# Cloudflare Developer Documentation

Easily build and deploy full-stack applications everywhere,
thanks to integrated compute, storage, and networking.

> [!TIP]
> An archive of Markdown files is available at https://developers.cloudflare.com/markdown.zip

## Agents

- [在 Cloudflare 上构建 Agents](https://developers.cloudflare.com/agents/index.md)
- [调用 LLMs](https://developers.cloudflare.com/agents/concepts/calling-llms/index.md)
- [人机协作](https://developers.cloudflare.com/agents/concepts/human-in-the-loop/index.md)
- [概念](https://developers.cloudflare.com/agents/concepts/index.md)
- [工具](https://developers.cloudflare.com/agents/concepts/tools/index.md)
- [Agents](https://developers.cloudflare.com/agents/concepts/what-are-agents/index.md)
- [工作流](https://developers.cloudflare.com/agents/concepts/workflows/index.md)
- [Agents API](https://developers.cloudflare.com/agents/api-reference/agents-api/index.md)
- [浏览网页](https://developers.cloudflare.com/agents/api-reference/browse-the-web/index.md)
- [配置](https://developers.cloudflare.com/agents/api-reference/configuration/index.md)
- [调用 Agents](https://developers.cloudflare.com/agents/api-reference/calling-agents/index.md)
- [HTTP 和服务器发送事件](https://developers.cloudflare.com/agents/api-reference/http-sse/index.md)
- [API 参考](https://developers.cloudflare.com/agents/api-reference/index.md)
- [检索增强生成](https://developers.cloudflare.com/agents/api-reference/rag/index.md)
- [运行工作流](https://developers.cloudflare.com/agents/api-reference/run-workflows/index.md)
- [调度任务](https://developers.cloudflare.com/agents/api-reference/schedule-tasks/index.md)
- [存储和同步状态](https://developers.cloudflare.com/agents/api-reference/store-and-sync-state/index.md)
- [使用 AI 模型](https://developers.cloudflare.com/agents/api-reference/using-ai-models/index.md)
- [使用 WebSockets](https://developers.cloudflare.com/agents/api-reference/websockets/index.md)
- [构建人机协作 Agent](https://developers.cloudflare.com/agents/guides/anthropic-agent-patterns/index.md): 使用 Cloudflare Agents 实现人机协作功能，允许 AI agents 在执行某些操作前请求人工审批
- [实施有效的 Agent 模式](https://developers.cloudflare.com/agents/guides/human-in-the-loop/index.md): 使用 Agents SDK 框架实施常见的 agent 模式
- [构建远程 MCP 客户端](https://developers.cloudflare.com/agents/guides/build-mcp-client/index.md): 构建一个充当远程 MCP 客户端的 AI Agent。
- [指南](https://developers.cloudflare.com/agents/guides/index.md)
- [测试远程 MCP 服务器](https://developers.cloudflare.com/agents/guides/test-remote-mcp-server/index.md)
- [构建远程 MCP 服务器](https://developers.cloudflare.com/agents/guides/remote-mcp-server/index.md)
- [构建聊天 Agent](https://developers.cloudflare.com/agents/getting-started/build-a-chat-agent/index.md): 一个使用 Cloudflare Agent 平台构建 AI 驱动聊天 Agents 的启动模板，由 Agents SDK 提供支持。该项目为创建交互式聊天体验提供了基础，具有现代化 UI 和工具集成能力。
- [快速开始](https://developers.cloudflare.com/agents/getting-started/index.md)
- [提示 AI 模型](https://developers.cloudflare.com/agents/getting-started/prompting/index.md): 使用 Workers "mega prompt" 通过您首选的 AI 工具和/或 IDE 构建 Agents。该提示理解 Agents SDK API、最佳实践和指南，使构建有效的 Agents 和 Workers 变得更容易。
- [测试您的 Agents](https://developers.cloudflare.com/agents/getting-started/testing-your-agent/index.md)
- [平台](https://developers.cloudflare.com/agents/platform/index.md)
- [限制](https://developers.cloudflare.com/agents/platform/limits/index.md)
- [prompt.txt](https://developers.cloudflare.com/agents/platform/prompttxt/index.md): 在 Cloudflare 上构建时为您的 AI 模型和工具提供上下文。
