23 Commits

• Python: [BREAKING] update to v1.0.0 (#5062)

  * updates to final deprecated pieces and versions
  
  * fix mypy
  
  * fix readme links

  Eduard van Valkenburg · 2026-04-02 15:26:30 +00:00
  3446eb8d5d
• Python: [BREAKING] update context provider APIs, middleware, and per-service-call history persistence (#4992)

  * Rename provider base APIs
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Allow provider-added chat and function middleware
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Simulate service-stored history per model call
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix typing regressions in CI
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix response ID suppression review feedback
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Rename per-service-call history persistence APIs
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address context persistence review feedback
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Stabilize markdown sample docs
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Persist service continuation state per call
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Eduard van Valkenburg · 2026-04-01 16:13:11 +00:00
  b065a4ce51
• Python: Fix Python pyright package scoping and typing remediation (#4426)

  * Fix Python pyright package scoping and typing remediation
  
  Implements issue #4407 by removing the root pyright include, adding package-level pyright includes, and resolving pyright/mypy typing issues across Python packages. Also cleans unnecessary casts and applies line-level, rule-specific ignores where external libraries are too dynamic.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Reduce pyright cost in handoff cloning
  
  Simplify cloned_options construction in HandoffAgentExecutor to avoid expensive TypedDict narrowing/inference in _handoff.py, which was causing pyright to spend a long time in orchestrations.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * fix types
  
  * Fix lint and type-check regressions
  
  Resolve current Python package check failures across lint, pyright, and mypy after recent code changes, including purview/declarative pyright issues and multiple ruff simplification findings.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * fixed hooks
  
  * Stabilize package tests and test tasks
  
  Resolve cross-package non-integration test failures, simplify streaming type flow, harden locale/culture handling, and standardize package test poe tasks to exclude integration tests where applicable.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * lots of small fixes
  
  * Fix current Python test regressions
  
  Address current failing unit tests in azure-ai, bedrock, and azure-cosmos while keeping Bedrock parsing logic inline (no new static helper methods).
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * small fixes
  
  * small fixes
  
  * removed pydantic from json
  
  * final updates
  
  * fix core
  
  * fix tests
  
  * fix obser
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Eduard van Valkenburg · 2026-03-05 15:32:24 +00:00
  55ddd841b7
• Python: [BREAKING] Redesign Python exception hierarchy (#4082)

  * [BREAKING] Redesign Python exception hierarchy
  
  Replace the flat ServiceException family with domain-scoped branches:
  - AgentException (with InvalidAuth, InvalidRequest, InvalidResponse, ContentFilter)
  - ChatClientException (same consistent suberrors)
  - IntegrationException (same + InitializationError)
  - WorkflowException (Runner, Convergence, Checkpoint, Validation, Action, Declarative)
  - ContentError (AdditionItemMismatch)
  - ToolException / ToolExecutionException (unchanged)
  - MiddlewareException / MiddlewareTermination (unchanged)
  
  Key changes:
  - All Service* exceptions removed (ServiceException, ServiceInitializationError, etc.)
  - AgentExecutionException split into AgentInvalidRequest/ResponseException
  - AgentInvocationError removed, split into AgentInvalidRequest/ResponseException
  - Workflow exceptions moved from _workflows/_exceptions.py into main exceptions.py
  - _workflows/__init__.py emptied; main __init__.py imports directly from submodules
  - Purview exceptions re-parented under IntegrationException hierarchy
  - Init validation errors use built-in ValueError/TypeError instead of custom exceptions
  - CODING_STANDARD.md updated with hierarchy design and rationale
  
  Fixes microsoft/agent-framework#3410
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Clarify ToolException vs ToolExecutionException docstrings
  
  ToolException: base class for all tool-related exceptions (preconditions,
  connection/init failures).
  ToolExecutionException: runtime call failures (tool call failed, reconnect
  failed, MCP errors).
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix remaining stale imports from agent_framework._workflows
  
  - azurefunctions: _context.py, _app.py, _serialization.py, test_func_utils.py
    used 'from agent_framework._workflows import X' which broke after
    emptying _workflows/__init__.py; changed to direct submodule imports
  - azure-ai-search: test still referenced ServiceInitializationError;
    updated to ValueError to match production code
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Eduard van Valkenburg · 2026-02-19 17:58:14 +00:00
  5ee06853a1
• Python: Fixed Redis context provider and samples (#4030)

  * Removed session_id filtering in Mem0 implementation
  
  * Fixed redis samples
  
  * Resolved comments

  Dmytro Struk · 2026-02-18 17:23:33 +00:00
  b0fd4946e6
• Python: [BREAKING] Scope provider state by source_id and standardize source IDs (#3995)

  * Initial plan
  
  * Add FoundryMemoryProvider and tests
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add sample and documentation for FoundryMemoryProvider
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address code review feedback for FoundryMemoryProvider
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address PR review comments: Add DEFAULT_SOURCE_ID, use logging.getLogger, move state to session.state
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix Foundry memory ItemParam usage and exports
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Refactor provider hook state and standardize source IDs
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Support endpoint-based Foundry memory init
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix core README workflows link
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * updated implementation and sample
  
  * Split out Foundry memory provider changes
  
  Remove FoundryMemoryProvider implementation/tests/sample plus export and docs mentions from this branch so only non-Foundry changes remain.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Trigger CI rerun for PR #3995
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Eduard van Valkenburg · 2026-02-17 19:12:28 +00:00
  cc98d5b6f7
• Python: [BREAKING] PR2 — Wire context provider pipeline, remove old types, update all consumers (#3850)

  * PR2: Wire context provider pipeline and update all internal consumers
  
  - Replace AgentThread with AgentSession across all packages
  - Replace ContextProvider with BaseContextProvider across all packages
  - Replace context_provider param with context_providers (Sequence)
  - Replace thread= with session= in run() signatures
  - Replace get_new_thread() with create_session()
  - Add get_session(service_session_id) to agent interface
  - DurableAgentThread -> DurableAgentSession
  - Remove _notify_thread_of_new_messages from WorkflowAgent
  - Wire before_run/after_run context provider pipeline in RawAgent
  - Auto-inject InMemoryHistoryProvider when no providers configured
  
  * fix: update all tests for context provider pipeline, fix lazy-loaders, remove old test files
  
  * refactor: update all sample files for context provider pipeline (AgentThread→AgentSession, ContextProvider→BaseContextProvider)
  
  * fix: update remaining ag-ui references (client docstring, getting_started sample)
  
