4 Commits

• Merge and move scripts (#4308)

  * .NET: Add Microsoft Fabric sample #3674 (#4230)
  
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference (#4207)
  
  * Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference
  
  Add embedding client implementations to existing provider packages:
  
  - OllamaEmbeddingClient: Text embeddings via Ollama's embed API
  - BedrockEmbeddingClient: Text embeddings via Amazon Titan on Bedrock
  - AzureAIInferenceEmbeddingClient: Text and image embeddings via Azure AI
    Inference, supporting Content | str input with separate model IDs for
    text (AZURE_AI_INFERENCE_EMBEDDING_MODEL_ID) and image
    (AZURE_AI_INFERENCE_IMAGE_EMBEDDING_MODEL_ID) endpoints
  
  Additional changes:
  - Rename EmbeddingCoT -> EmbeddingT, EmbeddingOptionsCoT -> EmbeddingOptionsT
  - Add otel_provider_name passthrough to all embedding clients
  - Register integration pytest marker in all packages
  - Add lazy-loading namespace exports for Ollama and Bedrock embeddings
  - Add image embedding sample using Cohere-embed-v3-english
  - Add azure-ai-inference dependency to azure-ai package
  
  Part of #1188
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix mypy duplicate name and ruff lint issues
  
  - Rename second 'vector' variable to 'img_vector' in image embedding loop
  - Combine nested with statements in tests
  - Remove unused result assignments in tests
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * updates from feedback
  
  * Fix CI failures in embedding usage handling
  
  - Fix Azure AI embedding mypy issues by normalizing vectors to list[float],
    safely accumulating optional usage token fields, and filtering None entries
    before constructing GeneratedEmbeddings
  - Avoid Bandit false positive by initializing usage details as an empty dict
  - Update OpenAI embedding tests to assert canonical usage keys
    (input_token_count/total_token_count)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * [Purview] Mark responses as responses and fix epoch bug for python long overflow (#4225)
  
  * .NET: Support InvokeMcpTool for declarative workflows (#4204)
  
  * Initial implementation of InvokeMcpTool in declarative workflow
  
  * Cleaned up sample implementation
  
  * Updated sample comments.
  
  * Added missing executor routing attribute
  
  * Fix PR comments.
  
  * Updated based on PR comments.
  
  * Updated based on PR comments.
  
  * Removed unnecessary using statement.
  
  * Update Python package versions to rc2 (#4258)
  
  - Bump core and azure-ai to 1.0.0rc2
  - Bump preview packages to 1.0.0b260225
  - Update dependencies to >=1.0.0rc2
  - Add CHANGELOG entries for changes since rc1
  - Update uv.lock
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * .NET: Fixing issue where OpenTelemetry span is never exported in .NET in-process workflow execution (#4196)
  
  * 1. Add reproduction test for issue #4155: workflow.run Activity never stopped in streaming OffThread path
  
  The WorkflowRunActivity_IsStopped_Streaming_OffThread test demonstrates that
  the workflow.run OpenTelemetry Activity created in StreamingRunEventStream.RunLoopAsync
  is started but never stopped when using the OffThread/Default streaming execution.
  The background run loop keeps running after event consumption completes, so the
  using Activity? declaration never disposes until explicit StopAsync() is called.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  2. Fix workflow.run Activity never stopped in streaming OffThread execution (#4155)
  
  The workflow.run OpenTelemetry Activity in StreamingRunEventStream.RunLoopAsync
  was scoped to the method lifetime via 'using'. Since the run loop only exits on
  cancellation, the Activity was never stopped/exported until explicit disposal.
  
  Fix: Remove 'using' and explicitly dispose the Activity when the workflow reaches
  Idle status (all supersteps complete). A safety-net disposal in the finally block
  handles cancellation and error paths.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add root-level workflow.session activity spanning run loop lifetime\n\nImplements two-level telemetry hierarchy per PR feedback from lokitoth:\n- workflow.session: spans the entire run loop / stream lifetime\n- workflow_invoke: per input-to-halt cycle, nested within the session\n\nThis ensures the session activity stays open across multiple turns,\nwhile individual run activities are created and disposed per cycle.\n\nAlso fixes linkedSource CancellationTokenSource disposal leak in\nStreamingRunEventStream (added using declaration)."
  
  * Address Copilot review: fix Activity/CTS disposal, rename activity, add error tag\n\n1. LockstepRunEventStream: Remove 'using' from Activity in async iterator\n   and manually dispose in finally block (fixes #4155 pattern). Also dispose\n   linkedSource CTS in finally to prevent leak.\n2. Tags.cs: Add ErrorMessage (\"error.message\") tag for runtime errors,\n   distinct from BuildErrorMessage (\"build.error.message\").\n3. ActivityNames: Rename WorkflowRun from \"workflow_invoke\" to \"workflow.run\"\n   for cross-language consistency.\n4. WorkflowTelemetryContext: Fix XML doc to say \"outer/parent span\" instead\n   of \"root-level span\".\n5. ObservabilityTests: Assert WorkflowSession absence when DisableWorkflowRun\n   is true.\n6. WorkflowRunActivityStopTests: Fix streaming test race by disposing\n   StreamingRun before asserting activities are stopped.\n7. StreamingRunEventStream/LockstepRunEventStream: Use Tags.ErrorMessage\n   instead of Tags.BuildErrorMessage for runtime error events."
  
