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API Client - Generated from openapi-docs.yml","maintainers":[{"name":"vtempest","email":"grokthiscontact@gmail.com"}],"readme":"<p align=\"center\">\n    <img src=\"https://i.imgur.com/ZMY9Xy7.png\" />\n    <a href=\"https://better-auth.com/docs/introduction\" target=\"_blank\"><img src=\"https://i.imgur.com/eaGdjBq.png\" alt=\"better-auth\" /></a>\n</p>\n\n<!-- template-git-repo:badges:start -->\n<p align=\"center\">\n    <a href=\"https://qwksearch.com/api\"><img src=\"https://img.shields.io/badge/Docs-blue?logo=ReadTheDocs&logoColor=white\" alt=\"Documentation\" /></a>\n    <br />\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/stargazers\"><img src=\"https://img.shields.io/github/stars/OpenSourceAGI/qwksearch-research-agent\" alt=\"GitHub Stars\" /></a>\n    <a href=\"https://www.npmjs.com/package/qwksearch-api-client\"><img src=\"https://img.shields.io/npm/dm/qwksearch-api-client.svg\" alt=\"NPM Monthly Downloads\" /></a>\n    <a href=\"https://www.npmjs.com/package/qwksearch-api-client\"><img src=\"https://img.shields.io/npm/v/qwksearch-api-client.svg\" alt=\"npm version\" /></a>\n    <a href=\"https://www.npmjs.com/package/qwksearch-api-client\"><img src=\"https://img.shields.io/npm/dt/qwksearch-api-client.svg\" alt=\"NPM Total Downloads\" /></a>\n    <a href=\"https://www.npmjs.com/package/qwksearch-api-client\"><img src=\"https://img.shields.io/npm/types/qwksearch-api-client\" alt=\"TypeScript types\" /></a>\n    <a href=\"https://packagephobia.com/result?p=qwksearch-api-client\"><img src=\"https://packagephobia.com/badge?p=qwksearch-api-client\" alt=\"Install size\" /></a>\n    <br />\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/issues\"><img src=\"https://img.shields.io/github/issues/OpenSourceAGI/qwksearch-research-agent?logo=github\" alt=\"GitHub Issues\" /></a>\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/pulls\"><img src=\"https://img.shields.io/github/issues-pr/OpenSourceAGI/qwksearch-research-agent?logo=github&label=PRs\" alt=\"Open Pull Requests\" /></a>\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/pulls?q=is%3Apr+is%3Aclosed\"><img src=\"https://img.shields.io/github/issues-pr-closed/OpenSourceAGI/qwksearch-research-agent?logo=github&label=PRs%20merged&color=8957e5\" alt=\"Merged Pull Requests\" /></a>\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/discussions\"><img src=\"https://img.shields.io/github/discussions/OpenSourceAGI/qwksearch-research-agent\" alt=\"GitHub Discussions\" /></a>\n    <a href=\"https://github.com/OpenSourceAGI/qwksearch-research-agent/commits/master/\"><img src=\"https://img.shields.io/github/last-commit/OpenSourceAGI/qwksearch-research-agent.svg\" alt=\"GitHub last commit\" /></a>\n    <br />\n    <a href=\"https://stackblitz.com/github/OpenSourceAGI/qwksearch-research-agent/tree/master/packages/qwksearch-api-client\"><img height=\"20px\" src=\"https://developer.stackblitz.com/img/open_in_stackblitz.svg\" alt=\"Open in StackBlitz\" /></a>\n    <img src=\"https://img.shields.io/badge/Bun-14151A?logo=bun&logoColor=white\" alt=\"Bun\" /> <img src=\"https://img.shields.io/badge/Vite-646CFF?logo=vite&logoColor=white\" alt=\"Vite\" /> <img src=\"https://img.shields.io/badge/Vitest-6E9F18?logo=vitest&logoColor=white\" alt=\"Vitest\" />\n</p>\n<!-- template-git-repo:badges:end -->\n\n<p align=\"center\">\n  <a href=\"https://qwksearch.com\">Demo</a> •\n  <a href=\"https://airesearch.js.org\">Documentation</a> •\n  <a href=\"https://github.com/vtempest/ai-research-agent\">GitHub</a>\n</p>\n\n\n## 🧠💻 Reimagine the Internet as Self-Organizing Mind Map\n\n<p align=\"center\">\n <img  src=\"https://i.imgur.com/Z9OJMwd.gif\" />\n</p>\n\nCritical times call for critical thinkers to create a crowdsourced argument reasoning dataset, for AI models to recommend research quotes, to evolve crowdsourced chain-of-thought reasoning, to unlock faster ways to read long articles, to monitor developments by topic modeling a knowledge base graph, and to provide a public service of answers to research.\n\nLanguage Models can distill the essence of collective thought into a vector space where every point has a weighted value representing its contribution to the overall decision-making process. AI will show its reasoning based on what sentences and cites it used from the collective research, so that people can see it is aligned with our interests. Research Agents recommend articles for human researchers working alongside AI to develop a summarized topic outline as a public service. The agents monitor for any related articles via web searches for keywords associated with that Topic Model. Imagine uploading a research paper, then the app extracts full text of reference cites and creates topic model and keyword summaries, then monitors that literature base and stores highlights. People will make personal knowledge bases of what influences them to create AI assistants cloning their mind-uploaded perspective and interests in a self-organizing mind map.