  * fix: make get_session service_session_id keyword-only to avoid confusion with session_id
  
  * refactor: rename _RunContext.thread_messages to session_messages
  
  * refactor: remove _threads.py, _memory.py, and old provider files; migrate devui to use plain message lists
  
  * rename: remove _new_ prefix from test files
  
  * refactor: rewrite SlidingWindowChatMessageStore as SlidingWindowHistoryProvider(InMemoryHistoryProvider)
  
  * fix: read full history from session state directly instead of reaching into provider internals
  
  * fix: update stale .pyi stubs, sample imports, and README references for new provider types
  
  * fix: remove stale message_store, _notify_thread_of_new_messages, and session_id.key references in samples
  
  * refactor: merge context_providers and sessions sample folders into sessions, remove aggregate_context_provider
  
  * refactor: UserInfoMemory stores state in session.state instead of instance attributes
  
  * feat: add Pydantic BaseModel support to session state serialization
  
  Pydantic models stored in session.state are now automatically serialized
  via model_dump() and restored via model_validate() during to_dict()/from_dict()
  round-trips. Models are auto-registered on first serialization; use
  register_state_type() for cold-start deserialization.
  
  Also export register_state_type as a public API.
  
  * fix mem0
  
  * Update sample README links and descriptions for session terminology
  
  - Replace 'thread' with 'session' in sample descriptions across all READMEs
  - Update file links for renamed samples (mem0_sessions, redis_sessions, etc.)
  - Fix Threads section → Sessions section in main samples/README.md
  - Update tools, middleware, workflows, durabletask, azure_functions READMEs
  - Update architecture diagrams in concepts/tools/README.md
  - Update migration guides (autogen, semantic-kernel)
  
  * Fix broken Redis README link to renamed sample
  
  * Fix Mem0 OSS client search: pass scoping params as direct kwargs
  
  AsyncMemory (OSS) expects user_id/agent_id/run_id as direct kwargs,
  while AsyncMemoryClient (Platform) expects them in a filters dict.
  Adds tests for both client types.
  
  Port of fix from #3844 to new Mem0ContextProvider.
  
  * Fix rebase issues: restore missing _conversation_state.py and checkpoint decode logic
  
  - Add back _conversation_state.py (encode/decode_chat_messages) lost in rebase
  - Fix on_checkpoint_restore to decode cache/conversation with decode_chat_messages
  - Fix on_checkpoint_restore to use decode_checkpoint_value for pending requests
  - Add tests/workflow/__init__.py for relative import support
  - Fix test_agent_executor checkpoint selection (checkpoints[1] not superstep)
  
  * Add STORES_BY_DEFAULT ClassVar to skip redundant InMemoryHistoryProvider injection
  
  Chat clients that store history server-side by default (OpenAI Responses API,
  Azure AI Agent) now declare STORES_BY_DEFAULT = True. The agent checks this
  during auto-injection and skips InMemoryHistoryProvider unless the user
  explicitly sets store=False.
  
  * Fix broken markdown links in azure_ai and redis READMEs
  
  * Fix getting-started samples to use session API instead of removed thread/ContextProvider API
  
  * updates to workflow as agent
  
  * fix group chat import
  
  * Rename Thread→Session throughout, fix service_session_id propagation, remove stale AGUIThread
  
  - Fix: Propagate conversation_id from ChatResponse back to session.service_session_id
    in both streaming and non-streaming paths in _agents.py
  - Rename AgentThreadException → AgentSessionException
  - Remove stale AGUIThread from ag_ui lazy-loader
  - Rename use_service_thread → use_service_session in ag-ui package
  - Rename test functions from *_thread_* to *_session_*
  - Rename sample files from *_thread* to *_session*
  - Update docstrings and comments: thread → session
  - Update _mcp.py kwargs filter: add 'session' alongside 'thread'
  - Fix ContinuationToken docstring example: thread=thread → session=session
  - Fix _clients.py docstring: 'Agent threads' → 'Agent sessions'
  
  * Fix broken markdown links after thread→session file renames
  
  * fix azure ai test

  Eduard van Valkenburg · 2026-02-12 21:00:32 +00:00
  1e350ea22f
• Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747)

  * [BREAKING] Rename ChatAgent -> Agent, ChatMessage -> Message, ChatClientProtocol -> SupportsChatGetResponse
  
  Simplify the public API by removing redundant 'Chat' prefix from core types:
  - ChatAgent -> Agent
  - RawChatAgent -> RawAgent
  - ChatMessage -> Message
  - ChatClientProtocol -> SupportsChatGetResponse
  
  Also renamed internal WorkflowMessage (was Message in _runner_context) to avoid collision.
  
  No backward compatibility aliases - this is a clean breaking change.
  
  * [BREAKING] Rename Agent chat_client parameter to client
  
  * Fix rebase issues: WorkflowMessage references and broken markdown links
  
  * Fix formatting and lint issues from code quality checks
  
  * Fix import ordering in workflow sample files
  
  * fixed rebase
  
  * Fix test failures: use WorkflowMessage and A2AMessage after ChatMessage→Message rename
  
  - Replace Message(data=..., source_id=...) with WorkflowMessage(...) in workflow tests
  - Fix isinstance check in A2A agent to use A2AMessage instead of Message
  - Fix import in test_workflow_observability.py (Message→WorkflowMessage)
  
  * Fix lint, fmt, and sample errors after ChatMessage→Message rename
  
  - Auto-fix 70+ ruff lint issues across samples (ChatMessage→Message refs)
  - Fix HostedVectorStoreContent→Content.from_hosted_vector_store in file search sample
  - Fix _normalize_messages→normalize_messages in custom agent sample
  - Fix context.terminate→raise MiddlewareTermination in middleware samples
  - Fix with_update_hook→with_transform_hook in override middleware sample
  - Add TOptions_co import back to custom_chat_client sample
  - Add noqa for FastAPI File() default in chatkit sample
  - Fix B023 loop variable capture in weather agent sample
  
  * fix: update Agent constructor calls from chat_client to client in declaration-only tool tests
  
  * fix: add register_cleanup to devui lazy-loading proxy and type stub
  
  * fixed tests and updated new pieces
  
  * fix agui typevar
  
  * fix merge errors
  
  * fix merge conflicts
  
  * fiux merge
  
  * Remove unused links
  
  ---------
  
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

  Eduard van Valkenburg · 2026-02-10 23:04:32 +00:00
  0521f5bed8
• Python: PR1 — New session and context provider types (side-by-side) (#3763)

  * PR1: Add core context provider types and tests
  
  New types in _sessions.py (no changes to existing code):
  - SessionContext: per-invocation state with extend_messages/get_messages/
    extend_instructions/extend_tools and read-only response property
  - _ContextProviderBase: base class with before_run/after_run hooks
  - _HistoryProviderBase: storage base with load/store flags, abstract
    get_messages/save_messages, default before_run/after_run
  - AgentSession: lightweight session with state dict, to_dict/from_dict
  - InMemoryHistoryProvider: built-in provider storing in session.state
  
  35 unit tests covering all classes and configuration flags.
  
