The Agents SDK is designed to be highly flexible, allowing you to model a wide range of LLM workflows including deterministic flows, iterative loops, and more. See examples in examples/agent_patterns. Tracing. The Agents SDK automatically traces your agent runs, making it easy to track and debug the behavior of your agents.

Here are the main features of the SDK: Agent loop: Built-in agent loop that handles calling tools, sending results to the LLM, and looping until the LLM is done. Python-first: Use built-in language features to orchestrate and chain agents, rather than needing to learn new abstractions.

Nov 19, 2024 · The Agents SDK provides capabilities for modern agent development, bringing together the creation of conversational agents with conversation management, orchestration, connecting to numerous AI Services and clients, including agents created with third party software or …

Microsoft 365 Agents SDK provides an integrated environment that is purpose-built for agent development.

6 days ago · The Agents SDK is suitable for various real-world applications, including customer support automation, multi-step research, content generation, code review, and sales prospecting. For instance, Coinbase ⁠ (opens in a new window) used the Agents SDK to quickly prototype and deploy AgentKit, a toolkit enabling AI agents to interact seamlessly ...

Learn the basics of connecting multiple agents together that are created with different services, including Microsoft Copilot Studio. This sample demonstrates how to use search-based Messaging Extensions with the Copilot SDK.

The Microsoft 365 Agents SDK simplifies building full stack, multichannel, trusted agents for platforms including M365, Teams, Copilot Studio, and Webchat. We also offer integrations with 3rd parties such as Facebook Messenger, Slack, or Twilio.

Feb 14, 2025 · Organizations can create copilot agents that extend the behavior and functionality of Microsoft 365 Copilot using the embedded builder or Microsoft Copilot Studio, or create standalone agents. There are various routes to creating a standalone agent. One …

1 day ago · The OpenAI Agents SDK simplifies the creation of interactive AI agents with features like agent loops, tool integration, guardrails, streaming, and tracing for efficient and safe workflows.

Agents are the core building block in your apps. An agent is a large language model (LLM), configured with instructions and tools. The most common properties of an agent you'll configure are: instructions: also known as a developer message or system prompt. tools: Tools that the agent can use to achieve its tasks.