- [提示工程](https://developers.cloudflare.com/agents/platform/prompting/index.md): 了解在 Cloudflare 上构建 Agents 和 Workers 时如何对您的 AI 模型和工具进行提示工程。
- [Model Context Protocol (MCP)](https://developers.cloudflare.com/agents/model-context-protocol/index.md)
- [McpAgent — API 参考](https://developers.cloudflare.com/agents/model-context-protocol/mcp-agent-api/index.md)
- [工具](https://developers.cloudflare.com/agents/model-context-protocol/tools/index.md)
- [Cloudflare 自有的 MCP 服务器](https://developers.cloudflare.com/agents/model-context-protocol/mcp-servers-for-cloudflare/index.md)
- [传输](https://developers.cloudflare.com/agents/model-context-protocol/transport/index.md)
- [授权](https://developers.cloudflare.com/agents/model-context-protocol/authorization/index.md)

## AI Gateway

- [REST API 参考](https://developers.cloudflare.com/ai-gateway/api-reference/index.md)
- [更新日志](https://developers.cloudflare.com/ai-gateway/changelog/index.md)
- [AI 助手](https://developers.cloudflare.com/ai-gateway/ai/index.md)
- [标头术语表](https://developers.cloudflare.com/ai-gateway/glossary/index.md)
- [Cloudflare AI 网关](https://developers.cloudflare.com/ai-gateway/index.md)
- [快速开始](https://developers.cloudflare.com/ai-gateway/get-started/index.md)
- [OpenAI 兼容性](https://developers.cloudflare.com/ai-gateway/chat-completion/index.md)
- [通用端点](https://developers.cloudflare.com/ai-gateway/universal/index.md)
- [架构](https://developers.cloudflare.com/ai-gateway/demos/index.md)
- [身份验证](https://developers.cloudflare.com/ai-gateway/configuration/authentication/index.md): 通过要求每个请求都包含有效的授权令牌来增加安全性。
- [缓存](https://developers.cloudflare.com/ai-gateway/configuration/caching/index.md): 在每个请求的基础上覆盖缓存设置。
- [自定义成本](https://developers.cloudflare.com/ai-gateway/configuration/custom-costs/index.md): 在每个请求的基础上覆盖默认或公共模型成本。
- [自定义元数据](https://developers.cloudflare.com/ai-gateway/configuration/custom-metadata/index.md)
- [回退](https://developers.cloudflare.com/ai-gateway/configuration/fallbacks/index.md)
- [配置](https://developers.cloudflare.com/ai-gateway/configuration/index.md)
- [管理网关](https://developers.cloudflare.com/ai-gateway/configuration/manage-gateway/index.md)
- [请求处理](https://developers.cloudflare.com/ai-gateway/configuration/request-handling/index.md)
- [速率限制](https://developers.cloudflare.com/ai-gateway/configuration/rate-limiting/index.md)
- [使用 API 添加人工反馈](https://developers.cloudflare.com/ai-gateway/evaluations/add-human-feedback-api/index.md)
- [使用 Worker 绑定添加人工反馈](https://developers.cloudflare.com/ai-gateway/evaluations/add-human-feedback-bindings/index.md)
- [使用仪表板添加人工反馈](https://developers.cloudflare.com/ai-gateway/evaluations/add-human-feedback/index.md)
- [评估](https://developers.cloudflare.com/ai-gateway/evaluations/index.md)
- [设置评估](https://developers.cloudflare.com/ai-gateway/evaluations/set-up-evaluations/index.md)
- [分析](https://developers.cloudflare.com/ai-gateway/observability/analytics/index.md)
- [成本](https://developers.cloudflare.com/ai-gateway/observability/costs/index.md)
- [可观察性](https://developers.cloudflare.com/ai-gateway/observability/index.md)
- [平台](https://developers.cloudflare.com/ai-gateway/reference/index.md)
- [审计日志](https://developers.cloudflare.com/ai-gateway/reference/audit-logs/index.md)
- [限制](https://developers.cloudflare.com/ai-gateway/reference/limits/index.md)
- [使用 Workers AI 创建您的第一个 AI 网关](https://developers.cloudflare.com/ai-gateway/tutorials/create-first-aig-workers/index.md)
- [定价](https://developers.cloudflare.com/ai-gateway/reference/pricing/index.md)