  * feat: keyword-only params, stateless InMemoryHistoryProvider, deep serialization
  
  - Make before_run/after_run parameters keyword-only
  - InMemoryHistoryProvider stores ChatMessage objects directly (no per-cycle serialization)
  - Deep serialization via to_dict/from_dict only at session boundary
  - State type registry for automatic deserialization of registered types
  - Updated tests for new serialization approach
  
  * feat: add new-pattern provider implementations for external packages
  
  - _RedisContextProvider(BaseContextProvider) - Redis search/vector context
  - _RedisHistoryProvider(BaseHistoryProvider) - Redis-backed message storage
  - _Mem0ContextProvider(BaseContextProvider) - Mem0 semantic memory
  - _AzureAISearchContextProvider(BaseContextProvider) - Azure AI Search (semantic + agentic)
  
  All use temporary _ prefix names for side-by-side coexistence with existing providers.
  Will be renamed in PR2 when old ContextProvider/ChatMessageStore are removed.
  
  * test: add tests for new-pattern provider implementations
  
  - 32 tests for _RedisContextProvider and _RedisHistoryProvider
  - 29 tests for _Mem0ContextProvider
  - 17 tests for _AzureAISearchContextProvider
  
  * fix: address PR review comments and CI failures
  
  - Move module docstring before imports in _sessions.py (review comment)
  - Import TYPE_CHECKING unconditionally in Redis _context_provider.py (NameError on Python <3.12)
  - Fix Mem0 test_init_auto_creates_client_when_none to patch at class level
  
  * feat: add source attribution to extend_messages
  
  Set attribution marker in additional_properties for each message
  added via extend_messages(), matching the tool attribution pattern.
  Uses setdefault to preserve any existing attribution.
  
  * refactor: make attribution value a dict with source_id key
  
  * add attribution and use sets for filters
  
  * Add source_type to message attribution and copy messages in extend_messages
  
  - SessionContext.extend_messages now accepts source as str or object with
    source_id attribute; when an object is passed, its class name is recorded
    as source_type in the attribution dict
  - Messages are shallow-copied before attribution is added so callers'
    original objects are never mutated
  - Filter framework-internal keys (attribution) from A2A wire metadata
    to prevent leaking internal state over the wire
  
  * fix: correct mypy type: ignore comment from union-attr to attr-defined
  
  * set attribution to _attribution
  
  * adjusted naming of bools

  Eduard van Valkenburg · 2026-02-10 21:19:15 +00:00
  ac0e6b0ee1
• Python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies (#3748)

  * python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies
  
  - Replace pre-commit with prek (Rust-native, faster pre-commit alternative)
  - Move supported hooks to repo: builtin for zero-clone speed
  - Add new builtin hooks: trailing-whitespace, check-merge-conflict, detect-private-key, check-added-large-files
  - Update all hook versions to latest (pre-commit-hooks v6, pyupgrade v3.21.2, bandit 1.9.3, uv-pre-commit 0.10.0)
  - Add PEP 723 inline script metadata to 34 samples with external deps
  - Remove autogen-agentchat/autogen-ext from dev deps (now declared per-sample)
  - Remove unused dev deps: pytest-env, tomli-w
  - Add agent-framework-core>=1.0.0b260130 lower bound to all 21 packages
  - Update CI workflow to use j178/prek-action
  - Update docs: DEV_SETUP.md, AGENTS.md, CODING_STANDARD.md, SAMPLE_GUIDELINES.md
  
  * updated lock
  
  * python: fix prek config paths for local execution and CI workflow
  
  Remove global 'files: ^python/' filter and strip python/ prefix from all path patterns in .pre-commit-config.yaml so prek finds files when run from the python/ directory. Update CI workflow to use --cd python instead of --config path. Include trailing whitespace fixes and dev dependency cleanup.
  
  * python: move helper scripts to scripts/ folder and exclude from checks
  
  * python: exclude AGENTS.md from prek markdown code lint
  
  * python: exclude AGENTS.md and azure_ai_search sample from markdown lint
  
  * fix m365 sample
  
  * python: ignore CPY rule for samples with PEP 723 headers
  
  * fix in dev_setup
  
  * python: replace aiofiles with regular open in samples
  
  * python: suppress reportUnusedImport in markdown code block checker
  
  * python: use samples pyright config for markdown code block checker
  
  Write a temp pyrightconfig.json matching pyrightconfig.samples.json rules (typeCheckingMode=off, only reportMissingImports and reportAttributeAccessIssue). Filter output to only fail on these rules since syntax-level errors (top-level await, undefined vars) are expected in README documentation snippets.
  
  * python: use markdown-code-lint with fixed globs instead of prek file list
  
  The prek-markdown-code-lint task received all changed files including non-README markdown and files with pre-existing broken imports. Replace with the standard markdown-code-lint task which uses the correct glob patterns (README.md, packages/**/README.md, samples/**/*.md).
  
  * python: exclude READMEs with pre-existing broken imports from markdown lint
  
  * python: fix broken README code snippets instead of excluding them
  
  - ag-ui: replace TextContent (removed) with content.type == 'text'
  - durabletask: fix import path to durabletask.worker.TaskHubGrpcWorker
  - orchestrations: use constructor params instead of .participants() method
  - observability: mark deprecated code blocks as plain text, filter
    reportMissingImports to agent_framework modules only
  - remove README excludes from markdown-code-lint task
  
  * add revision to gaia download
  
  * feat(python): parallelize checks across packages
  
  Run (package × task) cross-product in parallel using ThreadPoolExecutor
  and subprocesses. Key changes:
  
  - Add scripts/task_runner.py with shared parallel execution engine
  - Update run_tasks_in_packages_if_exists.py to accept multiple tasks
  - Update run_tasks_in_changed_packages.py with --files flag and parallel support
  - Add check-packages poe task (fmt+lint+pyright+mypy in parallel)
  - Add prek-markdown-code-lint and prek-samples-check with change detection
  - Split CI code quality workflow into parallel prek and mypy jobs
  - Update DEV_SETUP.md to document new parallel behavior
  
  Core package changes still trigger checks on all packages.
  
