Commit Graph

10 Commits

  • Python: Add Hyperlight CodeAct package and docs (#5185)
    * initial work on code_mode
    
    * updated samples
    
    * updates to codeact
    
    * udpated codeact
    
    * Draft CodeAct ADR and sample updates
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * initial implementation and adr and feature
    
    * Python: Limit Hyperlight wasm backend to Python <3.14
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Fix CI for Hyperlight CodeAct PR
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Run Hyperlight integration when available
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Address Hyperlight review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Simplify Hyperlight file mount inputs
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Accept Path host paths in Hyperlight mounts
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Fix Hyperlight mount typing for CI
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * temp run integration test
    
    * Python: Strengthen Hyperlight real sandbox tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * added additional tests
    
    * Python: Simplify Hyperlight CodeAct API
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * set tests as non-integration
    
    * Retry Hyperlight allowed-domain registration
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Gate Hyperlight integration tests by runtime support
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Hyperlight skip test on Python 3.14
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Delay Hyperlight runtime probe until test execution
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Relax Hyperlight Windows integration stdout assertion
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Scan Hyperlight output directory for artifacts
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Retry Hyperlight output artifact collection
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Harden Hyperlight integration output assertions
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Retry Hyperlight read-back check in integration test
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Simplify Hyperlight integration write assertion
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Avoid pathlib in Hyperlight integration sandbox
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Use socket network check in Hyperlight sandbox
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Replace blocked Azure AI Search blog link
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Clarify Hyperlight guest stdlib limits
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Use _socket in Hyperlight integration sandbox
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Handle Hyperlight mounted file paths
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Broaden Hyperlight sandbox path fallbacks
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Search Hyperlight guest mounts recursively
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Split Hyperlight mount coverage
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Split Hyperlight live network tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Hyperlight file-write test on Windows
    
    Enable the sandbox filesystem by providing a workspace_root so
    /output is mounted. Remove os.path.exists assertion (unsupported
    in WASM guest) and fix Content data assertion to use .uri.
    Skip the network integration test on Windows where the WASM
    sandbox lacks the encodings.idna codec.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address PR review: ADR intro, manual wiring sample, doc clarifications
    
    - Add CodeAct introduction section to ADR for unfamiliar readers
    - Clarify 'less runtime efficient' con with specific overhead description
    - Add note in Python impl doc clarifying ADR vs impl doc split
    - Explain why before_run hooks must be per-run (CRUD, concurrency, approval)
    - Rename code_interpreter variable to codeact in E2E sample
    - Add manual static wiring sample (codeact_manual_wiring.py)
    - Add 'when to use which pattern' guidance to samples README
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address PR #5185 review comments and add .NET CodeAct design doc
    
    - Fix async callback: _make_sandbox_callback returns sync wrapper with
      thread + asyncio.run() bridge (was broken with real Wasm FFI)
    - Fix stale output: clear output_dir before each sandbox.run() call
    - Fix blocking event loop: _run_code now async with asyncio.to_thread()
    - Revert _agents.py options['tools'] injection (unnecessary; provider
      uses context.extend_tools())
    - Revert SessionContext.options docstring back to read-only
    - Add real-sandbox test fixtures (shared/restored/fresh)
    - Add 8 new real-sandbox tests for callback round-trip, stale output,
      event loop non-blocking, basic execution, stdout/stderr, errors,
      snapshot/restore, and tool registration
    - Add comprehensive .NET HyperlightCodeActProvider design document
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Update hyperlight README with code snippets and remove Public API section
    
    Replace bare export list with Quick Start code examples covering the
    context provider, standalone tool, manual static wiring, and file
    mounts / network access patterns.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: [BREAKING] Standardize model selection on model (#4999)
    * Refactor Anthropic model option and provider clients
    
    Rename the Anthropic client model option from model_id to model, add provider-specific Anthropic wrappers for Foundry, Bedrock, and Vertex, and expose them through the Anthropic, Foundry, Amazon, and Google namespaces. Update core option handling, docs, samples, and tests accordingly.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Anthropic skills sample typing
    
    Cast the Anthropic beta client to Any in the skills sample so the pre-commit sample pyright check no longer fails on beta skills and files endpoints that are not exposed by the current SDK stubs.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * undo sample mypy
    
    * Retry CI after transient external failures
    
    Retrigger PR validation after an unrelated Copilot review workflow SAML failure and a transient external tau2 git fetch failure in the Windows Python test setup.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address review feedback on model option merging
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address Anthropic compatibility review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * moved all to `model`
    
    * fixes for azure ai search
    
    * Python: standardize remaining sample env var names
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix foundry-local pyright compatibility
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated env vars in cicd
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces (#4990)
    * [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces
    
    Also clean up follow-on docs, environment guidance, package metadata, and lab test stability.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix deleted semantic-kernel sample links
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address PR review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * improve foundry language
    
    * Fix A2A Foundry sample regression
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • [BREAKING] Python: fix OpenAI Azure routing and provider samples (#4925)
    * Python: fix OpenAI Azure routing and provider samples
    
