--- 格式版本: 2 标题: "Agents • Cookbook" 原文链接: "https://developers.openai.com/cookbook/topic/agents" 发布日期: "2026-08-16" 发布时间校准状态: "found" 发布时间需复核: "否" 发布时间来源: "rule:local:strict_original_body" 发布时间证据: "Published Time: Sun, 16 Aug 2026 16:11:57 GMT" 发布时间校准原因: "规则确认唯一严格发布时间，来源 local:strict_original_body" 发布时间校准置信度: "high" 发布时间候选数量: 4 发布时间严格候选数量: 1 发布时间原页读取状态: "source template page reused from URL open" 发布时间未找到原因: "" 发布时间校准时间: "2026-08-17T00:12:10+08:00" 发布时间仲裁状态: "skipped" 发布时间仲裁尝试次数: 0 发布时间仲裁耗时毫秒: 0 发现时间: "2026-08-16T23:54:06+08:00" 入库时间: "2026-08-16T16:12:10.719Z" 来源平台: "固定入口" 搜索渠道: "fixed_url" 搜索词: "https://developers.openai.com/blog" 匹配关键词: - "deployment" - "performance" - "latency" - "throughput" - "AI" 相关厂家: - "OpenAI" - "Microsoft" - "AWS" - "Google" - "Oracle" 相关专家: [] 内容类型: "网页" 抓取工具: "Jina Reader" 清洗工具: "Jina Reader Markdown + Defuddle/Readability 正文提取" 原始附件: [] AI优质: "否" AI打分: 15 AI分档: "非优质" AI质检状态: "不通过" AI打分理由: "OpenAI开发者文档导航页，仅有目录链接，无任何超节点/AI Rack相关实质内容，属空壳入口页。" AI质检模型: "ali-deepseek-v4-flash" AI质检时间: "2026-08-17T00:12:24+08:00" AI主题相关性: 0 AI来源权威性: 15 AI新颖性: 0 AI技术细节: 0 AI商业部署信号: 0 AI完整性: 0 AI摘要: "本文是OpenAI开发者文档Cookbook中“Agents”主题的索引页面，主体为面向开发者的大量导航链接，指向Agents SDK、API参考、模型、工具、实时语音等文档；" AI摘要模型: "ali-deepseek-v4-flash" AI摘要时间: "2026-09-07T03:26:51.605Z" 采集批次: "2026年8月16日20点37分10秒" 采集批次ID: "20260816-203710-016" 去重键: "https://developers.openai.com/cookbook/topic/agents" --- Title: Agents • Cookbook URL Source: https://developers.openai.com/cookbook/topic/agents Published Time: Sun, 16 Aug 2026 16:11:57 GMT Markdown Content: For the complete documentation index, see [llms.txt](https://developers.openai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to the page URL. 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Functions Agents SDK Responses ## All recipes 52 [Controlled Agentic Commerce with AgentCore Payments Agents SDK Aug 13, 2026](https://developers.openai.com/cookbook/examples/partners/aws/controlled_agentic_commerce_with_agentcore_payments/controlled_agentic_commerce)[AML Analysis with the Agents SDK on Amazon Bedrock Agents SDK Evals Jul 23, 2026](https://developers.openai.com/cookbook/examples/partners/aws/evidence_grounded_aml_agent_with_bedrock)[Enabling Long-Term Agent Memory with Oracle AI Agent Memory Agents SDK Jul 16, 2026](https://developers.openai.com/cookbook/examples/vector_databases/oracle_db/deep_research_openai_agents)[Trigger a Workspace Agent from the API ChatGPT Jun 18, 2026](https://developers.openai.com/cookbook/examples/chatgpt/workspace_agents/workspace-agents-api-trigger)[SchemaFlow: Agentic Database Change Impact Analysis, SQL Generation, and Eval Guardrails Agents SDK Evals Jun 5, 2026](https://developers.openai.com/cookbook/examples/partners/schemaflow_design_guide/schemaflow_cookbook)[Getting Started with OpenAI Models on Amazon Bedrock Responses May 31, 2026](https://developers.openai.com/cookbook/examples/partners/aws/openai_models_with_amazon_bedrock)[Macro Evals for Agentic Systems Evals May 19, 2026](https://developers.openai.com/cookbook/examples/partners/macro_evals_for_agentic_systems/macro_evals_for_agentic_systems)[Build an Agent Improvement Loop with Traces, Evals, and Codex Agents SDK Codex Evals May 12, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/agent_improvement_loop)[Build iterative repair loops with Codex Codex Evals May 11, 2026](https://developers.openai.com/cookbook/examples/codex/build_iterative_repair_loops_with_codex)[Using Goals in Codex Codex May 9, 2026](https://developers.openai.com/cookbook/examples/codex/using_goals_in_codex)[Migrate from the Claude Agent SDK to the OpenAI Agents SDK Agents SDK May 7, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/migrate-from-claude-agent-sdk/readme)[Agents SDK Deployment Manager Agents SDK May 5, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/deployment_manager/readme)[Building Reliable Agents with Memory and Compaction Agents SDK May 1, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/building_reliable_agents_memory_compaction)[Building workspace agents in ChatGPT to complete repeatable, end-to-end