[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-upstash-upstash-search-js":3,"mdc--t2voc-key":34,"related-org-upstash-upstash-search-js":216,"related-repo-upstash-upstash-search-js":393},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"upstash-search-js","implement search features with Upstash","Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage. Use when a user asks how to get started, how indexing works, or how to use the TS client.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"upstash","Upstash","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fupstash.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"Node.js","node-js","tag",{"name":17,"slug":18,"type":15},"Search","search",{"name":20,"slug":21,"type":15},"API Development","api-development",{"name":9,"slug":8,"type":15},22,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fsearch-js","2026-04-06T18:55:11.769669",null,8,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"An HTTP\u002FREST based AI Search client built on top of Upstash REST API.","https:\u002F\u002Fgithub.com\u002Fupstash\u002Fsearch-js\u002Ftree\u002FHEAD\u002Fskills","---\nname: upstash-search-js\ndescription: Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage. Use when a user asks how to get started, how indexing works, or how to use the TS client.\n---\n\n# Upstash Search Documentation\n\n## Quick Start\n\nInstall the TS SDK:\n\n```\nnpm install @upstash\u002Fsearch\n```\n\nCreate a client and perform a simple upsert + search:\n\n```\nimport { Search } from \"@upstash\u002Fsearch\";\n\nconst client = new Search({ url: process.env.UPSTASH_SEARCH_REST_URL, token: process.env.UPSTASH_SEARCH_REST_TOKEN });\nconst index = client.index(\"my-index\");\n\nawait index.upsert({ id: \"1\", content: { text: \"hello world\" } });\nconst results = await index.search({ query: \"hello\" });\n```\n\nBasic steps:\n- Create an index\n- Insert or update documents\n- Run searches or filtered queries\n\n## Other Skill Files\n\n### sdk-overview\nProvides detailed documentation for all TypeScript SDK commands. Includes:\n- delete: Deleting documents\n- fetch: Retrieving a document\n- info: Index info\n- range: Range queries\n- reset: Clearing an index\n- search: Search queries\n- upsert: Adding\u002Fupdating documents\n- getting-started: Setup steps for the SDK\n\n### quick-start\nProvides a fast, end-to-end workflow for creating a Search database, adding documents, and querying them. Covers essential concepts including:\n- Creating a database and storing credentials\n- Adding documents with content and metadata\n- Understanding content vs metadata (searchability and filterability)\n- Performing searches with optional reranking\n- Filtering syntax with SQL-like or structured filters\n- Common pitfalls and best practices\n",{"data":35,"body":36},{"name":4,"description":6},{"type":37,"children":38},"root",[39,48,55,61,74,79,88,93,113,119,125,130,173,178,183],{"type":40,"tag":41,"props":42,"children":44},"element","h1",{"id":43},"upstash-search-documentation",[45],{"type":46,"value":47},"text","Upstash Search Documentation",{"type":40,"tag":49,"props":50,"children":52},"h2",{"id":51},"quick-start",[53],{"type":46,"value":54},"Quick Start",{"type":40,"tag":56,"props":57,"children":58},"p",{},[59],{"type":46,"value":60},"Install the TS SDK:",{"type":40,"tag":62,"props":63,"children":67},"pre",{"className":64,"code":66,"language":46},[65],"language-text","npm install @upstash\u002Fsearch\n",[68],{"type":40,"tag":69,"props":70,"children":72},"code",{"__ignoreMap":71},"",[73],{"type":46,"value":66},{"type":40,"tag":56,"props":75,"children":76},{},[77],{"type":46,"value":78},"Create a client and perform a simple upsert + search:",{"type":40,"tag":62,"props":80,"children":83},{"className":81,"code":82,"language":46},[65],"import { Search } from \"@upstash\u002Fsearch\";\n\nconst client = new Search({ url: process.env.UPSTASH_SEARCH_REST_URL, token: process.env.UPSTASH_SEARCH_REST_TOKEN });\nconst index = client.index(\"my-index\");\n\nawait