  * Review fixes: revert workflow_invoke rename, use 'using' for linkedSource, move SessionStarted earlier\n\n- Revert ActivityNames.WorkflowRun back to \"workflow_invoke\" (OTEL semantic convention contract)\n- Use 'using' declaration for linkedSource CTS in LockstepRunEventStream (no timing sensitivity)\n- Move SessionStarted event before WaitForInputAsync in StreamingRunEventStream to match Lockstep behavior"
  
  * Improve naming and comments in WorkflowRunActivityStopTests"
  
  * Prevent session Activity.Current leak in lockstep mode, add nesting test
  
  Save and restore Activity.Current in LockstepRunEventStream.Start() so the
  session activity doesn't leak into caller code via AsyncLocal. Re-establish
  Activity.Current = sessionActivity before creating the run activity in
  TakeEventStreamAsync to preserve parent-child nesting.
  
  Add test verifying app activities after RunAsync are not parented under the
  session, and that the workflow_invoke activity nests under the session."
  
  * Fix stale XML doc: WorkflowRun -> WorkflowInvoke in ObservabilityTests
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Python / .NET Samples - Restructure and Improve Samples (Feature Branc… (#4092)
  
  * Python: .NET Samples - Restructure and Improve Samples (Feature Branch) (#4091)
  
  * Moved by agent (#4094)
  
  * Fix readme links
  
  * .NET Samples - Create `04-hosting` learning path step (#4098)
  
  * Agent move
  
  * Agent reorderd
  
  * Remove A2A section from README 
  
  Removed A2A section from the Getting Started README.
  
  * Agent fixed links
  
  * Fix broken sample links in durable-agents README (#4101)
  
  * Initial plan
  
  * Fix broken internal links in documentation
  
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * Revert template link changes; keep only durable-agents README fix
  
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * .NET Samples - Create `03-workflows` learning path step (#4102)
  
  * Fix solution project path
  
  * Python: Fix broken markdown links to repo resources (outside /docs) (#4105)
  
  * Initial plan
  
  * Fix broken markdown links to repo resources
  
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * Update README to rename .NET Workflows Samples section
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * .NET Samples - Create `02-agents` learning path step (#4107)
  
  * .NET: Fix broken relative link in GroupChatToolApproval README (#4108)
  
  * Initial plan
  
  * Fix broken link in GroupChatToolApproval README
  
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * Update labeler configuration for workflow samples
  
  * .NET - Reorder Agents samples to start from Step01 instead of Step04 (#4110)
  
  * Fix solution
  
  * Resolve new sample paths
  
  * Move new AgentSkills and AgentWithMemory_Step04 samples
  
  * Fix link
  
  * Fix readme path
  
  * fix: update stale dotnet/samples/Durable path reference in AGENTS.md
  
  Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
  
  * Moved new sample
  
  * Update solution
  
  * Resolve merge (new sample)
  
  * Sync to new sample - FoundryAgents_Step21_BingCustomSearch
  
  * Updated README
  
  * .NET Samples - Configuration Naming Update (#4149)
  
  * .NET: Restore AzureFunctions index parity with ConsoleApps under DurableAgents samples (#4221)
  
  * Clean-up `05_host_your_agent`
  
  * Config setting consistency
  
  * Refine samples
  
  * AGENTS.md
  
  * Move new samples
  
  * Re-order samples
  
  * Move new project and fixup solution
  
  * Fixup model config
  
  * Fix up new UT project
  
  ---------
  
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  
  * Python: Fix Bedrock embedding test stub missing meta attribute (#4287)
  
  * Fix Bedrock embedding test stub missing meta attribute
  
  * Increase test coverage so gate passes
  
  * Python: (ag-ui): fix approval payloads being re-processed on subsequent conversation turns (#4232)
  
  * Fix ag-ui tool call issue
  
  * Safe json fix
  
  * Python: Update workflow orchestration samples to use AzureOpenAIResponsesClient (#4285)
  
  * Update workflow orchestration samples to use AzureOpenAIResponsesClient
  
  * Fix broken link
  
  * Move scripts to scripts folder
  
  ---------
  
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  Co-authored-by: Rishabh Chawla <rishabhchawla1995@gmail.com>
  Co-authored-by: Peter Ibekwe <109177538+peibekwe@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

  westey · 2026-02-26 10:49:07 +00:00
  8b191de936
• Python: Add load_dotenv() to samples for .env file support (#4043)