    Prefer OpenAI when OPENAI_API_KEY is present unless Azure is explicitly requested. Clarify constructor docs, keep deprecated Azure wrappers compatible with stricter settings validation, and refresh the provider samples and tests to use the current client patterns.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix bandit
    
    * Python: align OpenAI embedding Azure routing
    
    Extend the shared OpenAI-vs-Azure routing and credential behavior to the embedding client, add Azure embedding regression coverage, and refresh the embedding samples to use the generic client path.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix embedding client pyright check
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: thin OpenAI embedding wrapper
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: document embedding overload routing
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix callable OpenAI key routing
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix Azure credential routing tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: address OpenAI review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: narrow Azure routing markers
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: refine OpenAI model fallback order
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: narrow Azure deployment docs
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: remove embedding routing wording
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: run embedding Azure integration tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * changed variable name
    
    * Python: expand OpenAI package README
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * clarified readme
    
    * Python: fix Azure OpenAI integration setup
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: correct Azure integration env mapping
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated code to fix int tests
    
    * test updates
    
    * test fix
    
    * fix test setup
    
    * updates to tests and setup
    
    * remove openai assistants int tests
    
    * improvements in int tests
    
    * fix env var
    
    * fix env vars
    
    * fix azure responses test
    
    * trigger actions
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: [BREAKING] Python: Provider-leading client design & OpenAI package extraction (#4818)
    * Python: Provider-leading client design & OpenAI package extraction
    
    Major refactoring of the Python Agent Framework client architecture:
    
    - Extract OpenAI clients into new `agent-framework-openai` package
    - Core package no longer depends on openai, azure-identity, azure-ai-projects
    - Rename clients for discoverability: OpenAIResponsesClient → OpenAIChatClient,
      OpenAIChatClient → OpenAIChatCompletionClient
    - Unify `model_id`/`deployment_name`/`model_deployment_name` → `model` param
    - New FoundryChatClient for Azure AI Foundry Responses API
    - New FoundryAgent/FoundryAgentClient for connecting to pre-configured Foundry agents
    - Remove OpenAIBase/OpenAIConfigMixin from non-deprecated client MRO
    - Deprecate AzureOpenAI* clients, AzureAIClient, OpenAIAssistantsClient
    - Reorganize samples: azure_openai+azure_ai+azure_ai_agent → azure/
    - ADR-0020: Provider-Leading Client Design
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: missing Agent imports in samples, .model_id → .model in foundry_local sample
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: CI failures — mypy errors, coverage targets, sample imports
    
    - azure-ai mypy: add type ignores for TypedDict total=, model arg, forward ref
    - Coverage: replace core.azure/openai targets with openai package target
    - project_provider: add type annotation for opts dict
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: populate openai .pyi stub, fix broken README links, coverage targets
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fixes
    
    * updated observabilitty
    
    * reset azure init.pyi
    
    * fix errors
    
    * updated adr number
    
    * fix foundry local
    
    * fixed not renamed docstrings and comments, and added deprecated markers to old classes
    
    * fix tests and pyprojects
    
    * fix test vars
    
    * updated function tests
    
    * update durable
    
    * updated test setup for functions
    
    * Fix Foundry auth in workflow samples
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Stabilize Python integration workflows
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Update hosting samples for Foundry
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Trigger full CI rerun
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Trigger CI rerun again
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * trigger rerun
    
    * trigger rerun
    
    * fix for litellm
    
    * undo durabletask changes
    
    * Move Foundry APIs into foundry namespace
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Foundry pyproject formatting
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Split provider samples by Foundry surface
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Restore hosting sample requirements
    
    Also fix the Foundry Local sample link after the provider sample move.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated tests
    
    * udpated foundry integration tests
    
    * removed dist from azurefunctions tests
    
    * Use separate Foundry clients for concurrent agents
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix client setup in azfunc and durable
    
    * disabled two tests
    
    * updated setup for some function and durable tests
    
    * improved azure openai setup with new clients
    
    * ignore deprecated
    
    * fixes
    
    * skip 11
    
    * remove openai assistants int tests
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Azure AI Search provider improvements - EmbeddingGenerator, async context manager, KB message handling (#4212)
    * small updates and improvements in the azure AISearch provider
    
    * Fix mypy errors and embedding function test
    
    - Use separate variable for embeddings result to avoid mypy type reassignment error
    - Fix test_vectorized_query_with_embedding_function: use real async function
      instead of AsyncMock which falsely matches SupportsGetEmbeddings protocol
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fixes from feedback
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Fix tool normalization and provider sample consolidation (#3953)
    * Fix tool normalization and provider samples
    
    - restore callable/single-tool normalization paths and unset tool-choice behavior\n- consolidate and expand chat/provider samples (OpenAI/Azure/Anthropic/Ollama/Bedrock)\n- migrate Bedrock lazy import surface to agent_framework.amazon and move provider samples
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * small fix in sample
    
    * Finalize provider, samples, and core cleanup
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix CopilotTool passthrough in agent
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix link
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • 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
  • 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