  * feat(ci): split code quality into 4 parallel jobs
  
  Split the single prek job into parallel jobs:
  - pre-commit-hooks: lightweight hooks (SKIP=poe-check)
  - package-checks: fmt/lint/pyright/mypy via check-packages
  - samples-markdown: samples-lint, samples-syntax, markdown-code-lint
  - mypy: change-detected mypy checks
  
  All 4 jobs run concurrently (×2 Python versions = 8 runners).
  
  * feat(ci): use only Python 3.10 for code quality checks
  
  * refactor(python): add future annotations and remove quoted types
  
  Add `from __future__ import annotations` to 93 package files that
  used quoted string annotations, then run pyupgrade --py310-plus to
  remove the now-unnecessary quotes.
  
  Fixes https://github.com/microsoft/agent-framework/issues/3578

  Eduard van Valkenburg · 2026-02-09 17:51:01 +00:00
  977c3adfb2
• Python: [BREAKING] Moved to a single get_response and run API (#3379)

  * WIP
  
  * big update to new ResponseStream model
  
  * fixed tests and typing
  
  * fixed tests and typing
  
  * fixed tools typevar import
  
  * fix
  
  * mypy fix
  
  * mypy fixes and some cleanup
  
  * fix missing quoted names
  
  * and client
  
  * fix  imports agui
  
  * fix anthropic override
  
  * fix agui
  
  * fix ag ui
  
  * fix import
  
  * fix anthropic types
  
  * fix mypy
  
  * refactoring
  
  * updated typing
  
  * fix 3.11
  
  * fixes
  
  * redid layering of chat clients and agents
  
  * redid layering of chat clients and agents
  
  * Fix lint, type, and test issues after rebase
  
  - Add @overload decorators to AgentProtocol.run() for type compatibility
  - Add missing docstring params (middleware, function_invocation_configuration)
  - Fix TODO format (TD002) by adding author tags
  - Fix broken observability tests from upstream:
    - Replace non-existent use_instrumentation with direct instantiation
    - Replace non-existent use_agent_instrumentation with AgentTelemetryLayer mixin
    - Fix get_streaming_response to use get_response(stream=True)
    - Add AgentInitializationError import
    - Update streaming exception tests to match actual behavior
  
  * Fix AgentExecutionException import error in test_agents.py
  
  - Replace non-existent AgentExecutionException with AgentRunException
  
  * Fix test import and asyncio deprecation issues
  
  - Add 'tests' to pythonpath in ag-ui pyproject.toml for utils_test_ag_ui import
  - Replace deprecated asyncio.get_event_loop().run_until_complete with asyncio.run
  
  * Fix azure-ai test failures
  
  - Update _prepare_options patching to use correct class path
  - Fix test_to_azure_ai_agent_tools_web_search_missing_connection to clear env vars
  
  * Convert ag-ui utils_test_ag_ui.py to conftest.py
  
  - Move test utilities to conftest.py for proper pytest discovery
  - Update all test imports to use conftest instead of utils_test_ag_ui
  - Remove old utils_test_ag_ui.py file
  - Revert pythonpath change in pyproject.toml
  
  * fix: use relative imports for ag-ui test utilities
  
  * fix agui
  
  * Rename Bare*Client to Raw*Client and BaseChatClient
  
  - Renamed BareChatClient to BaseChatClient (abstract base class)
  - Renamed BareOpenAIChatClient to RawOpenAIChatClient
  - Renamed BareOpenAIResponsesClient to RawOpenAIResponsesClient
  - Renamed BareAzureAIClient to RawAzureAIClient
  - Added warning docstrings to Raw* classes about layer ordering
  - Updated README in samples/getting_started/agents/custom with layer docs
  - Added test for span ordering with function calling
  
  * Fix layer ordering: FunctionInvocationLayer before ChatTelemetryLayer
  
  This ensures each inner LLM call gets its own telemetry span, resulting in
  the correct span sequence: chat -> execute_tool -> chat
  
  Updated all production clients and test mocks to use correct ordering:
  - ChatMiddlewareLayer (first)
  - FunctionInvocationLayer (second)
  - ChatTelemetryLayer (third)
  - BaseChatClient/Raw...Client (fourth)
  
  * Remove run_stream usage
  
  * Fix conversation_id propagation
  
  * Python: Add BaseAgent implementation for Claude Agent SDK (#3509)
  
  * Added ClaudeAgent implementation
  
  * Updated streaming logic
  
  * Small updates
  
  * Small update
  
  * Fixes
  
  * Small fix
  
  * Naming improvements
  
  * Updated imports
  
  * Addressed comments
  
  * Updated package versions
  
  * Update Claude agent connector layering
  
  * fix test and plugin
  
  * Store function middleware in invocation layer
  
  * Fix telemetry streaming and ag-ui tests
  
  * Remove legacy ag-ui tests folder
  
  * updates
  
  * Remove terminate flag from FunctionInvocationContext, use MiddlewareTermination instead
  
  - Remove terminate attribute from FunctionInvocationContext
  - Add result attribute to MiddlewareTermination to carry function results
  - FunctionMiddlewarePipeline.execute() now lets MiddlewareTermination propagate
  - _auto_invoke_function captures context.result in exception before re-raising
  - _try_execute_function_calls catches MiddlewareTermination and sets should_terminate
  - Fix handoff middleware to append to chat_client.function_middleware directly
  - Update tests to use raise MiddlewareTermination instead of context.terminate
  - Add middleware flow documentation in samples/concepts/tools/README.md
  - Fix ag-ui to use FunctionMiddlewarePipeline instead of removed create_function_middleware_pipeline
  
  * fix: remove references to removed terminate flag in purview tests, add type ignore
  
  * fix: move _test_utils.py from package to test folder
  
  * fix: call get_final_response() to trigger context provider notification in streaming test
  
  * fix: correct broken links in tools README
  
  * docs: clarify default middleware behavior in summary table
  
  * fix: ensure inner stream result hooks are called when using map()/from_awaitable()
  
  * Fix mypy type errors
  
  * Address PR review comments on observability.py
  
  - Remove TODO comment about unconsumed streams, add explanatory note instead
  - Remove redundant _close_span cleanup hook (already called in _finalize_stream)
  - Clarify behavior: cleanup hooks run after stream iteration, if stream is not
    consumed the span remains open until garbage collected
  
  * Remove gen_ai.client.operation.duration from span attributes
  
  Duration is a metrics-only attribute per OpenTelemetry semantic conventions.
  It should be recorded to the histogram but not set as a span attribute.
  
