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* Add sections for vector store integration * Fix links * Fix broken links * Fix titles * Apply suggestion from @SergeyMenshykh Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com> --------- Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
* Update AG-UI code samples to current Python and .NET SDK APIs Source issue: microsoft/agent-framework#5178 * Address review feedback for #969: review comment fixes * Address review feedback for #969: review comment fixes --------- Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
Merge main to live
* Add skeleton and llm fundamentals * Add from llm to agent * Add adding-tools * Add adding skills * Add adding middleware * Add context providers * Add agents as tools * Add A2A * Add workflows * Fixes * Fixes 2 * Move down * Minor fix * Comments 1 * Comments 2
… safety, and Python parity (#940) Source issue: microsoft/agent-framework#4894 Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
Merge main to live
…-docs Python: Add Cosmos DB checkpoint docs
…stricted deserialization (#973) Source issue: microsoft/agent-framework#5200 Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
Merge main to live
…tories/ResourceDirectories Sync documentation with agent-framework PR #5205 which standardizes file skills terminology from 'folder' to 'directory' for consistency with the agentskills.io specification and .NET conventions. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Sync sills documentation with latest changes
merge main to live
* Add evaluation documentation for Agent Framework Document the agent evaluation feature covering local evaluators, Azure AI Foundry evaluators, conversation split strategies, workflow evaluation, and mixed evaluator patterns for both C# and Python. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update agent-framework/agents/evaluation.md Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> * Update agent-framework/agents/evaluation.md Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com> --------- Co-authored-by: alliscode <bentho@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
* Fix Python structured output docs: use options dict for response_format
The Python code samples incorrectly showed response_format as a direct
parameter to agent.run(). The correct API requires passing it via the
options dict: options={"response_format": ...}. Updated all affected
code samples and prose in the structured output guide.
Fixes microsoft/agent-framework#5332
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
* Address review feedback for #980: review comment fixes
* Fix redirect_document_id conflict and update markwallace author references
- Set redirect_document_id to false for tutorials/agents/structured-output.md
to resolve redirection-url-conflict warning (only one redirect per URL can
have redirect_document_id: true)
- Update author to moonbox3 and ms.author to evmattso in running-agents.md,
hosted-mcp-tools.md, local-mcp-tools.md, and overview/index.md
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---------
Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Add evaluation documentation for Agent Framework (#978)
added hyperlight docs (#983)
Docs: Add Foundry Toolbox docs
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…rning Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Add A2A agent provider and A2A hosting documentation
Update the SubprocessScriptRunner simplified equivalent code block and description text to reflect the new API: - Runner signature now takes JsonElement? + IServiceProvider? instead of IDictionary<string, object?> - File-based scripts now expect a JSON array of strings as positional CLI arguments instead of key-value flags - Use AgentFileSkill/AgentFileSkillScript types in the sample Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Update skills docs for agent-framework PR #5475: JsonElement script args
Source issue: microsoft/agent-framework#5401 Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
* Docs: update functional docs Source issue: microsoft/agent-framework#5471 * Address review feedback for #987: review comment fixes * Address review feedback for #987: review comment fixes * Remove unnecessary backslash escapes before pipe in table cells Remove \| escape sequences from markdown table type columns (e.g. `str \| None` → `str | None`). The backslashes are not needed inside backtick spans within markdown tables. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * docs(functional): address review comments on functional workflow page - Fix .text description: 'no outputs' → 'no string outputs' (comment 1) - Add direct-call comparison in Running a workflow example (comment 2) - Replace ctx.add_event() inline code with reference link to events docs (comment 3) - Replace ctx.get_state()/set_state() inline code with reference link to state docs (comment 4) - Replace per-file sample table with folder-level links to avoid sync issues (comment 5) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #987: review comment fixes --------- Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Merge main -> live
Docs: group workflow TOC by Functional and Graph-based APIs
Merge pull request #996 from moonbox3/improve-functional-workflow-docs
udpated filters page
* Add hosted agent doc * Remove locale
* Merge pull request #998 from MicrosoftDocs/sk_filters udpated filters page * Hosted agent doc (#994) * Add hosted agent doc * Remove locale --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
