name) yield response_event_stream.emit_completed() except Exception as ex: logger.exception("Failed to produce response for workflow agent") for event in self._emit_failure(response_event_stream, tracker, ex): yield event - @staticmethod - async def _delete_not_latest_checkpoints(checkpoint_storage: CheckpointStorage, workflow_name: str) -> None: - """Delete all checkpoints except the latest one. - - We only need the last checkpoint for each invocation. - """ - latest_checkpoint = await checkpoint_storage.get_latest(workflow_name=workflow_name) - if latest_checkpoint is not None: - all_checkpoints = await checkpoint_storage.list_checkpoints(workflow_name=workflow_name) - for checkpoint in all_checkpoints: - if checkpoint.checkpoint_id != latest_checkpoint.checkpoint_id: - await checkpoint_storage.delete(checkpoint.checkpoint_id) - @staticmethod def _emit_failure( response_event_stream: ResponseEventStream, diff --git a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_state_store.py b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_state_store.py index 11908c571b..e45cce025a 100644 --- a/python/packages/foundry_hosting/agent_framework_foundry_hosting/_state_store.py +++ b/python/packages/foundry_hosting/agent_framework_foundry_hosting/_state_store.py @@ -10,7 +10,6 @@ CheckpointID, CheckpointStorage, Content, - InMemoryCheckpointStorage, SessionStore, WorkflowCheckpoint, WorkflowCheckpointException, @@ -169,13 +168,11 @@ class CheckpointStoreProvider(ContextScopedStoreProvider[CheckpointStorage]): collection boundary used to list checkpoints, restore the latest checkpoint, and clean up older checkpoints without affecting another workflow context. - This will default to using the `FoundryCheckpointStore` when hosted in Foundry, - and an in-memory store otherwise. + This defaults to using the `FoundryCheckpointStore` in all environments. """ def __init__(self) -> None: - self._foundry_storages: dict[str, CheckpointStorage] = {} - self._in_memory_storages: dict[str, CheckpointStorage] = {} + self._storages: dict[str, CheckpointStorage] = {} def get_store( self, @@ -184,14 +181,12 @@ def get_store( context_id: str, ) -> CheckpointStorage: """Get checkpoint store for the requested hosting environment.""" - stores = self._foundry_storages if config.is_hosted else self._in_memory_storages - if not context_id: raise ValueError("context_id must be provided to get a checkpoint store.") - if context_id not in stores: - stores[context_id] = FoundryCheckpointStore(context_id) if config.is_hosted else InMemoryCheckpointStorage() - return stores[context_id] + if context_id not in self._storages: + self._storages[context_id] = FoundryCheckpointStore(context_id) + return self._storages[context_id] # endregion Checkpoint persistence @@ -242,43 +237,20 @@ async def load_approval_request(self, approval_request_id: str) -> Content: return Content.from_dict(item.value) -class InMemoryFunctionApprovalStore: - """An in-memory store for function approval requests.""" - - def __init__(self) -> None: - self._store: dict[str, Content] = {} - - async def save_approval_request(self, approval_request_id: str, request: Content) -> None: - if approval_request_id in self._store: - raise ValueError(f"Approval request with ID '{approval_request_id}' already exists.") - self._store[approval_request_id] = request - - async def load_approval_request(self, approval_request_id: str) -> Content: - if approval_request_id not in self._store: - raise KeyError(f"Approval request with ID '{approval_request_id}' does not exist.") - return self._store[approval_request_id] - - class FunctionApprovalStoreProvider(StoreProvider[FunctionApprovalStore]): """Provide function approval store for the active hosting environment. - This will default to using the `FoundryFunctionApprovalStore` when hosted in Foundry, - and an in-memory store otherwise. + This defaults to using the `FoundryFunctionApprovalStore` in all environments. """ def __init__(self) -> None: - self._foundry_storage: FunctionApprovalStore | None = None - self._in_memory_storage: FunctionApprovalStore | None = None + self._storage: FunctionApprovalStore | None = None def get_store(self, *, config: AgentConfig) -> FunctionApprovalStore: """Get function approval store for the requested hosting environment.""" - if config.is_hosted: - if self._foundry_storage is None: - self._foundry_storage = FoundryFunctionApprovalStore() - return self._foundry_storage - if self._in_memory_storage is None: - self._in_memory_storage = InMemoryFunctionApprovalStore() - return self._in_memory_storage + if self._storage is None: + self._storage = FoundryFunctionApprovalStore() + return self._storage # endregion Function approval persistence @@ -316,23 +288,17 @@ async def delete(self, session_id: str) -> None: class AgentSessionStoreProvider(StoreProvider[SessionStore]): """Provide agent session store for the active hosting environment. - This will default to using the `FoundryAgentSessionStore` when hosted in Foundry, - and an in-memory store otherwise. + This defaults to using the `FoundryAgentSessionStore` in all environments. """ def __init__(self) -> None: - self._foundry_storage: SessionStore | None = None - self._in_memory_storage: SessionStore | None = None + self._storage: SessionStore | None = None def get_store(self, *, config: AgentConfig) -> SessionStore: """Get agent session store for the requested hosting environment.""" - if config.is_hosted: - if self._foundry_storage is None: - self._foundry_storage = FoundryAgentSessionStore() - return self._foundry_storage - if self._in_memory_storage is None: - self._in_memory_storage = SessionStore() - return self._in_memory_storage + if self._storage is None: + self._storage = FoundryAgentSessionStore() + return self._storage # endregion Agent session persistence diff --git a/python/packages/foundry_hosting/pyproject.toml b/python/packages/foundry_hosting/pyproject.toml index 2e32ce97a0..495d5ae304 100644 --- a/python/packages/foundry_hosting/pyproject.toml +++ b/python/packages/foundry_hosting/pyproject.toml @@ -24,9 +24,9 @@ classifiers = [ ] dependencies = [ "agent-framework-core>=1.13.0,<2", - "azure-ai-agentserver-core>=2.0.0b11,<3", - "azure-ai-agentserver-responses>=2.0.0b1,<3", - "azure-ai-agentserver-invocations>=1.0.0b8,<2", + "azure-ai-agentserver-core>=2.1.0b1,<3", + "azure-ai-agentserver-responses>=2.0.0,<3", + "azure-ai-agentserver-invocations>=1.0.0,<2", "httpx>=0.28,<1", "mcp>=1.24.0,<2", ] diff --git a/python/packages/foundry_hosting/tests/test_responses.py b/python/packages/foundry_hosting/tests/test_responses.py