- [部署通过 AI 网关连接到 OpenAI 的 Worker](https://developers.cloudflare.com/ai-gateway/tutorials/deploy-aig-worker/index.md)
- [护栏](https://developers.cloudflare.com/ai-gateway/guardrails/index.md)
- [教程](https://developers.cloudflare.com/ai-gateway/tutorials/index.md)
- [设置护栏](https://developers.cloudflare.com/ai-gateway/guardrails/set-up-guardrail/index.md)
- [支持的模型类型](https://developers.cloudflare.com/ai-gateway/guardrails/supported-model-types/index.md)
- [使用注意事项](https://developers.cloudflare.com/ai-gateway/guardrails/usage-considerations/index.md)
- [Azure OpenAI](https://developers.cloudflare.com/ai-gateway/providers/azureopenai/index.md)
- [Amazon Bedrock](https://developers.cloudflare.com/ai-gateway/providers/bedrock/index.md)
- [Cartesia](https://developers.cloudflare.com/ai-gateway/providers/cartesia/index.md)
- [Anthropic](https://developers.cloudflare.com/ai-gateway/providers/anthropic/index.md)
- [Cerebras](https://developers.cloudflare.com/ai-gateway/providers/cerebras/index.md)
- [Cohere](https://developers.cloudflare.com/ai-gateway/providers/cohere/index.md)
- [DeepSeek](https://developers.cloudflare.com/ai-gateway/providers/deepseek/index.md)
- [ElevenLabs](https://developers.cloudflare.com/ai-gateway/providers/elevenlabs/index.md)
- [Grok](https://developers.cloudflare.com/ai-gateway/providers/grok/index.md)
- [Google AI Studio](https://developers.cloudflare.com/ai-gateway/providers/google-ai-studio/index.md)
- [Groq](https://developers.cloudflare.com/ai-gateway/providers/groq/index.md)
- [HuggingFace](https://developers.cloudflare.com/ai-gateway/providers/huggingface/index.md)
- [模型提供商](https://developers.cloudflare.com/ai-gateway/providers/index.md)
- [Mistral AI](https://developers.cloudflare.com/ai-gateway/providers/mistral/index.md)
- [OpenAI](https://developers.cloudflare.com/ai-gateway/providers/openai/index.md)
- [OpenRouter](https://developers.cloudflare.com/ai-gateway/providers/openrouter/index.md)
- [Perplexity](https://developers.cloudflare.com/ai-gateway/providers/perplexity/index.md)
- [Replicate](https://developers.cloudflare.com/ai-gateway/providers/replicate/index.md)
- [Google Vertex AI](https://developers.cloudflare.com/ai-gateway/providers/vertex/index.md)
- [WebSockets API](https://developers.cloudflare.com/ai-gateway/websockets-api/index.md)
- [非实时 WebSockets API](https://developers.cloudflare.com/ai-gateway/websockets-api/non-realtime-api/index.md)
- [实时 WebSockets API](https://developers.cloudflare.com/ai-gateway/websockets-api/realtime-api/index.md)
- [Workers AI](https://developers.cloudflare.com/ai-gateway/providers/workersai/index.md)
- [代理](https://developers.cloudflare.com/ai-gateway/integrations/agents/index.md): 在 Cloudflare 上构建由 AI 驱动的代理
- [Workers AI](https://developers.cloudflare.com/ai-gateway/integrations/aig-workers-ai-binding/index.md)
- [集成](https://developers.cloudflare.com/ai-gateway/integrations/index.md)
- [Vercel AI SDK](https://developers.cloudflare.com/ai-gateway/integrations/vercel-ai-sdk/index.md)
- [AI 网关绑定方法](https://developers.cloudflare.com/ai-gateway/integrations/worker-binding-methods/index.md)
- [日志记录](https://developers.cloudflare.com/ai-gateway/observability/logging/index.md)
- [Workers Logpush](https://developers.cloudflare.com/ai-gateway/observability/logging/logpush/index.md)

## Workers AI

- [代理](https://developers.cloudflare.com/workers-ai/agents/index.md)
- [REST API 参考](https://developers.cloudflare.com/workers-ai/api-reference/index.md)
