Engineering & manufacturing
Domains cut ACROSS all three types (works / tools / learn): one domain (education / healthcare / science …) may hold works, tools and tutorials at once. One entrance per domain.
In this domain · 27 · Domains are for finding, never for ranking.
One-page answer for AIPlain-text slice of this domain, ready for an AI to consume.
Domain × platform combos6
Where the two axes cross: entries of one domain that run on one platform. Only combos with content get an entrance — no empty shells.
Domain × difficulty combos5
The second axis: one domain cut by how hard it is to get running — L1 opens instantly / L4 needs a toolchain. Only combos with content get an entrance.
Works6
Tools15
Needs tinkeringNot checkedRAGFlowRAGFlow 是一个给要把文档变成可问数据的团队用的开源 RAG 引擎,能把复杂文档切成高质量上下文。ToolsEngineering & manufacturingNeeds tinkeringNot checkedPortkey AI GatewayPortkey AI Gateway 是一个给要接多家模型的团队用的开源网关,用一套 API 转发到上千个模型。ToolsEngineering & manufacturingNeeds tinkeringNot checkedMilvusMilvus 是一个给要给海量非结构化数据做检索的人用的开源向量库,能横向扩到几十亿条向量。ToolsEngineering & manufacturingNeeds a toolchainNot checkedMem0Mem0 是一个给要做长期对话记忆的开发者用的开源记忆层,能把跨会话记住的事接进应用。ToolsEngineering & manufacturingNeeds a toolchainNot checkedLlamaIndexLlamaIndex 是一个给要拿私有数据搭问答的人用的开源框架,能把文档接成可检索的上下文。ToolsEngineering & manufacturingOne commandNot checkedCrawl4AICrawl4AI 是一个给要喂数据给大模型的人用的开源爬虫,能把任意网页转成干净的 Markdown。ToolsEngineering & manufacturing
Needs a toolchainModel Context ProtocolModel Context Protocol 是 Anthropic 提出的开放协议,能把外部工具与数据统一接给 AI。ToolsEngineering & manufacturing
Needs a toolchainLangChainLangChain 是一个开源的 LLM 应用编排框架,给出链、工具调用与检索等现成抽象。ToolsEngineering & manufacturing
Needs a toolchainvLLMvLLM 是一个开源的高吞吐推理引擎,自己部署开源模型服务时的首选。ToolsEngineering & manufacturing
Needs a toolchainCodex CLICodex CLI 是一个 OpenAI 官方开源的命令行编码 Agent,能在终端里改代码、跑命令。ToolsEngineering & manufacturing
One commandClaude Code让 AI 直接在终端里帮你把项目装好、跑起来。ToolsEngineering & manufacturing
Needs a toolchainClineCline 是一个装在 VS Code 里的开源编码 Agent,能自己读文件改代码跑命令,模型自选。ToolsEngineering & manufacturing
Opens instantlyCursorCursor 是一个AI 原生编辑器,整仓库上下文问答 + 一键改多文件。ToolsEngineering & manufacturing
Needs a toolchainAiderAider 是一个开源终端编码助手,把改动直接写成 git 提交,随时回滚。ToolsEngineering & manufacturing
Download & installTrae中文界面的 AI 编程 IDE,装上就能让 AI 改你的代码。ToolsEngineering & manufacturing
Learn6
Needs a toolchainNot checkedAwesome LLM AppsAwesome LLM Apps 是一个给想上手 AI 应用的人备的开源案例合集,收了一百多个能跑的项目。LearnEngineering & manufacturingOpens instantlyNot checkedAwesome LangChainAwesome LangChain 是一个给 LangChain 生态的人用的精选清单,按工具、模板与学材料分类收。LearnEngineering & manufacturingOpens instantlyNot checkedAwesome GitHub CopilotAwesome GitHub Copilot 是一个社区合集,收 Copilot 的自定义 Agent 与技能配置。LearnEngineering & manufacturing
Opens instantlyMCP QuickstartMCP Quickstart 是一个 MCP 官方快速上手教程,跟着写个 Server。LearnEngineering & manufacturingOpens instantlySWE-benchSWE-bench 是一个编码 Agent 的硬核基准,看谁能真修好仓库里的 bug。LearnEngineering & manufacturing
Download & installOpenAI CookbookOpenAI Cookbook 是一个 OpenAI 官方示例集:能直接抄的代码,覆盖常见 API 用法与坑。LearnEducation