Agents SDK

* [Using tools](https://developers.openai.com/api/docs/guides/tools). * [Overview](https://developers.openai.com/api/docs/guides/agents). * [Quickstart](https://developers.openai.com/api/docs/gu…

* [Using tools](https://developers.openai.com/api/docs/guides/tools). * [Overview](https://developers.openai.com/api/docs/guides/agents). * [Quickstart](https://developers.openai.com/api/docs/guides/agents/quickstart). * [Models and providers](https://developers.openai.com/api/docs/guides/agents/models). * [Orchestration](https://developers.openai.com/api/docs/guides/agents/orchestration). * [Guardrails](https://developers.openai.com/api/docs/guides/agents/guardrails-approvals). * [Results and state](https://developers.openai.com/api/docs/guides/agents/results). * [Evaluate agent workflows](https://developers.openai.com/api/docs/guides/agent-evals). * [Voice agents](https://developers.openai.com/api/docs/guides/voice-agents). * [Overview](https://developers.openai.com/api/docs/guides/agent-builder). * [Overview](https://developers.openai.com/api/docs/guides/chatkit). * [Skills](https://developers.openai.com/api/docs/guides/tools-skills). * [Shell](https://developers.openai.com/api/docs/guides/tools-shell). * [Computer use](https://developers.openai.com/api/docs/guides/tools-computer-use). * [Retrieval](https://developers.openai.com/api/docs/guides/retrieval). * [Webhooks](https://developers.openai.com/api/docs/guides/webhooks). * [Compaction](https://developers.openai.com/api/docs/guides/compaction). * [Overview](https://developers.openai.com/api/docs/guides/prompting). * [Reasoning models](https://developers.openai.com/api/docs/guides/reasoning). * [Getting started](https://developers.openai.com/api/docs/guides/evaluation-getting-started). * [Overview](https://developers.openai.com/api/docs/guides/realtime). * [Graders](https://developers.openai.com/api/docs/guides/graders). * [Embeddings](https://developers.openai.com/api/docs/guides/embeddings). * [Moderation](https://developers.openai.com/api/docs/guides/moderation). * [Batch](https://developers.openai.com/api/docs/guides/batch). * [Your data](https://developers.openai.com/api/docs/guides/your-data). * [Permissions](https://developers.openai.com/api/docs/guides/rbac). * [Using tools](https://developers.openai.com/api/docs/guides/tools). * [Overview](https://developers.openai.com/api/docs/guides/agents). * [Quickstart](https://developers.openai.com/api/docs/guides/agents/quickstart). * [Models and providers](https://developers.openai.com/api/docs/guides/agents/models). * [Orchestration](https://developers.openai.com/api/docs/guides/agents/orchestration). * [Guardrails](https://developers.openai.com/api/docs/guides/agents/guardrails-approvals). * [Results and state](https://developers.openai.com/api/docs/guides/agents/results). * [Evaluate agent workflows](https://developers.openai.com/api/docs/guides/agent-evals). * [Overview](https://developers.openai.com/api/docs/guides/agent-builder). * [Overview](https://developers.openai.com/api/docs/guides/chatkit). * [Skills](https://developers.openai.com/api/docs/guides/tools-skills). * [Shell](https://developers.openai.com/api/docs/guides/tools-shell). * [Computer use](https://developers.openai.com/api/docs/guides/tools-computer-use). * [Retrieval](https://developers.openai.com/api/docs/guides/retrieval). * [Webhooks](https://developers.openai.com/api/docs/guides/webhooks). * [Compaction](https://developers.openai.com/api/docs/guides/compaction). * [Overview](https://developers.openai.com/api/docs/guides/prompting). * [Reasoning models](https://developers.openai.com/api/docs/guides/reasoning). * [Getting started](https://developers.openai.com/api/docs/guides/evaluation-getting-started). * [Overview](https://developers.openai.com/api/docs/guides/realtime). * [Graders](https://developers.openai.com/api/docs/guides/graders). * [Embeddings](https://developers.openai.com/api/docs/guides/embeddings). * [Moderation](https://developers.openai.com/api/docs/guides/moderation). * [Batch](https://developers.openai.com/api/docs/guides/batch). * [Your data](https://developers.openai.com/api/docs/guides/your-data). * [Permissions](https://developers.openai.com/api/docs/guides/rbac). | Build a code-first agent app | [Quickstart](https://developers.openai.com/api/docs/guides/agents/quickstart) | This is the shortest path to a working SDK integration. * Start with [Quickstart](https://developers.openai.com/api/docs/guides/agents/quickstart) to get one working run on screen.