index 5b0dfda65c..919c4d6560 100644 --- a/python/packages/foundry_hosting/tests/test_responses.py +++ b/python/packages/foundry_hosting/tests/test_responses.py @@ -70,10 +70,15 @@ AgentSessionStoreProvider, CheckpointStoreProvider, FunctionApprovalStoreProvider, - InMemoryFunctionApprovalStore, ) +def _function_approval_store(request: Content) -> MagicMock: + storage = MagicMock() + storage.load_approval_request = AsyncMock(return_value=request) + return storage + + def _make_function_approval_request_content( *, request_id: str = "apr_test", @@ -1483,9 +1488,8 @@ async def test_mcp_call_with_output_reconstructs_mcp_result_content(self) -> Non async def test_mcp_approval_request(self) -> None: from azure.ai.agentserver.responses.models import OutputItemMcpApprovalRequest - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = OutputItemMcpApprovalRequest({ "type": "mcp_approval_request", @@ -1501,9 +1505,8 @@ async def test_mcp_approval_request(self) -> None: async def test_mcp_approval_response(self) -> None: from azure.ai.agentserver.responses.models import OutputItemMcpApprovalResponseResource - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = OutputItemMcpApprovalResponseResource({ "type": "mcp_approval_response", @@ -1993,9 +1996,8 @@ async def test_mcp_call_with_output_reconstructs_mcp_result_content(self) -> Non async def test_mcp_approval_request(self) -> None: from azure.ai.agentserver.responses.models import ItemMcpApprovalRequest - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = ItemMcpApprovalRequest({ "type": "mcp_approval_request", @@ -2012,9 +2014,8 @@ async def test_mcp_approval_request(self) -> None: async def test_mcp_approval_response(self) -> None: from azure.ai.agentserver.responses.models import MCPApprovalResponse - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = MCPApprovalResponse({ "type": "mcp_approval_response", @@ -3244,39 +3245,14 @@ async def test_multi_turn_function_call_then_text_and_image(self) -> None: # region Function approval round-trip -class TestFunctionApprovalStore: - """Unit tests for the function approval storage classes.""" - - async def test_in_memory_save_and_load(self) -> None: - storage = InMemoryFunctionApprovalStore() - request = _make_function_approval_request_content(request_id="apr_1") - await storage.save_approval_request("apr_1", request) - loaded = await storage.load_approval_request("apr_1") - assert loaded.type == "function_approval_request" - assert loaded.id == "apr_1" - - async def test_in_memory_duplicate_save_raises(self) -> None: - storage = InMemoryFunctionApprovalStore() - request = _make_function_approval_request_content(request_id="apr_1") - await storage.save_approval_request("apr_1", request) - with pytest.raises(ValueError, match="already exists"): - await storage.save_approval_request("apr_1", request) - - async def test_in_memory_missing_load_raises(self) -> None: - storage = InMemoryFunctionApprovalStore() - with pytest.raises(KeyError): - await storage.load_approval_request("missing") - - class TestFunctionApprovalConversion: """Tests for the approval-aware paths in `_item_to_message` / `_output_item_to_message`.""" async def test_output_item_mcp_approval_request_loads_from_storage(self) -> None: from azure.ai.agentserver.responses.models import OutputItemMcpApprovalRequest - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = OutputItemMcpApprovalRequest({ "type": "mcp_approval_request", @@ -3311,9 +3287,8 @@ async def test_output_item_mcp_approval_request_without_storage_raises(self) -> async def test_output_item_mcp_approval_response_resolves_to_approval_response(self) -> None: from azure.ai.agentserver.responses.models import OutputItemMcpApprovalResponseResource - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = OutputItemMcpApprovalResponseResource({ "type": "mcp_approval_response", @@ -3346,9 +3321,8 @@ async def test_output_item_mcp_approval_response_without_storage_raises(self) -> async def test_input_item_mcp_approval_request_loads_from_storage(self) -> None: from azure.ai.agentserver.responses.models import ItemMcpApprovalRequest - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = ItemMcpApprovalRequest({ "type": "mcp_approval_request", @@ -3365,9 +3339,8 @@ async def test_input_item_mcp_approval_request_loads_from_storage(self) -> None: async def test_input_item_mcp_approval_response_resolves_to_approval_response(self) -> None: from azure.ai.agentserver.responses.models import MCPApprovalResponse - storage = InMemoryFunctionApprovalStore() saved = _make_function_approval_request_content(request_id="apr-1") - await storage.save_approval_request("apr-1", saved) + storage = _function_approval_store(saved) item = MCPApprovalResponse({ "type": "mcp_approval_response", diff --git a/python/packages/foundry_hosting/tests/test_state_store.py b/python/packages/foundry_hosting/tests/test_state_store.py index 64ca0496ba..f55d9b71e2 100644 --- a/python/packages/foundry_hosting/tests/test_state_store.py +++ b/python/packages/foundry_hosting/tests/test_state_store.py @@ -5,7 +5,7 @@ from unittest.mock import AsyncMock, MagicMock, patch import pytest -from agent_framework import AgentSession, Content, SessionStore, WorkflowCheckpoint, WorkflowCheckpointException +from agent_framework import AgentSession, Content, WorkflowCheckpoint, WorkflowCheckpointException from azure.ai.agentserver.core import AgentConfig from azure.ai.agentserver.core.storage import FoundryStorageConflictError @@ -17,7 +17,6 @@ FoundryCheckpointStore, FoundryFunctionApprovalStore, FunctionApprovalStoreProvider, - InMemoryFunctionApprovalStore, ) @@ -180,10 +179,8 @@ def test_checkpoint_storage_provider_caches_storage_by_context(is_hosted: bool) first = provider.get_store(config=config, context_id="context-1") second = provider.get_store(config=config, context_id="context-2") - if is_hosted: - assert type(first) is FoundryCheckpointStore - assert type(second) is FoundryCheckpointStore - + assert type(first) is FoundryCheckpointStore + assert type(second) is FoundryCheckpointStore assert provider.get_store(config=config, context_id="context-1") is first assert second is not first @@ -261,36 +258,26 @@ async def test_load_missing_function_approval_request_raises() -> None: await FoundryFunctionApprovalStore().load_approval_request("missing") -@pytest.mark.parametrize( - ("is_hosted", "expected_type"), - [(True, FoundryFunctionApprovalStore), (False, InMemoryFunctionApprovalStore)], -) -def test_function_approval_storage_provider_selects_backend( - is_hosted: bool, - expected_type: type[FoundryFunctionApprovalStore] | type[InMemoryFunctionApprovalStore], -) -> None: +@pytest.mark.parametrize("is_hosted", [True, False]) +def test_function_approval_storage_provider_uses_foundry_store(is_hosted: bool) -> None: provider = FunctionApprovalStoreProvider() config = _config(is_hosted=is_hosted) storage = provider.get_store(config=config) - assert type(storage) is expected_type + assert type(storage) is FoundryFunctionApprovalStore assert provider.get_store(config=config) is storage -def test_function_approval_storage_provider_creates_only_requested_backend() -> None: - with ( - patch("agent_framework_foundry_hosting._state_store.FoundryFunctionApprovalStore") as foundry_storage_type, - patch("agent_framework_foundry_hosting._state_store.InMemoryFunctionApprovalStore") as in_memory_storage_type, - ): +def test_function_approval_storage_provider_creates_storage_once() -> None: + with patch("agent_framework_foundry_hosting._state_store.FoundryFunctionApprovalStore") as storage_type: provider = FunctionApprovalStoreProvider() - config = _config(is_hosted=True) + config = _config(is_hosted=False) storage = provider.get_store(config=config) assert provider.get_store(config=config) is storage - foundry_storage_type.assert_called_once_with() - in_memory_storage_type.assert_not_called() + storage_type.assert_called_once_with() async def test_set_agent_session_uses_scoped_store() -> None: @@ -352,33 +339,23 @@ async def test_delete_agent_session_is_idempotent() -> None: store.delete_item.assert_awaited_once_with("storage-session-1") -@pytest.mark.parametrize( - ("is_hosted", "expected_type"), - [(True, FoundryAgentSessionStore), (False, SessionStore)], -) -def test_agent_session_storage_provider_selects_backend( - is_hosted: bool, - expected_type: type[FoundryAgentSessionStore] | type[SessionStore], -) -> None: +@pytest.mark.parametrize("is_hosted", [True, False]) +def test_agent_session_storage_provider_uses_foundry_store(is_hosted: bool) -> None: provider = AgentSessionStoreProvider() config = _config(is_hosted=is_hosted) storage = provider.get_store(config=config) - assert type(storage) is expected_type + assert type(storage) is FoundryAgentSessionStore assert provider.get_store(config=config) is storage -def test_agent_session_storage_provider_creates_only_requested_backend() -> None: - with ( - patch("agent_framework_foundry_hosting._state_store.FoundryAgentSessionStore") as foundry_storage_type, - patch("agent_framework_foundry_hosting._state_store.SessionStore") as in_memory_storage_type, - ): +def test_agent_session_storage_provider_creates_storage_once() -> None: + with patch("agent_framework_foundry_hosting._state_store.FoundryAgentSessionStore") as storage_type: provider = AgentSessionStoreProvider() config = _config(is_hosted=False) storage = provider.get_store(config=config) assert provider.get_store(config=config) is storage - foundry_storage_type.assert_not_called() - in_memory_storage_type.assert_called_once_with() + storage_type.assert_called_once_with() diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.dockerignore b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.dockerignore new file mode 100644 index 0000000000..31ed562a7e --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.dockerignore @@ -0,0 +1,7 @@ +.venv +__pycache__ +*.pyc +*.pyo +*.pyd +.Python +.env diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.env.example b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.env.example new file mode 100644 index 0000000000..c136203a33 --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/.env.example @@ -0,0 +1,5 @@ +FOUNDRY_PROJECT_ENDPOINT="..." +AZURE_AI_MODEL_DEPLOYMENT_NAME="..." +COSMOS_CONNECTION_STRING="..." +COSMOS_DATABASE_NAME="..." +COSMOS_CONTAINER_NAME="..." diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/Dockerfile b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/Dockerfile new file mode 100644 index 0000000000..0cc939d9b3 --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/Dockerfile @@ -0,0 +1,16 @@ +FROM python:3.12-slim + +WORKDIR /app + +COPY . user_agent/ +WORKDIR /app/user_agent + +RUN if [ -f requirements.txt ]; then \ + pip install -r requirements.txt; \ + else \ + echo "No requirements.txt found"; \ + fi + +EXPOSE 8088 + +CMD ["python", "main.py"] diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/README.md b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/README.md new file mode 100644 index 0000000000..5b079ba9a6 --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/README.md @@ -0,0 +1,45 @@ +# Custom session storage provider + +This sample shows how to provide custom session storage to `ResponsesHostServer`. +The `CustomSessionStoreProvider` selects storage based on the resolved hosting +configuration: + +- Local runs use the in-memory `SessionStore` and do not require Cosmos DB. +- Foundry-hosted runs use the custom `CosmosSessionStore` implementation. + +The sample customizes agent-session persistence only. The host's default providers +continue to manage workflow checkpoints and function approvals. + +## Azure Cosmos DB setup + +Before deploying the sample, create an Azure Cosmos DB database and container. The +container must use `/id` as its partition key. Set these environment variables to +the existing resources: + +- `COSMOS_CONNECTION_STRING` +- `COSMOS_DATABASE_NAME` +- `COSMOS_CONTAINER_NAME` + +See [main.py](main.py) for the complete provider and store implementations. + +## Running locally + +Copy `.env.example` to `.env`, set the Foundry project and model values, and leave +the Cosmos values unset. The provider creates one in-memory store for the lifetime +of the local server process. + +Follow [Running the Agent Host Locally](../../README.md#running-the-agent-host-locally) +in the parent README, then send a request: + +```bash +curl -X POST http://localhost:8088/responses -H "Content-Type: application/json" -d '{"input": "Hi"}' +``` + +Local session data is lost when the process exits. + +## Deploying to Foundry + +Set all variables in `.env.example`, including the Cosmos settings, and follow +[Deploying the Agent to Foundry](../../README.md#deploying-the-agent-to-foundry) +in the parent README. The hosted provider initializes Cosmos DB lazily on its first +request and reuses the store for later requests. diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/main.py b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/main.py new file mode 100644 index 0000000000..26b673a40d --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/main.py @@ -0,0 +1,107 @@ +# Copyright (c) Microsoft. All