- [Cloudflare Workers AI](https://developers.cloudflare.com/workers-ai/index.md)
- [变更日志](https://developers.cloudflare.com/workers-ai/changelog/index.md): 查看 Cloudflare Workers AI 的近期变更。
- [playground](https://developers.cloudflare.com/workers-ai/playground/index.md)
- [Vercel AI SDK](https://developers.cloudflare.com/workers-ai/configuration/ai-sdk/index.md)
- [Workers 绑定](https://developers.cloudflare.com/workers-ai/configuration/bindings/index.md)
- [Hugging Face 聊天界面](https://developers.cloudflare.com/workers-ai/configuration/hugging-face-chat-ui/index.md)
- [配置](https://developers.cloudflare.com/workers-ai/configuration/index.md)
- [OpenAI 兼容 API 端点](https://developers.cloudflare.com/workers-ai/configuration/open-ai-compatibility/index.md)
- [演示和架构](https://developers.cloudflare.com/workers-ai/guides/demos-architectures/index.md)
- [代理](https://developers.cloudflare.com/workers-ai/guides/agents/index.md): 在 Cloudflare 上构建由 AI 驱动的代理
- [指南](https://developers.cloudflare.com/workers-ai/guides/index.md)
- [仪表板](https://developers.cloudflare.com/workers-ai/get-started/dashboard/index.md)
- [开始使用](https://developers.cloudflare.com/workers-ai/get-started/index.md)
- [REST API](https://developers.cloudflare.com/workers-ai/get-started/rest-api/index.md): 使用 Cloudflare Workers AI REST API 部署大型语言模型 (LLM)。
- [Workers 绑定](https://developers.cloudflare.com/workers-ai/get-started/workers-wrangler/index.md): 使用 CLI 部署您的第一个 Cloudflare Workers AI 项目。
- [功能](https://developers.cloudflare.com/workers-ai/features/index.md)
- [JSON 模式](https://developers.cloudflare.com/workers-ai/features/json-mode/index.md)
- [Markdown 转换](https://developers.cloudflare.com/workers-ai/features/markdown-conversion/index.md)
- [提示](https://developers.cloudflare.com/workers-ai/features/prompting/index.md)
- [模型](https://developers.cloudflare.com/workers-ai/models/index.md)
- [AI 网关](https://developers.cloudflare.com/workers-ai/platform/ai-gateway/index.md)
- [数据使用](https://developers.cloudflare.com/workers-ai/platform/data-usage/index.md)
- [错误](https://developers.cloudflare.com/workers-ai/platform/errors/index.md)
- [平台](https://developers.cloudflare.com/workers-ai/platform/index.md)
- [术语表](https://developers.cloudflare.com/workers-ai/platform/glossary/index.md)
- [限制](https://developers.cloudflare.com/workers-ai/platform/limits/index.md)
- [定价](https://developers.cloudflare.com/workers-ai/platform/pricing/index.md)
- [选择数据或存储产品](https://developers.cloudflare.com/workers-ai/platform/storage-options/index.md)
- [构建检索增强生成 (RAG) AI](https://developers.cloudflare.com/workers-ai/guides/tutorials/build-a-retrieval-augmented-generation-ai/index.md)
- [使用 Workers AI 构建带自动转录功能的语音笔记应用](https://developers.cloudflare.com/workers-ai/guides/tutorials/build-a-voice-notes-app-with-auto-transcription/index.md): 探索如何使用 AI 模型转录音频录音并对转录内容进行后处理。
- [使用 Cloudflare Workers AI 的 Whisper-large-v3-turbo](https://developers.cloudflare.com/workers-ai/guides/tutorials/build-a-workers-ai-whisper-with-chunking/index.md)
- [使用 Workers AI 构建面试练习工具](https://developers.cloudflare.com/workers-ai/guides/tutorials/build-ai-interview-practice-tool/index.md)
- [使用 DeepSeek Coder 模型探索代码生成](https://developers.cloudflare.com/workers-ai/guides/tutorials/explore-code-generation-using-deepseek-coder-models/index.md): 探索如何使用 AI 模型生成代码并更高效地工作。
- [使用 HuggingFace 的 AutoTrain 微调模型](https://developers.cloudflare.com/workers-ai/guides/tutorials/fine-tune-models-with-autotrain/index.md)