  * Remove duration from _get_response_attributes, pass directly to _capture_response
  
  Duration is a metrics-only attribute. It's now passed directly to _capture_response
  instead of being included in the attributes dict that gets set on the span.
  
  * Remove redundant _close_span cleanup hook in AgentTelemetryLayer
  
  _finalize_stream already calls _close_span() in its finally block,
  so adding it as a separate cleanup hook is redundant.
  
  * Use weakref.finalize to close span when stream is garbage collected
  
  If a user creates a streaming response but never consumes it, the cleanup
  hooks won't run. Now we register a weak reference finalizer that will close
  the span when the stream object is garbage collected, ensuring spans don't
  leak in this scenario.
  
  * Fix _get_finalizers_from_stream to use _result_hooks attribute
  
  Renamed function to _get_result_hooks_from_stream and fixed it to
  look for the _result_hooks attribute which is the correct name in
  ResponseStream class.
  
  * Add missing asyncio import in test_request_info_mixin.py
  
  * Fix leftover merge conflict marker in image_generation sample
  
  * Update integration tests
  
  * Fix integration tests: increase max_iterations from 1 to 2
  
  Tests with tool_choice options require at least 2 iterations:
  1. First iteration to get function call and execute the tool
  2. Second iteration to get the final text response
  
  With max_iterations=1, streaming tests would return early with only
  the function call/result but no final text content.
  
  * Fix duplicate function call error in conversation-based APIs
  
  When using conversation_id (for Responses/Assistants APIs), the server
  already has the function call message from the previous response. We
  should only send the new function result message, not all messages
  including the function call which would cause a duplicate ID error.
  
  Fix: When conversation_id is set, only send the last message (the tool
  result) instead of all response.messages.
  
  * Add regression test for conversation_id propagation between tool iterations
  
  Port test from PR #3664 with updates for new streaming API pattern.
  Tests that conversation_id is properly updated in options dict during
  function invocation loop iterations.
  
  * Fix tool_choice=required to return after tool execution
  
  When tool_choice is 'required', the user's intent is to force exactly one
  tool call. After the tool executes, return immediately with the function
  call and result - don't continue to call the model again.
  
  This fixes integration tests that were failing with empty text responses
  because with tool_choice=required, the model would keep returning function
  calls instead of text.
  
  Also adds regression tests for:
  - conversation_id propagation between tool iterations (from PR #3664)
  - tool_choice=required returns after tool execution
  
  * Document tool_choice behavior in tools README
  
  - Add table explaining tool_choice values (auto, none, required)
  - Explain why tool_choice=required returns immediately after tool execution
  - Add code example showing the difference between required and auto
  - Update flow diagram to show the early return path for tool_choice=required
  
  * Fix tool_choice=None behavior - don't default to 'auto'
  
  Remove the hardcoded default of 'auto' for tool_choice in ChatAgent init.
  When tool_choice is not specified (None), it will now not be sent to the
  API, allowing the API's default behavior to be used.
  
  Users who want tool_choice='auto' can still explicitly set it either in
  default_options or at runtime.
  
  Fixes #3585
  
  * Fix tool_choice=none should not remove tools
  
  In OpenAI Assistants client, tools were not being sent when
  tool_choice='none'. This was incorrect - tool_choice='none' means
  the model won't call tools, but tools should still be available
  in the request (they may be used later in the conversation).
  
  Fixes #3585
  
  * Add test for tool_choice=none preserving tools
  
  Adds a regression test to ensure that when tool_choice='none' is set but
  tools are provided, the tools are still sent to the API. This verifies
  the fix for #3585.
  
  * Fix tool_choice=none should not remove tools in all clients
  
  Apply the same fix to OpenAI Responses client and Azure AI client:
  - OpenAI Responses: Remove else block that popped tool_choice/parallel_tool_calls
  - Azure AI: Remove tool_choice != 'none' check when adding tools
  
  When tool_choice='none', the model won't call tools, but tools should
  still be sent to the API so they're available for future turns.
  
  Also update README to clarify tool_choice=required supports multiple tools.
  
  Fixes #3585
  
  * Keep tool_choice even when tools is None
  
  Move tool_choice processing outside of the 'if tools' block in OpenAI
  Responses client so tool_choice is sent to the API even when no tools
  are provided.
  
  * Update test to match new parallel_tool_calls behavior
  
  Changed test_prepare_options_removes_parallel_tool_calls_when_no_tools to
  test_prepare_options_preserves_parallel_tool_calls_when_no_tools to reflect
  that parallel_tool_calls is now preserved even when no tools are present,
  consistent with the tool_choice behavior.
  
  * Fix ChatMessage API and Role enum usage after rebase
  
  - Update ChatMessage instantiation to use keyword args (role=, text=, contents=)
  - Fix Role enum comparisons to use .value for string comparison
  - Add created_at to AgentResponse in error handling
  - Fix AgentResponse.from_updates -> from_agent_run_response_updates
  - Fix DurableAgentStateMessage.from_chat_message to convert Role enum to string
  - Add Role import where needed
  
  * Fix additional ChatMessage API and method name changes
  
  - Fix ChatMessage usage in workflow files (use text= instead of contents= for strings)
  - Fix AgentResponse.from_updates -> from_agent_run_response_updates in workflow files
  - Fix test files for ChatMessage and Role enum usage
  
  * Fix remaining ChatMessage API usage in test files
  
  * Fix more ChatMessage and Role API changes in source and test files
  
  - Fix ChatMessage in _magentic.py replan method
  - Fix Role enum comparison in test assertions
  - Fix remaining test files with old ChatMessage syntax
  
  * Fix ChatMessage and Role API changes across packages
  
  - Add Role import where missing
  - Fix ChatMessage signature: positional args to keyword args (role=, text=, contents=)
  - Fix Role enum comparisons: .role.value instead of .role string
  - Fix FinishReason enum usage in ag-ui event converters
  - Rename AgentResponse.from_updates to from_agent_run_response_updates in ag-ui
  