  * Initial plan
  
  * Add load_dotenv() to 303 Python samples for environment variable loading
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Update SAMPLE_GUIDELINES.md to document load_dotenv() requirement
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Update samples README.md to document .env file usage
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Run ruff format on all changed sample files
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Clarify load_dotenv() usage in README - local dev vs production
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Remove deprecated getting_started folder as requested
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Document env_file_path parameter for per-client configuration
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Merge main branch to resolve conflicts
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Fix run_evaluation.py file that was empty in merge commit
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Remove dotnet changes from merge - out of scope for this PR
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Remove package and test changes from merge - only sample changes needed
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Remove test_func_utils.py - only sample changes needed
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Revert sample files not in original changeset - keep only load_dotenv additions
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Move load_dotenv() outside snippet tag in 06_host_your_agent.py
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Fix comment placement - move load_dotenv before code comments
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Fix load_dotenv() placement across all samples - after docstring, before code comments
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Merge latest main branch with load_dotenv changes
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Remove non-sample changes from merge - keep only load_dotenv additions
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Revert non-load_dotenv sample changes from merge
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Fix run_evaluation.py - use main's improved version (file already had load_dotenv)
  
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  
  * Manual update
  
  * Manual update 2
  
  * Fix Role usage and load_dotenv placement per PR review feedback
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix Role usage - use string literals not enum attributes
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix SAMPLE_GUIDELINES.md example - load_dotenv before docstring per guidance
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Move load_dotenv() before docstrings in all samples per SAMPLE_GUIDELINES ordering
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address PR review: rename files, fix placement, add session usage, remove note
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Update Redis README to reference renamed file redis_history_provider.py
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  Co-authored-by: Tao Chen <taochen@microsoft.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

  Copilot · 2026-02-19 10:55:13 +00:00
  b05fc9e849
• 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: restructure: Python samples into progressive 01-05 layout (#3862)

  * restructure: Python samples into progressive 01-05 layout
  
  - 01-get-started/: 6 numbered steps (hello agent → hosting)
  - 02-agents/: all agent concept samples (tools, middleware, providers, etc.)
  - 03-workflows/: ALL existing workflow samples preserved as-is
  - 04-hosting/: azure-functions, durabletask, a2a
  - 05-end-to-end/: demos, evaluation, hosted agents
  - Old files moved to _to_delete/ for review
  - Added AGENTS.md with structure documentation
  - autogen-migration/ and semantic-kernel-migration/ preserved at root
  
  * fix: switch to AzureOpenAI Foundry, fix CI failures
  
  - Switch all 01-get-started samples to AzureOpenAIResponsesClient with
    Azure AI Foundry project endpoint (AZURE_AI_PROJECT_ENDPOINT +
    AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME + AzureCliCredential)
  - Add _to_delete/ and 05-end-to-end/ to pyrightconfig.samples.json excludes
  - Fix test paths in packages/ that referenced old getting_started/ dirs:
    durabletask conftest + streaming test, azurefunctions conftest,
    devui conftest + capture_messages + openai_sdk_integration
  - Fix workflow_as_agent_human_in_the_loop.py import (sibling import)
  - Update hosting READMEs and tool comment paths
  - Replace root README.md with new structure overview
  - Update AGENTS.md to document Azure OpenAI Foundry as default provider
  
  * cleanup: remove _to_delete folder, copy resource files to active dirs
  
  All files in _to_delete/ were either:
  - Exact duplicates of files in the new structure (240 files)
  - Same file with only comment path updates (100 files)
  - One import-fix diff (workflow_as_agent_human_in_the_loop.py)
  - One superseded minimal_sample.py
  
  Resource files (sample.pdf, countries.json, employees.pdf, weather.json)
  copied to 02-agents/sample_assets/ and 02-agents/resources/ since active
  samples reference them.
  
  * fix: address PR review comments, centralize resources, remove root duplicates
  
  - Fix type annotation in 04_memory.py (string union -> proper types)
  - Fix old sample paths in observability files
  - Fix grammar/spelling in observability samples
  - Move sample_assets/ and resources/ to shared/ folder
  - Remove 8 duplicate observability files from 02-agents root
  - Update resource path references in multimodal_input and provider samples
  
  * fix: update broken links from old getting_started paths to new structure
  
  - Update relative paths in READMEs: getting_started/ → 01-get-started/,
    02-agents/, 03-workflows/, 04-hosting/, 05-end-to-end/
  - Fix absolute GitHub URLs in package READMEs
  - Fix broken link in ollama package README
  
  * fix: convert absolute GitHub URLs to relative paths for link checker
  
  Absolute URLs to python/samples/ on main branch 404 until PR merges.
  Converted to relative paths that linkspector can verify locally.
  
  * fix: update link for handoff sample moved to orchestrations/
  
  * fix: update chatkit-integration README path from demos/ to 05-end-to-end/
  
  * fix: update broken links in orchestrations README to match flat directory structure

  Eduard van Valkenburg · 2026-02-12 17:36:36 +00:00
  a2856d3b92