index.upsert({ id: \"1\", content: { text: \"hello world\" } });\nconst results = await index.search({ query: \"hello\" });\n",[84],{"type":40,"tag":69,"props":85,"children":86},{"__ignoreMap":71},[87],{"type":46,"value":82},{"type":40,"tag":56,"props":89,"children":90},{},[91],{"type":46,"value":92},"Basic steps:",{"type":40,"tag":94,"props":95,"children":96},"ul",{},[97,103,108],{"type":40,"tag":98,"props":99,"children":100},"li",{},[101],{"type":46,"value":102},"Create an index",{"type":40,"tag":98,"props":104,"children":105},{},[106],{"type":46,"value":107},"Insert or update documents",{"type":40,"tag":98,"props":109,"children":110},{},[111],{"type":46,"value":112},"Run searches or filtered queries",{"type":40,"tag":49,"props":114,"children":116},{"id":115},"other-skill-files",[117],{"type":46,"value":118},"Other Skill Files",{"type":40,"tag":120,"props":121,"children":123},"h3",{"id":122},"sdk-overview",[124],{"type":46,"value":122},{"type":40,"tag":56,"props":126,"children":127},{},[128],{"type":46,"value":129},"Provides detailed documentation for all TypeScript SDK commands. Includes:",{"type":40,"tag":94,"props":131,"children":132},{},[133,138,143,148,153,158,163,168],{"type":40,"tag":98,"props":134,"children":135},{},[136],{"type":46,"value":137},"delete: Deleting documents",{"type":40,"tag":98,"props":139,"children":140},{},[141],{"type":46,"value":142},"fetch: Retrieving a document",{"type":40,"tag":98,"props":144,"children":145},{},[146],{"type":46,"value":147},"info: Index info",{"type":40,"tag":98,"props":149,"children":150},{},[151],{"type":46,"value":152},"range: Range queries",{"type":40,"tag":98,"props":154,"children":155},{},[156],{"type":46,"value":157},"reset: Clearing an index",{"type":40,"tag":98,"props":159,"children":160},{},[161],{"type":46,"value":162},"search: Search queries",{"type":40,"tag":98,"props":164,"children":165},{},[166],{"type":46,"value":167},"upsert: Adding\u002Fupdating documents",{"type":40,"tag":98,"props":169,"children":170},{},[171],{"type":46,"value":172},"getting-started: Setup steps for the SDK",{"type":40,"tag":120,"props":174,"children":176},{"id":175},"quick-start-1",[177],{"type":46,"value":51},{"type":40,"tag":56,"props":179,"children":180},{},[181],{"type":46,"value":182},"Provides a fast, end-to-end workflow for creating a Search database, adding documents, and querying them. Covers essential concepts including:",{"type":40,"tag":94,"props":184,"children":185},{},[186,191,196,201,206,211],{"type":40,"tag":98,"props":187,"children":188},{},[189],{"type":46,"value":190},"Creating a database and storing credentials",{"type":40,"tag":98,"props":192,"children":193},{},[194],{"type":46,"value":195},"Adding documents with content and metadata",{"type":40,"tag":98,"props":197,"children":198},{},[199],{"type":46,"value":200},"Understanding content vs metadata (searchability and filterability)",{"type":40,"tag":98,"props":202,"children":203},{},[204],{"type":46,"value":205},"Performing searches with optional reranking",{"type":40,"tag":98,"props":207,"children":208},{},[209],{"type":46,"value":210},"Filtering syntax with SQL-like or structured filters",{"type":40,"tag":98,"props":212,"children":213},{},[214],{"type":46,"value":215},"Common pitfalls and best practices",{"items":217,"total":392},[218,236,251,263,275,294,309,324,339,354,371,378],{"slug":219,"name":219,"fn":220,"description":221,"org":222,"tags":223,"stars":233,"repoUrl":234,"updatedAt":235},"context7-cli","manage documentation and skills with ctx7","Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions \"ctx7\" or \"context7\", needs current docs for any library, wants to install\u002Fsearch\u002Fgenerate skills, or needs to set up Context7 for their AI coding agent.