  Fixes API compatibility after Types API Review improvements merge
  
  * Fix ChatMessage and Role API changes in github_copilot tests
  
  * Fix ChatMessage and Role API changes in redis and github_copilot packages
  
  - Fix redis provider: Role enum comparison using .value
  - Fix redis tests: ChatMessage signature and Role comparisons
  - Fix github_copilot tests: ChatMessage signature and Role comparisons
  - Update docstring examples in redis chat message store
  
  * Fix ChatMessage and Role API changes in devui package
  
  - Fix executor: ChatMessage signature change
  - Fix conversations: Role enum to string conversion in two places
  - Fix tests: ChatMessage signatures and Role comparisons
  
  * Fix ChatMessage and Role API changes in a2a and lab packages
  
  - Fix a2a tests: Role comparisons and ChatMessage signatures
  - Fix lab tau2 source: Role enum comparison in flip_messages, log_messages, sliding_window
  - Fix lab tau2 tests: ChatMessage signatures and Role comparisons
  
  * Remove duplicate test files from ag-ui/tests (tests are in ag_ui_tests)
  
  * Fix ChatMessage and Role API changes across packages
  
  After rebasing on upstream/main which merged PR #3647 (Types API Review
  improvements), fix all packages to use the new API:
  
  - ChatMessage: Use keyword args (role=, text=, contents=) instead of
    positional args
  - Role: Compare using .value attribute since it's now an enum
  
  Packages fixed:
  - ag-ui: Fixed Role value extraction bugs in _message_adapters.py
  - anthropic: Fixed ChatMessage and Role comparisons in tests
  - azure-ai: Fixed Role comparison in _client.py
  - azure-ai-search: Fixed ChatMessage and Role in source/tests
  - bedrock: Fixed ChatMessage signatures in tests
  - chatkit: Fixed ChatMessage and Role in source/tests
  - copilotstudio: Fixed ChatMessage and Role in tests
  - declarative: Fixed ChatMessage in _executors_agents.py
  - mem0: Fixed ChatMessage and Role in source/tests
  - purview: Fixed ChatMessage in source/tests
  
  * Fix mypy errors for ChatMessage and Role API changes
  
  - durabletask: Use str() fallback in role value extraction
  - core: Fix ChatMessage in _orchestrator_helpers.py to use keyword args
  - core: Add type ignore for _conversation_state.py contents deserialization
  - ag-ui: Fix type ignore comments (call-overload instead of arg-type)
  - azure-ai-search: Fix get_role_value type hint to accept Any
  - lab: Move get_role_value to module level with Any type hint
  
  * Improve CI test timeout configuration
  
  - Increase job timeout from 10 to 15 minutes
  - Reduce per-test timeout to 60s (was 900s/300s)
  - Add --timeout_method thread for better timeout handling
  - Add --timeout-verbose to see which tests are slow
  - Reduce retries from 3 to 2 and delay from 10s to 5s
  
  This ensures individual test timeouts are shorter than the job
  timeout, providing better visibility when tests hang.
  
  With 60s timeout and 2 retries, worst case per test is ~180s.
  
  * Fix ChatMessage API usage in docstrings and source
  
  - Fix ChatMessage positional args in docstrings: _serialization.py, _threads.py, _middleware.py
  - Fix ChatMessage in tau2 runner.py
  - Fix role comparison in _orchestrator_helpers.py to use .value
  - Fix role comparison in _group_chat.py docstring example
  - Fix role assertions in test_durable_entities.py to use .value
  
  * Revert tool_choice/parallel_tool_calls changes - must be removed when no tools
  
  OpenAI API requires tool_choice and parallel_tool_calls to only be
  present when tools are specified. Restored the logic that removes
  these options when there are no tools.
  
  - Restored check in _chat_client.py to remove tool_choice and
    parallel_tool_calls when no tools present
  - Restored same logic in _responses_client.py
  - Reverted test to expect the correct behavior
  
  * fixed issue in tests
  
  * fix: resolve merge conflict markers in ag-ui tests
  
  * fix: restructure ag-ui tests and fix Role/FinishReason to use string types
  
  * fix: streaming function invocation and middleware termination
  
  - Refactor streaming function invocation to use get_final_response() on inner streams
  - Fix MiddlewareTermination to accept result parameter for passing results
  - Fix _AutoHandoffMiddleware to use MiddlewareTermination instead of context.terminate
  - Fix AgentMiddlewareLayer.run() to properly forward function/chat middleware
  - Remove duplicate middleware registration in AgentMiddlewareLayer.__init__
  - Fix exception handling in _auto_invoke_function to properly capture termination
  - Fix mypy errors in core package
  - Update tests to use stream=True parameter for unified run API
  
  * fix all tests command
  
  * Refactor integration tests to use pytest fixtures
  
  - Merge testutils.py into conftest.py for azurefunctions integration tests
  - Merge dt_testutils.py into conftest.py for durabletask integration tests
  - Convert all integration tests to use fixtures instead of direct imports
    (fixes ModuleNotFoundError with --import-mode=importlib)
  - Add sample_helper fixture for azurefunctions tests
  - Add agent_client_factory and orchestration_helper fixtures for durabletask
  - Integration tests now skip with descriptive messages when services unavailable
  - Restructure devui tests into tests/devui/ with proper conftest.py
  - Add test organization guidelines to CODING_STANDARD.md
  - Remove __init__.py from test directories per pytest best practices
  
  * Fix pytest_collection_modifyitems to only skip integration tests
  
  The hook was skipping all tests in the test session, not just
  integration tests. Now it only skips items in the integration_tests
  directory.
  
  * Fix mem0 tests failing on Python 3.13
  
  Use patch.object on the imported module instead of @patch with string
  path to ensure the mock takes effect regardless of import timing.
  
  * fix mem0
  
  * another attempt for mem0
  
  * fix for mem0
  
  * fix mem0
  
  * Increase worker initialization wait time in durabletask tests
  
  Increase from 2 to 8 seconds to allow time for:
  - Python startup and module imports
  - Azure OpenAI client creation
  - Agent registration with DTS worker
  - Worker connection to DTS
  
  This helps prevent test failures in CI where the first tests may run
  before the worker is fully ready to process requests.
  
  * Fix streaming test to use ResponseStream with finalizer
  
  The _consume_stream method now expects a ResponseStream that can provide
  a final AgentResponse via get_final_response(). Update the test to use
  ResponseStream with AgentResponse.from_updates as the finalizer.
  
