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Jacob Alber
d7c39d72cc
* feat: Implement Checkpointing API * refactor: Normalzie Namespaces and break out multi-class files * feat: Support checkpointing in AIAgentHostExecutor * test: Representation tests * feat: Add Step-level Tracing and WorkflowEvents * feat: Add Checkpointing Sample and Smoke Test * Fixes an issue where StateManager was not properly clearing the incoming queued updates. * Fixes order of checkpointing and in-step event publication * Adds import of RunContext state on LoadCheckpoint * Add re-firing of events for unserviced ExternalRequests on Checkpoint load * docs: Add documentation to publics * Also adds documentation to ICheckpointManager which may go public * refactor: Fix Union Aggregators and add Tests * fix: Fix issues raised in PR comments and remove dead code
d7c39d72cc
·
2025-08-25 23:04:38 +00:00
207 Commits
Microsoft Agent Framework
Highlights
- Flexible Agent Framework: build, orchestrate, and deploy AI agents and workflows
- Multi-Agent Orchestration: group chat, sequential, concurrent, and handoff patterns
- Graph-based Workflows: connect agents and deterministic functions using data flows with streaming, checkpointing, time-travel, and Human-in-the-loop.
- Plugin Ecosystem: extend with native functions, OpenAPI, Model Context Protocol (MCP), and more
- LLM Support: OpenAI, Azure OpenAI, Azure AI Foundry, and more
- Runtime Support: in-process and distributed agent execution
- Multimodal: text, vision, and function calling
- Cross-Platform: .NET and Python implementations
Below are the basics for each language implementation. For more details on python see here and for .NET see here.
More Examples & Samples
Python
- Getting Started with Agents: basic agent creation and tool usage
- Chat Client Examples: direct chat client usage patterns
- Azure Integration: Azure OpenAI and AI Foundry integration
- Getting Started with Workflows: basic workflow creation and integration with agents
.Net
- Getting Started with Agents: basic agent creation and tool usage
- Agent Provider Samples: samples showing different agent providers
- Orchestration Samples: advanced multi-agent patterns
- Getting Started with Workflows: (Coming soon) basic workflow creation and integration with agents
Agent Framework Documentation
- Agent Framework Repository
- Design Documents
- Architectural Decision Records
- Learn docs are coming soon.