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* Notes * Readme typo * Update readme * Checkpoint * Namespace fix * Fix ID and namespace * Checkpoint * Verified * Comments * Isolate "Kit" * Address note: static * Checkpoint * Checkpoint "Executor<>" * Prefix and internal executors * Test passing * Cleanup * Rename "session" concept * Revert workflow debug * Fix template base / pragma * Tune system scope * Update dotnet/src/Microsoft.Agents.Workflows.Declarative/CodeGen/ResetVariableTemplate.tt Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix empty template * Add validation for codegen ut * Fix test * Codegen baselines * Constant * Prep * Mark TODO * Fix * Namespace * One more * Update baselines * Checkpoint * Checkpoint * Checkpoint * fme * Checkpoint * Another step * Fixed up * Roslyn * Fix * More cleaning * Async * Fix * Enum checkpoint * Refine enum * Checkpoint * Sync templates * Checkpoint * Streamline * Pre-merge analyzer updates * Foreach * Placeholders * Checkpoint * Clean-up * Sample path resolution * Checkpoint * Checkpoint - Workflow Code Building * Validation * Test cleanup * Update test basline * Update test baseline * Fix DefaultTemplate usage * Validation checkpoint * Fix break/continue edges * Verify generated code builds * Fix merge * Fix build validation * Update template handling of literal string values. * Test for metadata case * Update baselines * Fix merge * Checkpoint * Checkpoint: Conditions * Invoke Agent Checkpoint * Namespace * Address code-analysis issues * Cross platform test support * Invoke agent checkpoint * Clean sample * Checkpoint: Agent Invoke Input Messages * Checkpoint - Passing * Checkpoint * Regenerate all template + port conversation fix * Checkpoint: Tests good * Fix test for unbuntu * Fix build command * Checkpoint - E2E * Test fix * Update integration tests * Fix merge * Update * Checkpoint !!! * Baby steps * Checkpoint * Checkpoint E2E !!! * So close... * Integrate test validation * Fix merge * Rebase tests * Namespace * Namespace * Test cleanup * Sample comment cleanup * Checkpoint: List conversion * Include these * CheckPoint: ParseValue * Namespace * Fix sampel * More namspace * Comments * Test updates * Test fix * Better build * Shared code * Sort solution * Fix build * Prune solution * One more * Conversion matrix * Final table conversion --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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473 Commits
Welcome to Microsoft Agent Framework!
Welcome to Microsoft's comprehensive multi-language framework for building, orchestrating, and deploying AI agents with support for both .NET and Python implementations. This framework provides everything from simple chat agents to complex multi-agent workflows with graph-based orchestration.
📋 Getting Started
Quick Installation:
- Python:
pip install agent-framework - .NET:
dotnet add package Microsoft.Agents.AI
Getting started documentation:
- Quick Start Guide - Simple getting started instructions
- Tutorials - Step by step tutorials
✨ Highlights
- Graph-based Workflows: Connect agents and deterministic functions using data flows with streaming, checkpointing, human-in-the-loop, and time-travel capabilities
- AF Labs: Experimental packages for cutting-edge features including benchmarking, reinforcement learning, and research initiatives
- DevUI: Interactive developer UI for agent development, testing, and debugging workflows
- Python and C#/.NET Support: Full framework support for both Python and C#/.NET implementations with consistent APIs
- Observability: Built-in OpenTelemetry integration for distributed tracing, monitoring, and debugging
- Multiple Agent Provider Support: Support for various LLM providers with more being added continuously
- Middleware: Flexible middleware system for request/response processing, exception handling, and custom pipelines
💬 We want your feedback!
- For bugs, please file a GitHub issue.
More Examples & Samples
Python
- Getting Started with Agents: basic agent creation and tool usage
- Chat Client Examples: direct chat client usage patterns
- 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
- Workflow Samples: advanced multi-agent patterns and workflow orchestration