work ChatGPT Apr 22, 2026](https://developers.openai.com/cookbook/articles/chatgpt-agents-sales-meeting-prep)[Computer Use Agents in Daytona Sandboxes Agents SDK Apr 19, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/computer_use_with_daytona/computer_use_with_daytona)[Migrate a Legacy Codebase with Sandbox Agents Agents SDK Evals Apr 7, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/sandboxed-code-migration/sandboxed_code_migration_agent)[Realtime Prompting Guide Audio Responses Speech Feb 25, 2026](https://developers.openai.com/cookbook/examples/realtime_prompting_guide)[Codex Prompting Guide Codex Responses Feb 25, 2026](https://developers.openai.com/cookbook/examples/gpt-5/codex_prompting_guide)[Building Governed AI Agents - A Practical Guide to Agentic Scaffolding Evals Guardrails Feb 23, 2026](https://developers.openai.com/cookbook/examples/partners/agentic_governance_guide/agentic_governance_cookbook)[Prompt Caching 201 Latency Responses Feb 18, 2026](https://developers.openai.com/cookbook/examples/prompt_caching_201)[Skills in OpenAI API Responses Feb 10, 2026](https://developers.openai.com/cookbook/examples/skills_in_api)[Realtime Eval Guide Audio Evals Responses Speech Jan 25, 2026](https://developers.openai.com/cookbook/examples/realtime_eval_guide)[Context Engineering for Personalization - State Management with Long-Term Memory Notes Agents SDK Jan 5, 2026](https://developers.openai.com/cookbook/examples/agents_sdk/context_personalization)[Build a coding agent with GPT 5.1 Agents SDK Nov 13, 2025](https://developers.openai.com/cookbook/examples/build_a_coding_agent_with_gpt-5.1)[Using PLANS.md for multi-hour problem solving Codex Oct 7, 2025](https://developers.openai.com/cookbook/articles/codex_exec_plans)[Building Consistent Workflows with Codex CLI & Agents SDK Agents SDK Codex Oct 1, 2025](https://developers.openai.com/cookbook/examples/codex/codex_mcp_agents_sdk/building_consistent_workflows_codex_cli_agents_sdk)[Context Engineering - Short-Term Memory Management with Sessions Agents SDK Sep 9, 2025](https://developers.openai.com/cookbook/examples/agents_sdk/session_memory)[GPT-5 Prompt Migration and Improvement Using the New Optimizer Reasoning Responses Aug 7, 2025](https://developers.openai.com/cookbook/examples/gpt-5/prompt-optimization-cookbook)[GPT-5 prompting guide Reasoning Responses Aug 7, 2025](https://developers.openai.com/cookbook/examples/gpt-5/gpt-5_prompting_guide)[Frontend coding with GPT-5 Reasoning Responses Aug 7, 2025](https://developers.openai.com/cookbook/examples/gpt-5/gpt-5_frontend)[GPT-5 New Params and Tools Functions Reasoning Aug 7, 2025](https://developers.openai.com/cookbook/examples/gpt-5/gpt-5_new_params_and_tools)[Temporal Agents with Knowledge Graphs Functions Responses Jul 22, 2025](https://developers.openai.com/cookbook/examples/partners/temporal_agents_with_knowledge_graphs/temporal_agents)[Optimize Prompts Agents SDK Completions Responses Jul 14, 2025](https://developers.openai.com/cookbook/examples/optimize_prompts)[Building a Supply-Chain Copilot with OpenAI Agent SDK and Databricks MCP Servers Agents SDK Jul 8, 2025](https://developers.openai.com/cookbook/examples/mcp/databricks_mcp_cookbook)[Prompt Migration Guide Completions Responses Jun 26, 2025](https://developers.openai.com/cookbook/examples/prompt_migration_guide)[Introduction to deep research in the OpenAI API Responses Jun 25, 2025](https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api)[Deep Research API with the Agents SDK Agents SDK Jun 25, 2025](https://developers.openai.com/cookbook/examples/deep_research_api/introduction_to_deep_research_api_agents)[Building a Deep Research MCP Server Agents SDK Responses Jun 25, 2025](https://developers.openai.com/cookbook/examples/deep_research_api/how_to_build_a_deep_research_mcp_server/readme)[MCP-Powered Agentic Voice Framework Agents SDK Functions Speech Jun 17, 2025](https://developers.openai.com/cookbook/examples/partners/mcp_powered_voice_agents/mcp_powered_agents_cookbook)[Eval Driven System Design - 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