- [使用 Jupyter Notebook 探索 Workers AI 模型](https://developers.cloudflare.com/workers-ai/guides/tutorials/explore-workers-ai-models-using-a-jupyter-notebook/index.md): 这个 Jupyter 笔记本使用 Python 和 requests 库探索了各种模型（包括 Whisper、Distilled BERT、LLaVA 和 Meta Llama 3）。
- [教程](https://developers.cloudflare.com/workers-ai/guides/tutorials/index.md)
- [选择正确的文本生成模型](https://developers.cloudflare.com/workers-ai/guides/tutorials/how-to-choose-the-right-text-generation-model/index.md): Workers AI 上有各种各样的文本生成模型可供选择。为了帮助您找到合适的模型，本笔记本将以快速约会的方式帮助您了解您的选择。
- [在 Cloudflare Workers AI 上使用 Llama 3.2 11B Vision Instruct 模型](https://developers.cloudflare.com/workers-ai/guides/tutorials/llama-vision-tutorial/index.md)
- [将 BigQuery 与 Workers AI 结合使用](https://developers.cloudflare.com/workers-ai/guides/tutorials/using-bigquery-with-workers-ai/index.md)
- [Asynchronous Batch API](https://developers.cloudflare.com/workers-ai/features/batch-api/index.md)
- [REST API](https://developers.cloudflare.com/workers-ai/features/batch-api/rest-api/index.md)
- [Workers Binding](https://developers.cloudflare.com/workers-ai/features/batch-api/workers-binding/index.md)
- [Fine-tunes](https://developers.cloudflare.com/workers-ai/features/fine-tunes/index.md)
- [Using LoRA adapters](https://developers.cloudflare.com/workers-ai/features/fine-tunes/loras/index.md): Upload and use LoRA adapters to get fine-tuned inference on Workers AI.
- [Public LoRA adapters](https://developers.cloudflare.com/workers-ai/features/fine-tunes/public-loras/index.md): Cloudflare offers a few public LoRA adapters that are immediately ready for use.
- [函数调用](https://developers.cloudflare.com/workers-ai/features/function-calling/index.md)
- [传统](https://developers.cloudflare.com/workers-ai/features/function-calling/traditional/index.md)
- [使用 R2 存储和AI生成的图像（第 3 部分）](https://developers.cloudflare.com/workers-ai/guides/tutorials/image-generation--playground/image-generator-store-and-catalog/index.md)
- [将新的 AI 模型添加到您的游乐场（第 2 部分）](https://developers.cloudflare.com/workers-ai/guides/tutorials/image-generation-playground/image-generator-flux-newmodels/index.md)
- [构建 AI 图像生成器游乐场（第 1 部分）](https://developers.cloudflare.com/workers-ai/guides/tutorials/image-generation-playground/image-generator-flux/index.md)
- [使用 R2 存储和编录 AI 生成的图像（第 3 部分）](https://developers.cloudflare.com/workers-ai/guides/tutorials/image-generation-playground/image-generator-store-and-catalog/index.md)
- [如何使用 Workers AI 构建图像生成器](https://developers.cloudflare.com/workers-ai/guides/tutorials/image-generation-playground/index.md)
- [API 参考](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/api-reference/index.md)
- [入门指南](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/get-started/index.md)
- [嵌入式](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/index.md)
- [故障排除](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/troubleshooting/index.md)
- [使用 fetch() 处理程序](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/examples/fetch/index.md): 了解如何在 Cloudflare Workers AI 中使用 fetch() 处理程序，以使 LLM 能够执行 API 调用，例如使用函数调用检索未来 5 天的天气预报。
- [示例](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/examples/index.md)
- [使用 KV API](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/examples/kv/index.md): 了解如何使用 Cloudflare Workers AI 与 KV 存储进行交互，通过几行代码即可使用嵌入式函数调用处理持久性数据。
- [基于 OpenAPI 规范的工具](https://developers.cloudflare.com/workers-ai/features/function-calling/embedded/examples/openapi/index.md)