AI Agent行业深度分析

1. A practical guide to building agents | OpenAI

[Skip to main content](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#main). * [Introduction](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#introduction). * [What is an agent?](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#what-is-an-agent). * [When should you build an agent?](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#when-should-you-build-an-agent). * [Agent design foundations](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#agent-design-foundations). * [Guardrails](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#guardrails). * [Conclusion](https://openai.com/business/guides-and-resources/a-practical-guide-to-building-ai-agents/#conclusion). 1. **Single-agent systems,**where a single model equipped with appropriate tools and instructions executes workflows in a loop. `1from agents import Agent, Runner23technical_support_agent = Agent(4 name=”Technical Support Agent”,5 instructions=(6 “You provide expert assistance with resolving technical issues, “7 “system outages, or product troubleshooting.”8 ),9 tools=[search_knowledge_base],10)1112sales_assistant_agent = Agent(13 name=”Sales Assistant Agent”,14 instructions=(15 “You help enterprise clients browse the product catalog, “16 “recommend suitable solutions, and facilitate purchase transactions.”17 ),18 tools=[initiate_purchase_order],19)2021order_management_agent = Agent(22 name=”Order Management Agent”,23 instructions=(24 “You assist clients with inquiries regarding order tracking, “

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2. Solutions for agentic workflows

Try now(opens in a new window)Contact sales. Deploy agents that can reason, take action, and assist across a wide range of work—from simple tasks to complex projects. Image 1: Workflow interface showing a connected sequence starting with a green “Start” button leading to a blue “Categorize Agent” step on a soft blue and orange gradient background. Explore OpenAI products that help you use, build, and scale agentic AI. Image 2: ChatGPT interface with browser tabs showing Aerion shoe pages reopened after a user request, with a note confirming four tabs opened and an option to pull more from the last month. * Agents follow your team’s rules and act with the right approvals. Try ChatGPT Business(opens in a new window). Start building(opens in a new window). * Explore ChatGPT(opens in a new window). * API log in(opens in a new window). (opens in a new window)(opens in a new window)(opens in a new window)(opens in a new window)(opens in a new window)(opens in a new window)(opens in a new window).

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3. The next evolution of the Agents SDK – OpenAI

[Skip to main content](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#main). * [Developers](https://openai.com/api/). * [A more capable harness for the agent loop](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#a-more-capable-harness-for-the-agent-loop). * [Native sandbox execution](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#native-sandbox-execution). * [Separating harness from compute for security, durability, and scale](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#separating-harness-from-compute-for-security-durability-and-scale). * [Pricing and availability](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#pricing-and-availability). * [What’s next](https://openai.com/index/the-next-evolution-of-the-agents-sdk/#whats-next). We’re introducing new capabilities to the [Agents SDK⁠(opens in a new window)](https://developers.openai.com/api/docs/guides/agents) that give developers standardized infrastructure that is easy to get started with and is built correctly for OpenAI models: a model-native harness that lets agents work across files and tools on a computer, plus native sandbox execution for running that work safely. These primitives include tool use via [MCP⁠(opens in a new window)](https://modelcontextprotocol.io/), progressive disclosure via [skills⁠(opens in a new window)](https://agentskills.io/), custom instructions via [AGENTS.md⁠(opens in a new window)](https://agents.md/), code execution using the [shell⁠(opens in a new window)](https://developers.openai.com/api/docs/guides/tools-shell) tool, file edits using the [apply patch⁠(opens in a new window)](https://developers.openai.com/api/docs/guides/tools-apply-patch) tool, and more. * [Documentation(opens in a new wi

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4. OpenAI Agents | Microsoft Learn

Learn how to use Microsoft Agent Framework with OpenAI services, including Chat Completions and Responses in Python and Chat Completions,

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对AI Agent行业的深远影响

AI Agent领域正在经历前所未有的变革期。这不仅仅是一场技术革命，更是整个产业链的重构。从上游供应链到下游终端应用，每个环节都在被新技术深刻改变。

对于普通消费者而言，这意味着产品体验的质的飞跃——更智能的功能、更优质的性能、更亲民的价格。而对于行业从业者和投资者来说，则需要密切关注技术演进方向，及时调整战略布局，在变革中抓住机遇。

专家观点与行业趋势

多位行业分析师指出，AI Agent正处于临界点。未来三到五年，将是这个领域格局重塑的关键窗口期。技术创新速度正在加快，市场竞争也日趋激烈。

从技术发展路径来看，多个方向正在同步推进：性能提升、成本优化、应用场景拓展成为主要驱动力。各大企业和研究机构都在加大研发投入，力图在这场竞争中占据有利位置。

未来展望与总结

展望未来，AI Agent领域的发展前景令人期待。技术创新将继续是推动行业发展的核心动力，而市场需求的释放将为行业发展提供广阔空间。

我们预计，接下来将看到更多突破性进展和应用落地。无论是既有厂商还是新入局者，都有机会在这波浪潮中找到自己的位置。我们将持续跟踪这个领域的最新动态，为读者提供及时、深度、有价值的行业分析。

建议相关从业者保持关注，及时了解技术前沿动态；普通消费者则可以期待更多优质产品和服务上市。如有任何更新进展，我们将在第一时间为您带来详细报道。

本文整理自公开网络资讯，发布于 2026年05月07日。内容仅供信息分享，不构成任何投资或购买建议。如有侵权请联系我们删除。