  * Fix MockToolCallingAgent to use new ResponseStream API and update samples
  
  * small updates to run_stream to run
  
  * fix sub workflow
  
  * temp fix for az func test
  
  ---------
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

  Eduard van Valkenburg · 2026-02-05 20:09:58 +00:00
  3dc59c83b5
• Python: [BREAKING] Types API Review improvements (#3647)

  * Replace Role and FinishReason classes with NewType + Literal
  
  - Remove EnumLike metaclass from _types.py
  - Replace Role class with NewType('Role', str) + RoleLiteral
  - Replace FinishReason class with NewType('FinishReason', str) + FinishReasonLiteral
  - Update all usages across codebase to use string literals
  - Remove .value access patterns (direct string comparison now works)
  - Add backward compatibility for legacy dict serialization format
  - Update tests to reflect new string-based types
  
  Addresses #3591, #3615
  
  * Simplify ChatResponse and AgentResponse type hints (#3592)
  
  - Remove overloads from ChatResponse.__init__
  - Remove text parameter from ChatResponse.__init__
  - Remove | dict[str, Any] from finish_reason and usage_details params
  - Remove **kwargs from AgentResponse.__init__
  - Both now accept ChatMessage | Sequence[ChatMessage] | None for messages
  - Update docstrings and examples to reflect changes
  - Fix tests that were using removed kwargs
  - Fix Role type hint usage in ag-ui utils
  
  * Remove text parameter from ChatResponseUpdate and AgentResponseUpdate (#3597)
  
  - Remove text parameter from ChatResponseUpdate.__init__
  - Remove text parameter from AgentResponseUpdate.__init__
  - Remove **kwargs from both update classes
  - Simplify contents parameter type to Sequence[Content] | None
  - Update all usages to use contents=[Content.from_text(...)] pattern
  - Fix imports in test files
  - Update docstrings and examples
  
  * Rename from_chat_response_updates to from_updates (#3593)
  
  - ChatResponse.from_chat_response_updates → ChatResponse.from_updates
  - ChatResponse.from_chat_response_generator → ChatResponse.from_update_generator
  - AgentResponse.from_agent_run_response_updates → AgentResponse.from_updates
  
  * Remove try_parse_value method from ChatResponse and AgentResponse (#3595)
  
  - Remove try_parse_value method from ChatResponse
  - Remove try_parse_value method from AgentResponse
  - Remove try_parse_value calls from from_updates and from_update_generator methods
  - Update samples to use try/except with response.value instead
  - Update tests to use response.value pattern
  - Users should now use response.value with try/except for safe parsing
  
  * Add agent_id to AgentResponse and clarify author_name documentation (#3596)
  
  - Add agent_id parameter to AgentResponse class
  - Document that author_name is on ChatMessage objects, not responses
  - Update ChatResponse docstring with author_name note
  - Update AgentResponse docstring with author_name note
  
  * Simplify ChatMessage.__init__ signature (#3618)
  
  - Make contents a positional argument accepting Sequence[Content | str]
  - Auto-convert strings in contents to TextContent
  - Remove overloads, keep text kwarg for backward compatibility with serialization
  - Update _parse_content_list to handle string items
  - Update all usages across codebase to use new format: ChatMessage("role", ["text"])
  
  * Allow Content as input on run and get_response
  
  - Update prepare_messages and normalize_messages to accept Content
  - Update type signatures in _agents.py and _clients.py
  - Add tests for Content input handling
  
  * Fix ChatMessage usage across packages and samples
  
  Update all remaining ChatMessage(role=..., text=...) to use new
  ChatMessage('role', ['text']) signature.
  
  * Fix Role string usage and response format parsing
  
  - Fix redis provider: remove .value access on string literals
  - Fix durabletask ensure_response_format: set _response_format before accessing .value
  
  * Fix ollama .value and ai_model_id issues, handle None in content list
  
  - Fix ollama _chat_client: remove .value on string literals
  - Fix ollama _chat_client: rename ai_model_id to model_id
  - Fix _parse_content_list: skip None values gracefully
  
  * Fix A2AAgent type signature to include Content
  
  * Fix Role/FinishReason NewType dict annotations and improve test coverage to 95%
  
  * Fix mypy errors for Role/FinishReason NewType usage
  
  * Fix Role.TOOL and Role.ASSISTANT usage in _orchestrator_helpers.py
  
  * Fix Role NewType usage in durabletask _models.py

  Eduard van Valkenburg · 2026-02-04 10:13:23 +00:00
  838a7fd61d
• Python: Disable mem0 telemetry by default (#3506)

  * disable mem0 telemetry by default
  
  * test fix
  
  * addressed comments

  Giles Odigwe · 2026-01-30 21:17:52 +00:00
  f3e0be9555
• Python: added generic types to ChatOptions and ChatResponse/AgentResponse for Response Format (#3305)

  * added generic types to ChatOptions and ChatResponse/AgentResponse for response format
  
  * fix typevar import
  
  * fix for older python versions
  
  * fix missing import
  
  * fixed imports
  
  * fixed mypy
  
  * mypy fix

  Eduard van Valkenburg · 2026-01-28 21:23:02 +00:00
  1226828ec2
• Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140)

  * WIP typeddict for options
  
  * updated all clients and ChatAgents
  
  * updated everything
  
  * added ADR
  
  * fix mypy
  
  * proper typevar imports
  
  * fixed import
  
  * fixed other imports
  
  * slight update in the sample
  
  * updated from feedback
  
  * fixes
  
  * fixed missing covariants and test fixes
  
  * fixed typing
  
  * updated anthropic thinking config
  
  * ruff fixes
  
  * fixed int tests
  
  * fix tests and mypy
  
  * updated integration tests
  
  * updated docstring and test fix
  
  * improved options handling in obser
  
  * mypy fix
  
  * updated a host of integration tests
  
  * fix tests
  
  * bedrock fix

  Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00
  3e97425245
• Python: Update Mem0Provider to use v2 search API filters parameter (#2766)

  * short fix to move id parameters to filters object
  
  * added tests
  
  * small fix
  
  * mem0 dependency update

  Giles Odigwe · 2025-12-16 18:23:37 +00:00
  54f482df73
• Python: Update _provider.py (#2548)

  * Update _provider.py
  
  * Update test_mem0_context_provider.py
  
  * Update test_mem0_context_provider.py
  
  Ruff linting fixes
  
  * Update test_mem0_context_provider.py
  
  ---------
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

  mdxw73 · 2025-12-03 19:54:05 +00:00
  3cfd34836f
• Python: updated docstrings (#1225)