Source issue: microsoft/agent-framework#5345 Co-authored-by: MAF Dashboard Bot <maf-dashboard-bot@users.noreply.github.com>
Docs: update anthropic provider docs
* Add context mode to docs * Consolidate orchestration output types * Add intermediate outputs * Add handoff
Merge main -> live
…005) * Updated sections to add InvokeMcpTool for python and httpRequest action for dotnet and python
Merge main -> live
ms.topic= conceptual Replace with ms.topic = article Co-authored-by: Docs Allowlist Management <docs-allowlist-mgmt@microsoft.com>
Update all Python zone pivots in the skills documentation to reflect the current agent-framework Python API. Changes include: - File-based skills: SkillsProvider.from_paths(), resource/script directory customization, script runner protocol - Code-defined skills: InlineSkill, SkillFrontmatter, InlineSkillResource, @skill.resource and @skill.script decorators - Class-based skills: ClassSkill subclass with @ClassSkill.resource and @ClassSkill.script decorators - Source composition: AggregatingSkillsSource, FilteringSkillsSource, DeduplicatingSkillsSource, InMemorySkillsSource - Script approval: complete example with session handling - Custom system prompt: instruction_template with all three placeholders - Caching behavior: disable_caching parameter - Dependency injection: **kwargs pattern for runtime arguments Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Add runtime construction and closure scenarios to code-defined skills (both C# and Python zones) - Add NuGet/PyPI distribution scenario to class-based skills - Fix custom system prompt note to list all three required placeholders - Remove standalone caching code snippet with undefined variable - Replace em dashes with short dashes for consistency Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…ills-docs Update Python documentation for agent skills
Update the Python zone pivot in integrations/a2a.md to reflect breaking changes from a2a-sdk v0.3 to v1.0 (microsoft/agent-framework#5752 and microsoft/agent-framework#5849): - Replace A2AStarletteApplication with Starlette + route helpers - Add agent_card parameter to DefaultRequestHandler - Replace AgentCard.url with supported_interfaces/AgentInterface - Fix camelCase to snake_case (defaultInputModes -> default_input_modes) - Add rpc_url parameter to create_jsonrpc_routes - Fix resubscribe -> subscribe terminology - Update A2AExecutor description (remove stale save_thread/get_thread) - Add language parity table - Update ms.date Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- agents/providers/agent-to-agent.md: Replace 'coming soon' placeholder with full Python A2A Agent docs (initialization, streaming, long-running tasks, context_id, authentication, timeout configuration) - migration-guide/agent-to-agent-sdk-v1.md: Add Python zone with server setup migration (A2AStarletteApplication to Starlette + routes), AgentCard changes, full before/after example, and removed/renamed APIs table Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Update Python A2A docs for a2a-sdk v1.0 migration
* Docs: document Hyperlight CodeAct for .NET The Microsoft.Agents.AI.Hyperlight package merged in agent-framework PR #5329, adding HyperlightCodeActProvider and HyperlightExecuteCodeFunction plus three samples under dotnet/samples/02-agents/AgentWithCodeAct/. - integrations/hyperlight.md: replace the C# 'Coming soon' tab with full coverage (install, provider, approvals, manual wiring, file/network config, output guidance, limitations). Snippets are inlined from the shipped .NET samples. Notes the preview status and the unpublished Hyperlight.HyperlightSandbox.Api dependency, single-provider-per-agent constraint, KVM/WHP requirement, and HYPERLIGHT_PYTHON_GUEST_PATH. - agents/code_act.md: replace the C# 'Get started' placeholder with a pointer to the .NET Hyperlight surface; drop 'still coming soon' from limitations. - AGENTS.md: update the page->sample mapping to reference the new AgentWithCodeAct/ .NET samples folder. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Docs: inline Python snippets and refresh stale Hyperlight references The Python Hyperlight samples were moved/deleted in agent-framework PR #5603: - python/packages/hyperlight/samples/codeact_context_provider.py was renamed to python/samples/02-agents/context_providers/code_act/code_act.py - python/packages/hyperlight/samples/codeact_benchmark.py was deleted Both ::: code references in integrations/hyperlight.md pointed at the now-missing original paths and would no longer resolve. Changes: - Inline the provider sample (was ::: code reference). Use modern agent_framework.hyperlight import path (lazy loader) instead of the agent_framework_hyperlight direct package path. Same for the HyperlightExecuteCodeTool and file/network configuration snippets. - Replace the broken benchmark ::: code reference with a small inline illustration of the wiring difference between direct tool calling and Hyperlight-backed CodeAct, since the benchmark sample no longer exists. - Refresh related-content links: drop the dead benchmark link, point the Python provider sample link to its new location. - agents/code_act.md: drop the dead benchmark link from related content and the body prose; point readers to the integrations page instead. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Merge main into live
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