rights reserved. + +import os +from contextlib import suppress +from typing import Any + +from agent_framework import Agent, AgentSession, SessionStore +from agent_framework.foundry import FoundryChatClient +from agent_framework_foundry_hosting import ResponsesHostServer, StoreProvider +from azure.ai.agentserver.core import AgentConfig +from azure.cosmos.aio import ContainerProxy, CosmosClient +from azure.cosmos.exceptions import CosmosResourceNotFoundError +from azure.identity import DefaultAzureCredential +from dotenv import load_dotenv + +"""Host an agent with a custom session storage provider. + +The provider uses an in-memory store when the agent runs locally and Azure +Cosmos DB when the agent runs in Foundry. Create the database and container +before deploying the agent. The container must use /id as its partition key. + +Environment variables: + FOUNDRY_PROJECT_ENDPOINT: Microsoft Foundry project endpoint. + AZURE_AI_MODEL_DEPLOYMENT_NAME: Model deployment name. + COSMOS_CONNECTION_STRING: Azure Cosmos DB connection string. + COSMOS_DATABASE_NAME: Existing database name. + COSMOS_CONTAINER_NAME: Existing container name partitioned by /id. +""" + +load_dotenv() + + +class CosmosSessionStore(SessionStore): + """Persist Agent Framework session snapshots in Azure Cosmos DB.""" + + def __init__(self, *, connection_string: str, database_name: str, container_name: str) -> None: + super().__init__() + self._client = CosmosClient.from_connection_string(connection_string) + database = self._client.get_database_client(database_name) + self._container: ContainerProxy = database.get_container_client(container_name) + + async def get(self, session_id: str) -> AgentSession | None: + """Load a session snapshot, or return None when it does not exist.""" + self.validate_session_id(session_id) + try: + item = await self._container.read_item(item=session_id, partition_key=session_id) + except CosmosResourceNotFoundError: + return None + return AgentSession.from_dict(item["session"]) + + async def set(self, session_id: str, session: AgentSession) -> None: + """Create or replace a session snapshot.""" + self.validate_session_id(session_id) + item: dict[str, Any] = {"id": session_id, "session": session.to_dict()} + await self._container.upsert_item(item) + + async def delete(self, session_id: str) -> None: + """Delete a session snapshot when it exists.""" + self.validate_session_id(session_id) + with suppress(CosmosResourceNotFoundError): + await self._container.delete_item(item=session_id, partition_key=session_id) + + +class CustomSessionStoreProvider(StoreProvider[SessionStore]): + """Provide in-memory storage locally and Cosmos-backed storage when hosted.""" + + def __init__(self) -> None: + self._local_store: SessionStore | None = None + self._hosted_store: SessionStore | None = None + + def get_store(self, *, config: AgentConfig) -> SessionStore: + """Return the session store for the current hosting environment.""" + if not config.is_hosted: + if self._local_store is None: + self._local_store = SessionStore() + return self._local_store + + if self._hosted_store is None: + self._hosted_store = CosmosSessionStore( + connection_string=os.environ["COSMOS_CONNECTION_STRING"], + database_name=os.environ["COSMOS_DATABASE_NAME"], + container_name=os.environ["COSMOS_CONTAINER_NAME"], + ) + return self._hosted_store + + +def main() -> None: + client = FoundryChatClient( + project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"], + model=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"], + credential=DefaultAzureCredential(), + ) + agent = Agent( + client=client, + instructions="You are a friendly assistant. Keep your answers brief.", + default_options={"store": False}, + ) + + server = ResponsesHostServer( + agent, + agent_session_store_provider=CustomSessionStoreProvider(), + ) + server.run() + + +if __name__ == "__main__": + main() diff --git a/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/requirements.txt b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/requirements.txt new file mode 100644 index 0000000000..09e7736eac --- /dev/null +++ b/python/samples/04-hosting/foundry-hosted-agents/responses/custom_storage/requirements.txt @@ -0,0 +1,3 @@ +agent-framework-foundry +agent-framework-foundry-hosting>=1.0.0a260630 +azure-cosmos>=4.9.0 diff --git a/python/uv.lock b/python/uv.lock index 5fb1c5a765..9215020a8d 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -1,5 +1,4 @@ version = 1 -revision = 3 requires-python = ">=3.11" resolution-markers = [ "python_full_version >= '3.15' and sys_platform == 'darwin'", @@ -76,41 +75,41 @@ 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dependencies = [ - { name = "agent-framework-core", extra = ["all"] }, + { name = "agent-framework-core", extra = ["all"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] dev = [ - { name = "flit" }, - { name = "mypy" }, - { name = "opentelemetry-sdk" }, - { name = "poethepoet" }, - { name = "prek" }, - { name = "pyrefly" }, - { name = "pyright" }, - { name = "pytest" }, - { name = "pytest-asyncio" }, - { name = "pytest-cov" }, - { name = "pytest-retry" }, - { name = "pytest-timeout" }, - { name = "pytest-xdist", extra = ["psutil"] }, - { name = "rich" }, - { name = "ruff" }, - { name = "tomli" }, - { name = "ty" }, - { name = "uv" }, - { name = "zuban" }, + { name = "flit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mypy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "poethepoet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "prek", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pyrefly", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pyright", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-asyncio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-cov", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-retry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-timeout", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-xdist", extra = ["psutil"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "ruff", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "tomli", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "ty", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "uv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "zuban", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] test = [ - { name = "agent-hooks-sdk" }, - { name = "azure-monitor-opentelemetry" }, - { name = "mcp", extra = ["ws"] }, + { name = "agent-hooks-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-monitor-opentelemetry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mcp", extra = ["ws"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -159,7 +158,7 @@ dev = [ { name = "opentelemetry-sdk" }, { name = "poethepoet", specifier = "==0.48.0" }, { name = "prek", specifier = "==0.4.11" }, - { name = "pyrefly", specifier = "==1.1.1" }, + { name = "pyrefly", specifier = "==1.2.0" }, { name = "pyright", specifier = "==1.1.411" }, { name = "pytest", specifier = "==9.1.1" }, { name = "pytest-asyncio", specifier = "==1.4.0" }, @@ -172,7 +171,7 @@ dev = [ { name = "tomli", specifier = "==2.4.1" }, { name = "ty", specifier = "==0.0.64" }, { name = "uv", specifier = "==0.11.32" }, - { name = "zuban", specifier = "==0.9.0" }, + { name = "zuban", specifier = "==0.9.1" }, ] test = [ { name = "agent-hooks-sdk", specifier = ">=0.1.0a4,<0.2" }, @@ -185,8 +184,8 @@ name = "agent-framework-a2a" version = "1.0.0b260730" source = { editable = "packages/a2a" } dependencies = [ - { name = "a2a-sdk" }, - { name = "agent-framework-core" }, + { name = "a2a-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -200,22 +199,22 @@ name = "agent-framework-ag-ui" version = "1.0.1" source = { editable = "packages/ag-ui" } dependencies = [ - { name = "ag-ui-protocol" }, - { name = "agent-framework-core" }, - { name = "fastapi" }, - { name = "sse-starlette" }, - { name = "uvicorn", extra = ["standard"] }, + { name = "ag-ui-protocol", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "sse-starlette", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "uvicorn", extra = ["standard"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.optional-dependencies] dev = [ - { name = "httpx" }, - { name = "pytest" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] test = [ - { name = "agent-framework-orchestrations" }, + { name = "agent-framework-orchestrations", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -228,7 +227,6 @@ requires-dist = [ { name = "sse-starlette", specifier = ">=3.4.5,<4" }, { name = "uvicorn", extras = ["standard"], specifier = ">=0.30.0,<1" }, ] -provides-extras = ["dev"] [package.metadata.requires-dev] test = [{ name = "agent-framework-orchestrations", editable = "packages/orchestrations" }] @@ -238,8 +236,8 @@ name = "agent-framework-anthropic" version = "1.0.0b260730" source = { editable = "packages/anthropic" } dependencies = [ - { name = "agent-framework-core" }, - { name = "anthropic" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "anthropic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -253,8 +251,8 @@ name = "agent-framework-azure-ai-search" version = "1.0.0b260730" source = { editable = "packages/azure-ai-search" } dependencies = [ - { name = "agent-framework-core" }, - { name = "azure-search-documents" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-search-documents", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -268,11 +266,11 @@ name = "agent-framework-azure-contentunderstanding" version = "1.0.0b260730" source = { editable = "packages/azure-contentunderstanding" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-foundry" }, - { name = "aiohttp" }, - { name = "azure-ai-contentunderstanding" }, - { name = "filetype" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-foundry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-contentunderstanding", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "filetype", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -289,8 +287,8 @@ name = "agent-framework-azure-cosmos" version = "1.0.0b260730" source = { editable = "packages/azure-cosmos" } dependencies = [ - { name = "agent-framework-core" }, - { name = "azure-cosmos" }, + { 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] @@ -304,16 +302,16 @@ name = "agent-framework-azure-cosmos-memory" version = "1.0.0a260730" source = { editable = "packages/azure-cosmos-memory" } dependencies = [ - { name = "agent-framework-core" }, - { name = "azure-cosmos-agent-memory" }, - { name = "prompty" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-cosmos-agent-memory", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "prompty", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] dev = [ - { name = "pytest" }, - { name = "pytest-asyncio" }, - { name = "pytest-cov" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-asyncio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest-cov", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -333,16 +331,16 @@ dev = [ [[package]] name = "agent-framework-azurefunctions" version = "1.0.0b260730" -source = { registry = "https://pypi.org/simple" } +source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-durabletask" }, - { name = "azure-functions" }, - { name = "azure-functions-durable" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-durabletask", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-functions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-functions-durable", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7f/51/358ca285536098786143113d6f683d4ee08316545503a039975e6a39e518/agent_framework_azurefunctions-1.0.0b260730.tar.gz", hash = "sha256:d686dad93d048e6409377c8b9c26c87aca62bbc2054240a752f1daaa18ee53cf", size = 33039, upload-time = "2026-07-30T23:38:44.926Z" } +sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/agent-framework-azurefunctions/1b260730/agent_framework_azurefunctions-1.0.0b260730.tar.gz", hash = "sha256:d686dad93d048e6409377c8b9c26c87aca62bbc2054240a752f1daaa18ee53cf" } wheels = [ - { url = "https://files.pythonhosted.org/packages/cc/9f/72c97ba481afc34d8f76e27e3d6ed8fcbefd54189810c5b0a24eafa48a5d/agent_framework_azurefunctions-1.0.0b260730-py3-none-any.whl", hash = "sha256:fbf7d73a8ee4d676a937196f2c7f6f2a9137eb787d1c7cb39f1b7a5363d57ad2", size = 37274, upload-time = "2026-07-30T23:37:25.745Z" }, + { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/agent-framework-azurefunctions/1b260730/agent_framework_azurefunctions-1.0.0b260730-py3-none-any.whl", hash = "sha256:fbf7d73a8ee4d676a937196f2c7f6f2a9137eb787d1c7cb39f1b7a5363d57ad2" }, ] [[package]] @@ -350,9 +348,9 @@ name = "agent-framework-bedrock" version = "1.0.0b260730" source = { editable = "packages/bedrock" } dependencies = [ - { name = "agent-framework-core" }, - { name = "boto3" }, - { name = "botocore" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "boto3", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "botocore", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -367,8 +365,8 @@ name = "agent-framework-chatkit" version = "1.0.0b260730" source = { editable = "packages/chatkit" } dependencies = [ - { name = "agent-framework-core" }, - { name = "openai-chatkit" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "openai-chatkit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -382,8 +380,8 @@ name = "agent-framework-claude" version = "1.0.0b260730" source = { editable = "packages/claude" } dependencies = [ - { name = "agent-framework-core" }, - { name = "claude-agent-sdk" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "claude-agent-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -397,8 +395,8 @@ name = "agent-framework-copilotstudio" version = "1.0.0b260730" source = { editable = "packages/copilotstudio" } dependencies = [ - { name = "agent-framework-core" }, - { name = "microsoft-agents-copilotstudio-client" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "microsoft-agents-copilotstudio-client", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -412,54 +410,54 @@ name = "agent-framework-core" version = "1.13.0" source = { editable = "packages/core" } dependencies = [ - { name = "msgspec" }, - { name = "opentelemetry-api" }, - { name = "pydantic" }, - { name = "python-dotenv" }, - { name = "typing-extensions" }, + { name = "msgspec", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "python-dotenv", 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'" }, ] [package.optional-dependencies] agent-hooks = [ - { name = "agent-hooks-sdk" }, + { name = "agent-hooks-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] all = [ - { name = "agent-framework-a2a" }, - { name = "agent-framework-ag-ui" }, - { name = "agent-framework-anthropic" }, - { name = "agent-framework-azure-ai-search" }, - { name = "agent-framework-azure-contentunderstanding" }, - { name = "agent-framework-azure-cosmos" }, - { name = "agent-framework-azurefunctions" }, - { name = "agent-framework-bedrock" }, - { name = "agent-framework-chatkit" }, - { name = "agent-framework-claude" }, - { name = "agent-framework-copilotstudio" }, - { name = "agent-framework-declarative" }, - { name = "agent-framework-devui" }, - { name = "agent-framework-durabletask" }, - { name = "agent-framework-foundry" }, - { name = "agent-framework-foundry-hosting" }, - { name = "agent-framework-foundry-local" }, - { name = "agent-framework-gemini" }, - { name = "agent-framework-github-copilot" }, + { name = "agent-framework-a2a", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-ag-ui", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-anthropic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-azure-ai-search", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-azure-contentunderstanding", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-azure-cosmos", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-azurefunctions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-bedrock", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-chatkit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-claude", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-copilotstudio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-declarative", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-devui", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-durabletask", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-foundry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-foundry-hosting", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-foundry-local", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-gemini", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-github-copilot", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "agent-framework-hyperlight", marker = "(python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'linux') or (python_full_version < '3.14' and platform_machine == 'AMD64' and sys_platform == 'win32')" }, - { name = "agent-framework-lab" }, - { name = "agent-framework-mem0" }, - { name = "agent-framework-mistral" }, - { name = "agent-framework-monty" }, - { name = "agent-framework-ollama" }, - { name = "agent-framework-openai" }, - { name = "agent-framework-orchestrations" }, - { name = "agent-framework-purview" }, - { name = "agent-framework-redis" }, - { name = "agent-framework-tools" }, - { name = "mcp", extra = ["ws"] }, + { name = "agent-framework-lab", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-mem0", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-mistral", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-monty", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-ollama", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-orchestrations", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-purview", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-tools", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mcp", extra = ["ws"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] dev = [ - { name = "azure-ai-agentserver-core" }, + { name = "azure-ai-agentserver-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -502,7 +500,6 @@ requires-dist = [ { name = "python-dotenv", specifier = ">=1,<2" }, { name = "typing-extensions", specifier = ">=4.15.0,<5" }, ] -provides-extras = ["agent-hooks", "all"] [package.metadata.requires-dev] dev = [{ name = "azure-ai-agentserver-core", specifier = ">=2.0.0b7,<3" }] @@ -512,15 +509,15 @@ name = "agent-framework-declarative" version = "1.0.1" source = { editable = "packages/declarative" } dependencies = [ - { name = "agent-framework-core" }, - { name = "httpx" }, - { name = "powerfx", marker = "python_full_version < '3.14'" }, - { name = "pyyaml" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "powerfx", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" }, + { name = "pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] dev = [ - { name = "types-pyyaml" }, + { name = "types-pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -539,22 +536,22 @@ name = "agent-framework-devui" version = "1.0.0b260730" source = { editable = "packages/devui" } dependencies = [ - { name = "agent-framework-core" }, - { name = "fastapi" }, - { name = "openai" }, - { name = "opentelemetry-sdk" }, - { name = "uvicorn", extra = ["standard"] }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "uvicorn", extra = ["standard"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.optional-dependencies] all = [ - { name = "pytest" }, - { name = "watchdog" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "watchdog", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] dev = [ - { name = "agent-framework-orchestrations" }, - { name = "pytest" }, - { name = "watchdog" }, + { name = "agent-framework-orchestrations", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "watchdog", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -570,21 +567,20 @@ requires-dist = [ { name = "watchdog", marker = "extra == 'all'", specifier = "==6.0.0" }, { name = "watchdog", marker = "extra == 'dev'", specifier = "==6.0.0" }, ] -provides-extras = ["dev", "all"] [[package]] name = "agent-framework-durabletask" version = "1.0.0b260730" -source = { registry = "https://pypi.org/simple" } +source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" } dependencies = [ - { name = "agent-framework-core" }, - { name = "durabletask" }, - { name = "durabletask-azuremanaged" }, - { name = "python-dateutil" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "durabletask", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "durabletask-azuremanaged", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0e/e0/5113b292a854046e6af90cb869d9eb6f2f4c611bef10e9cbabcb138d00ee/agent_framework_durabletask-1.0.0b260730.tar.gz", hash = "sha256:4c6ed98f7fedbd7733f110991a8eea9fe7254ca56d12e5198efd8991251698f2", size = 72176, upload-time = "2026-07-30T23:38:59.338Z" } +sdist = { url = "https://ms-feed-12.pkgs.visualstudio.com/80ca31fc-64d9-45fa-acb1-85ac9c6202b2/_packaging/00cb4235-4c66-4418-be20-d052995979fb/pypi/download/agent-framework-durabletask/1b260730/agent_framework_durabletask-1.0.0b260730.tar.gz", hash = "sha256:4c6ed98f7fedbd7733f110991a8eea9fe7254ca56d12e5198efd8991251698f2" } wheels = [ - { url = "https://files.pythonhosted.org/packages/62/87/9bfb24812983efa30f1da875e09dc8b9788e9ab713b204939953781eed85/agent_framework_durabletask-1.0.0b260730-py3-none-any.whl", hash = "sha256:41b403b824e231be99643e32e019f35d50ded48c5a157e9938627aa0159ff34d", size = 85536, upload-time = "2026-07-30T23:37:42.819Z" }, + { url = "https://ms-feed-12.pkgs.visualstudio.com/80ca31fc-64d9-45fa-acb1-85ac9c6202b2/_packaging/00cb4235-4c66-4418-be20-d052995979fb/pypi/download/agent-framework-durabletask/1b260730/agent_framework_durabletask-1.0.0b260730-py3-none-any.whl", hash = "sha256:41b403b824e231be99643e32e019f35d50ded48c5a157e9938627aa0159ff34d" }, ] [[package]] @@ -592,11 +588,11 @@ name = "agent-framework-foundry" version = "1.10.4" source = { editable = "packages/foundry" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-openai" }, - { name = "aiohttp" }, - { name = "azure-ai-inference" }, - { name = "azure-ai-projects" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-inference", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-projects", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -613,20 +609,20 @@ name = "agent-framework-foundry-hosting" version = "1.0.0b260730" source = { editable = "packages/foundry_hosting" } dependencies = [ - { name = "agent-framework-core" }, - { name = "azure-ai-agentserver-core" }, - { name = "azure-ai-agentserver-invocations" }, - { name = "azure-ai-agentserver-responses" }, - { name = "httpx" }, - { name = "mcp", extra = ["ws"] }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-agentserver-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-agentserver-invocations", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-ai-agentserver-responses", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mcp", extra = ["ws"], 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-ai-agentserver-core", specifier = ">=2.0.0b11,<3" }, - { name = "azure-ai-agentserver-invocations", specifier = ">=1.0.0b8,<2" }, - { name = "azure-ai-agentserver-responses", specifier = ">=2.0.0b1,<3" }, + { name = "azure-ai-agentserver-core", specifier = ">=2.1.0b1,<3" }, + { name = "azure-ai-agentserver-invocations", specifier = ">=1.0.0,<2" }, + { name = "azure-ai-agentserver-responses", specifier = ">=2.0.0,<3" }, { name = "httpx", specifier = ">=0.28,<1" }, { name = "mcp", specifier = ">=1.24.0,<2" }, ] @@ -636,9 +632,9 @@ name = "agent-framework-foundry-local" version = "1.0.0b260730" source = { editable = "packages/foundry_local" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-openai" }, - { name = "foundry-local-sdk" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "foundry-local-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -653,8 +649,8 @@ name = "agent-framework-gemini" version = "1.0.0b260730" source = { editable = "packages/gemini" } dependencies = [ - { name = "agent-framework-core" }, - { name = "google-genai" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "google-genai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -668,8 +664,8 @@ name = "agent-framework-github-copilot" version = "1.0.1" source = { editable = "packages/github_copilot" } dependencies = [ - { name = "agent-framework-core" }, - { name = "github-copilot-sdk" }, + { 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'" }, ] [package.metadata] @@ -683,7 +679,7 @@ name = "agent-framework-hosting" version = "1.0.0a260730" source = { editable = "packages/hosting" } dependencies = [ - { name = "agent-framework-core" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -694,9 +690,9 @@ name = "agent-framework-hosting-a2a" version = "1.0.0a260730" source = { editable = "packages/hosting-a2a" } dependencies = [ - { name = "a2a-sdk" }, - { name = "agent-framework-core" }, - { name = "agent-framework-hosting" }, + { name = "a2a-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-hosting", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -711,10 +707,10 @@ name = "agent-framework-hosting-mcp" version = "1.0.0a260730" source = { editable = "packages/hosting-mcp" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-hosting" }, - { name = "mcp", extra = ["ws"] }, - { name = "pydantic" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-hosting", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mcp", extra = ["ws"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -730,15 +726,15 @@ name = "agent-framework-hosting-responses" version = "1.0.0a260730" source = { editable = "packages/hosting-responses" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-hosting" }, - { name = "openai" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-hosting", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] test = [ - { name = "fastapi" }, - { name = "httpx" }, + { name = "fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -759,8 +755,8 @@ name = "agent-framework-hosting-telegram" version = "1.0.0a260730" source = { editable = "packages/hosting-telegram" } dependencies = [ - { name = "agent-framework-core" }, - { name = "agent-framework-hosting" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "agent-framework-hosting", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -774,10 +770,10 @@ name = "agent-framework-hyperlight" version = "1.0.0b260730" source = { editable = "packages/hyperlight" } dependencies = [ - { name = "agent-framework-core" }, - { name = "hyperlight-sandbox" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "hyperlight-sandbox", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "hyperlight-sandbox-backend-wasm", marker = "(python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'linux') or (python_full_version < '3.14' and platform_machine == 'AMD64' and sys_platform == 'win32')" }, - { name = "hyperlight-sandbox-python-guest" }, + { name = "hyperlight-sandbox-python-guest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -793,48 +789,48 @@ name = "agent-framework-lab" version = "1.0.0b260730" source = { editable = "packages/lab" } dependencies = [ - { name = "agent-framework-core" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.optional-dependencies] gaia = [ - { name = "huggingface-hub" }, - { name = "opentelemetry-api" }, - { name = "opentelemetry-sdk" }, - { name = "orjson" }, - { name = "pyarrow" }, - { name = "pydantic" }, - { name = "tqdm" }, + { name = "huggingface-hub", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "orjson", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pyarrow", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "tqdm", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] lightning = [ - { name = "agentlightning" }, + { name = "agentlightning", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] math = [ - { name = "sympy" }, + { name = "sympy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] tau2 = [ - { name = "loguru" }, - { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" }, - { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, - { name = "pydantic" }, - { name = "tiktoken" }, + { name = "loguru", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" }, marker = "(python_full_version < '3.12' and sys_platform == 'darwin') or (python_full_version < '3.12' and sys_platform == 'linux') or (python_full_version < '3.12' and sys_platform == 'win32')" }, + { name = "numpy", version = "2.5.1", source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" }, marker = "(python_full_version >= '3.12' and sys_platform == 'darwin') or (python_full_version >= '3.12' and sys_platform == 'linux') or (python_full_version >= '3.12' and sys_platform == 'win32')" }, + { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "tiktoken", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.dev-dependencies] dev = [ - { name = "mypy" }, - { name = "poethepoet" }, - { name = "prek" }, - { name = "pyright" }, - { name = "pytest" }, - { name = "rich" }, - { name = "ruff" }, - { name = "tomli" }, - { name = "tomli-w" }, - { name = "uv" }, + { name = "mypy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "poethepoet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "prek", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pyright", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "ruff", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "tomli", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "tomli-w", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "uv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] tau2 = [ - { name = "tau2" }, + { name = "tau2", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -854,7 +850,6 @@ requires-dist = [ { name = "tiktoken", marker = "extra == 'tau2'", specifier = ">=0.11.0" }, { name = "tqdm", marker = "extra == 'gaia'", specifier = ">=4.60.0" }, ] -provides-extras = ["gaia", "lightning", "tau2", "math"] [package.metadata.requires-dev] dev = [ @@ -876,8 +871,8 @@ name = "agent-framework-mem0" version = "1.0.0b260730" source = { editable = "packages/mem0" } dependencies = [ - { name = "agent-framework-core" }, - { name = "mem0ai" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "mem0ai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -891,8 +886,8 @@ name = "agent-framework-mistral" version = "1.0.0b260730" source = { editable = "packages/mistral" } dependencies = [ - { name = "agent-framework-core" }, - { name = "httpx" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -906,8 +901,8 @@ name = "agent-framework-monty" version = "1.0.0b260730" source = { editable = "packages/monty" } dependencies = [ - { name = "agent-framework-core" }, - { name = "pydantic-monty" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "pydantic-monty", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -921,8 +916,8 @@ name = "agent-framework-ollama" version = "1.0.0b260730" source = { editable = "packages/ollama" } dependencies = [ - { name = "agent-framework-core" }, - { name = "ollama" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "ollama", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -936,8 +931,8 @@ name = "agent-framework-openai" version = "1.12.0" source = { editable = "packages/openai" } dependencies = [ - { name = "agent-framework-core" }, - { name = "openai" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -951,7 +946,7 @@ name = "agent-framework-orchestrations" version = "1.0.2" source = { editable = "packages/orchestrations" } dependencies = [ - { name = "agent-framework-core" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -962,9 +957,9 @@ name = "agent-framework-purview" version = "1.0.0b260730" source = { editable = "packages/purview" } dependencies = [ - { name = "agent-framework-core" }, - { name = "azure-core" }, - { name = "httpx" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "azure-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] [package.metadata] @@ -979,11 +974,11 @@ name = "agent-framework-redis" version = "1.0.0b260730" source = { editable = "packages/redis" } dependencies = [ - { name = "agent-framework-core" }, - { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" }, - { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, - { name = "redis" }, - { name = "redisvl" }, + { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" }, marker = "(python_full_version < '3.12' and sys_platform == 'darwin') or (python_full_version < '3.12' and sys_platform == 'linux') or (python_full_version < '3.12' and sys_platform == 'win32')" }, + { name = "numpy", version = "2.5.1", source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple/" }, marker = "(python_full_version >= '3.12' and sys_platform == 'darwin') or (python_full_version >= '3.12' and sys_platform == 'linux') or (python_full_version >= '3.12' and sys_platform == 'win32')" }, + { name = "redis", 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