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[224,227,230],{"name":225,"slug":226,"type":15},"CLI","cli",{"name":228,"slug":229,"type":15},"Documentation","documentation",{"name":231,"slug":232,"type":15},"Knowledge Management","knowledge-management",60095,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fcontext7","2026-04-06T18:55:02.689254",{"slug":237,"name":237,"fn":238,"description":239,"org":240,"tags":241,"stars":233,"repoUrl":234,"updatedAt":250},"context7-docs","fetch documentation and code examples","Fetch up-to-date documentation and code examples for any library, framework, SDK, CLI tool, or cloud service. Use whenever the user asks about a specific library — even well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot — because training data may not reflect recent API changes or version updates.\nAlways use for: API syntax questions, configuration options, version migration issues, \"how do I\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage.\nUse even when you think you know the answer. Do not rely on training data for API details, signatures, or configuration options — they are frequently out of date. Prefer this over web search for library documentation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[242,243,244,247],{"name":225,"slug":226,"type":15},{"name":228,"slug":229,"type":15},{"name":245,"slug":246,"type":15},"Reference","reference",{"name":248,"slug":249,"type":15},"SDK","sdk","2026-07-28T05:35:31.125695",{"slug":252,"name":252,"fn":253,"description":254,"org":255,"tags":256,"stars":233,"repoUrl":234,"updatedAt":262},"context7-mcp","retrieve library documentation via MCP","This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[257,258,259],{"name":228,"slug":229,"type":15},{"name":231,"slug":232,"type":15},{"name":260,"slug":261,"type":15},"MCP","mcp","2026-07-28T05:35:32.109879",{"slug":264,"name":264,"fn":265,"description":266,"org":267,"tags":268,"stars":233,"repoUrl":234,"updatedAt":274},"find-docs","retrieve documentation for developer technologies","Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service — even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training data may not reflect recent API changes or version updates.\nAlways use for: API syntax questions, configuration options, version migration issues, \"how do I\" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage.\nUse even when you think you know the answer — do not rely on training data for API details, signatures, or configuration options as they are frequently outdated. Always verify against current docs. Prefer this over web search for library documentation and API details.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[269,270,273],{"name":228,"slug":229,"type":15},{"name":271,"slug":272,"type":15},"Research","research",{"name":17,"slug":18,"type":15},"2026-07-28T05:35:30.135004",{"slug":276,"name":276,"fn":277,"description":278,"org":279,"tags":280,"stars":291,"repoUrl":292,"updatedAt":293},"upstash-ratelimit-ts","implement Redis rate limiting with Upstash","Lightweight guidance for using the Redis Rate Limit TypeScript SDK, including setup steps, basic usage, and pointers to advanced algorithm, features, pricing, and traffic‑protection docs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[281,284,287,290],{"name":282,"slug":283,"type":15},"Performance","performance",{"name":285,"slug":286,"type":15},"Redis","redis",{"name":288,"slug":289,"type":15},"TypeScript","typescript",{"name":9,"slug":8,"type":15},2043,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fratelimit-js","2026-04-06T18:55:05.25459",{"slug":295,"name":295,"fn":296,"description":297,"org":298,"tags":299,"stars":306,"repoUrl":307,"updatedAt":308},"redis-js","manage serverless Redis with Upstash","Work with the Upstash Redis JavaScript\u002FTypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash\u002Fredis search extension), and all Redis data structures. Supports automatic serialization\u002Fdeserialization of JavaScript types. Search also available via @upstash\u002Fsearch-redis and @upstash\u002Fsearch-ioredis adapters for TCP clients.