  * updated docstrings
  
  * fix tests and mypy
  
  * hosted file search docstring update
  
  * updated versions

  Eduard van Valkenburg · 2025-10-06 16:04:39 +00:00
  714e7b50d4
• Python: [BREAKING] cleanup of thread API and serialization (#893)

  * cleanup of threads and serialization
  
  * fix for sliding window
  
  * fix redis test
  
  * updated from comments
  
  * updated context provider and threads
  
  * updated lock
  
  * add asyncio default
  
  * fix redis tests
  
  * fix tests
  
  * fix tests
  
  * renamed to invoking
  
  * fixed tests
  
  * fix for instructions

  Eduard van Valkenburg · 2025-09-29 16:22:34 +00:00
  10d10364a9
• Python: Add support for Mem0 Open Memory (#876)

  * Add support for Mem0 Open Memory
  
  * Linting fixes
  
  * Linting fixes
  
  * Add sample and documentation
  
  * Small fixes
  
  * Update sample code imports/class names for new package structure
  
  * Improved typing
  
  ---------
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

  amritpal-singh-98 · 2025-09-26 09:50:40 +00:00
  ef9c072eab
• Python: add RedisContextProvider (#716)

  * Setting up
  
  * Readme
  
  * Add redis tests path to all-tests
  
  * First pass integration
  
  * Keep provider convention
  
  * First pass integration
  
  * add redis integration tests
  
  * update README.md
  
  * Add basic sample for redis integration
  
  * Add partitioning, add partition-aware tests, improve sample script
  
  * Fix code quality check
  
  * Try to resolve pytest check
  
  * Try to identify if pytest is the cause of failed checks
  
  * Re-enable tests
  
  * Rename redis test file
  
  * Removing some tests to narrow down issue
  
  * Revert, no difference
  
  * Delete temp files
  
  * Starting refactor of RedisProvider
  
  * Build dynamic schema builder, still need to do dynamic embedding model config
  
  * Add scope control
  
  * Complete first pass functionality with OpenAI + HF vectors -> Tests, Samples, Demo to follow
  
  * Fix code quality
  
  * attempt to identify rootcause of failed test
  
  * attempt to identify rootcause of failed test
  
  * Attempt to resolve code quality fail
  
  * Update pyproject.toml for foundry to pin     azure-ai-projects == 1.1.0b3,azure-ai-agents == 1.2.0b3
  
  * Add tests for redisprovider
  
  * Remove invalid tests
  
  * Add API key handling for openai vectorizer
  
  * Update uv.locl
  
  * Use master uv.lock
  
  * Begin sample file, add lazy index creation, fix faulty override
  
  * Index drop and reinit depends on drop_redis_index not overwrite
  
  * Add samples, threading included, escaped queries, verify threading works, sample README.md
  
  * Refactor filters
  
  * Opinionated vars
  
  * Allow filter expression combination
  
  * Try inline stubs for mypy
  
  * Address mypy errors
  
  * Better docstrings, tweaks for feedback
  
  * Tweak example 3 in redis_threads.py sample
  
  * adjust confusing name
  
  * Enrich docstrings
  
  * Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy
  
  * Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy
  
  * Incorporate initial feedback from dmytrostruk
  
  * Fix uv.lock
  
  * Attempt to resolve conflict
  
  * Use remote .tomls
  
  * Sanity check
  
  * fix tests
  
  * Remove hardcoded API key from samples
  
  * Fix incorrect env var
  
  * Make add and redis_search private
  
  * Fix tests relying on private funcs
  
  * Expand tests
  
  * Explainer comments to each test
  
  * Add a 'get_conversation_history' function to RedisProvider - This just returns messages in sequential order. Added 'created_at_*' timestamps to facilitate sequential recovery. function has to be manually invoked by user
  
  * Add agent-framework-redis to  python/pyproject.toml
  
  * Remove get_conversation_history
  
  * improve redis context provider with pydantic techniques and safe index handling patterns
  
  * add RedisChatMessageStore
  
  * remove integration test :(
  
  * fix mypy error
  
  * Remove unused params
  
  * Redo schema validation to be order-invariant, handle attrs (previously throwing errors due to strict ==)
  
  * Expand explanation
  
  * Add ChatMessageStore example
  
  * Fix comments in redis_conversation.py
  
  * Resolving uv.lock conflict, update to match main
  
  * Fix test in redis provider
  
  * Apply suggestion from @ekzhu
  
  * Update python/packages/main/pyproject.toml
  
  ---------
  
  Co-authored-by: Tyler Hutcherson <tyler.hutcherson@redis.com>
  Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

  Han · 2025-09-23 00:36:27 +00:00
  ca810076e8
• Python: Added Copilot Studio Agent (#722)

  * Small fix in dotnet conformance tests
  
  * Added CopilotStudioAgent implementation
  
  * Added examples
  
  * Updated package README
  
  * Small fixes
  
  * Small improvements
  
  * Fixed dotnet tests
  
  * Add unit tests
  
  * Updated tests
  
  * Small updates
  
  * Small test fixes
  
  * Revert "Small test fixes"
  
  This reverts commit 983ac44a70.
  
  * Small fixes in documentation
  
  * Updated test configuration
  
  * Revert "Updated test configuration"
  
  This reverts commit 2a16fea815.
  
  * Small fix
  
  * Reverted TODO item
  
  * Small suppressions
  
  * More fixes
  
  * Small fixes
  
  * Fixed tests
  
  * Removed disallow_any_unimported rule in all packages
  
  * Fixes

  Dmytro Struk · 2025-09-15 23:21:07 +00:00
  e7cd03b32e
• Python: Context providers abstraction and Mem0 implementation (#631)

  * Added context provider abstractions
  
  * Added mem0 implementation
  
  * Example and small fixes
  
  * Added unit tests for agent
  
  * Added unit tests for mem0 provider
  
  * Updated README
  
  * Small doc updates
  
  * Update python/packages/mem0/agent_framework_mem0/_provider.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Small fixes in tests
  
  * Renaming based on PR feedback
  
  * Small fixes
  
  * Added tests for AggregateContextProvider
  
  * Small improvements
  
  * More improvements based on PR feedback
  
  * Small constant update
  
  * Added more examples
  
  * Added README for Mem0 examples
  
  * Small updates to API
  
  * Updated initialization logic
  
  * Updates for context manager
  
  * Updated Context class
  
  * Dependency update
  
  * Revert changes
  
  * Fixed tests
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

  Dmytro Struk · 2025-09-10 21:11:42 +00:00
  57d09afe04