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[300,301,302,305],{"name":13,"slug":14,"type":15},{"name":285,"slug":286,"type":15},{"name":303,"slug":304,"type":15},"Serverless","serverless",{"name":9,"slug":8,"type":15},959,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fredis-js","2026-04-06T18:55:06.549589",{"slug":310,"name":310,"fn":311,"description":312,"org":313,"tags":314,"stars":321,"repoUrl":322,"updatedAt":323},"qstash-js","manage serverless messaging with QStash","Work with the QStash JavaScript\u002FTypeScript SDK for serverless messaging, scheduling. Use when publishing messages to HTTP endpoints, creating schedules, managing queues, verifying incoming messages in serverless environments.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[315,318,319,320],{"name":316,"slug":317,"type":15},"Messaging","messaging",{"name":13,"slug":14,"type":15},{"name":303,"slug":304,"type":15},{"name":9,"slug":8,"type":15},268,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fqstash-js","2026-04-06T18:55:07.811408",{"slug":325,"name":325,"fn":326,"description":327,"org":328,"tags":329,"stars":336,"repoUrl":337,"updatedAt":338},"upstash-workflow-js","build serverless workflows with Upstash","Lightweight guidance for using the Upstash Workflow SDK to define, trigger, and manage workflows. Use this Skill whenever a user wants to create workflow endpoints, run steps, or interact with the Upstash Workflow client.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[330,331,332,333],{"name":13,"slug":14,"type":15},{"name":303,"slug":304,"type":15},{"name":9,"slug":8,"type":15},{"name":334,"slug":335,"type":15},"Workflow Automation","workflow-automation",150,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fworkflow-js","2026-04-06T18:55:09.106744",{"slug":340,"name":340,"fn":341,"description":342,"org":343,"tags":344,"stars":351,"repoUrl":352,"updatedAt":353},"upstash-vector-js","implement vector search with Upstash","Provides quick-start guidance and a unified entry point for Vector features, SDK usage, and integrations. Use when users ask how to work with Vector, its TS SDK, features, or supported frameworks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[345,348,349,350],{"name":346,"slug":347,"type":15},"AI Infrastructure","ai-infrastructure",{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},70,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fvector-js","2026-04-06T18:55:10.452627",{"slug":355,"name":355,"fn":356,"description":357,"org":358,"tags":359,"stars":368,"repoUrl":369,"updatedAt":370},"upstash-box-js","build sandboxed environments with Upstash Box","Work with the @upstash\u002Fbox SDK for sandboxed cloud containers with AI agents, shell, filesystem, and git. Use when building with Upstash Box, creating sandboxed environments, running AI agents in containers, or orchestrating parallel boxes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[360,363,364,367],{"name":361,"slug":362,"type":15},"Agents","agents",{"name":13,"slug":14,"type":15},{"name":365,"slug":366,"type":15},"Sandboxing","sandboxing",{"name":9,"slug":8,"type":15},34,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fbox","2026-04-06T18:55:14.361763",{"slug":4,"name":4,"fn":5,"description":6,"org":372,"tags":373,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[374,375,376,377],{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"slug":8,"name":8,"fn":379,"description":380,"org":381,"tags":382,"stars":389,"repoUrl":390,"updatedAt":391},"build applications with Upstash SDKs","Work with any Upstash TypeScript\u002FJavaScript SDK including Redis, Box, QStash, Workflow, Vector, Search and Ratelimit. Use when the user is working with any Upstash product or SDK.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[383,386,387,388],{"name":384,"slug":385,"type":15},"Database","database",{"name":285,"slug":286,"type":15},{"name":303,"slug":304,"type":15},{"name":9,"slug":8,"type":15},15,"https:\u002F\u002Fgithub.com\u002Fupstash\u002Fskills","2026-04-06T18:55:15.67714",19,{"items":394,"total":402},[395],{"slug":4,"name":4,"fn":5,"description":6,"org":396,"tags":397,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[398,399,400,401],{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},1]