\n\n```bash\n# Download Source\nbun x git0 vtempest/qwksearch-research-agent\n```\n\n```bash\n# Import API Client\nbun i qwksearch-api-client\n```\n\n## Overview\n\nThe typed client for the QwkSearch API — 85 functions generated from\n[`qwksearch-openapi.json`](./qwksearch-openapi.json) with\n[Hey API](https://heyapi.dev), covering research chat and search, article Q&A,\nURL/PDF/YouTube scraping, the REASON document store, voice, provider and model\nconfig, MCP servers, NotebookLM and accounts.\n\n\n\n## Transport: every call goes through `grab`\n\nThe generated SDK is wired to [**api2client**](https://github.com/OpenSourceAGI/GRAB-URL/tree/master/packages/api2client),\na [Hey API](https://heyapi.dev) client backed by [`grab`](https://grab.js.org),\nrather than to `fetch`. The functions, their options and the\n`{ data, error, request, response }` result are unchanged — only the transport\nunderneath is different — so every endpoint in this client picks up grab's\ncaching, retries, rate limiting, request dedupe, mock server and shared\nrequest log.\n\nThose are per-request options, alongside the usual `body`/`path`/`query`:\n\n```javascript\nconst { data, error } = await agentSearch({\n  query: { q: 'quantum computing' },\n  cache: true,          // serve repeats from grab's cache\n  cacheForTime: 60,     // …for 60 seconds\n  retryAttempts: 2,\n  timeout: 15,\n  rateLimit: 1,         // min seconds between calls to this path\n});\n```\n\nOr client-wide, for every call on that client:\n\n```javascript\nimport { createClient, createConfig } from 'qwksearch-api-client/client';\n\nconst client = createClient(createConfig({ cache: true, retryAttempts: 2 }));\nawait agentSearch({ query: { q: 'quantum computing' }, client });\n```\n\nBecause grab keys its cache, dedupe and mocks by **path**, an endpoint can be\nstubbed without touching the network:\n\n```javascript\nimport { grab } from 'grab-url';\n\ngrab.mock['/agent/search'] = { response: { results: [] } };\n```\n\n> Recovering the HTTP status and the parsed error body from behind grab needs\n> its `onRawResponse` hook, added in **grab-url 1.6.23**. On an older grab,\n> api2client cannot hand back a `Response`, so `result.response` is\n> `undefined` and `result.error` is grab's own `\"HTTP error: <status>\"` string\n> instead of the handler's JSON body.\n\n## Complete Example: Research Pipeline\n\nSearch the web, read the top results, then ask a question grounded in them:\n\n```javascript\nimport { agentSearch, scrapeGet, articleQa } from 'qwksearch-api-client';\n\nasync function researchTopic(topic) {\n  // 1. Search for relevant articles\n  const { data: search } = await agentSearch({\n    query: { q: topic, cat: 'science', recency: 'month' },\n  });\n\n  console.log(`Found ${search.results.length} results`);\n\n  // 2. Read the top 3 results\n  const articles = await Promise.all(\n    search.results.slice(0, 3).map(async ({ url }) => {\n      const { data } = await scrapeGet({ query: { url, format: 'json' } });\n      return data;\n    }),\n  );\n\n  // 3. Ask a question grounded in all of them\n  const combinedText = articles\n    .map((a) => `${a.title}\\n\\n${a.html}`)\n    .join('\\n\\n---\\n\\n');\n\n  const { data: answer } = await articleQa({\n    body: {\n      article: combinedText,\n      question: `Summarise the state of ${topic} in bullet points.`,\n      chatModel: { providerId: 'groq', key: 'llama-3.3-70b-versatile' },\n    },\n  });\n\n  return { searchResults: search.results, articles, summary: answer.content };\n}\n\nresearchTopic('quantum computing applications').then((results) => {\n  console.log('Research Summary:');\n  console.log(results.summary);\n});\n```\n\nEvery function returns `{ data, error, request, response }` and **does not\nthrow** by default — read `error`, or pass `throwOnError: true`.\n\n---\n\n\n## API Endpoints\n\nThe full, current surface is the generated SDK itself — 85 typed functions, one\nper operation in [`qwksearch-openapi.json`](./qwksearch-openapi.json), which\nthis package also exports:\n\n```javascript\nimport spec from 'qwksearch-api-client/openapi.json';\n```\n\nBrowse it rendered at [qwksearch.com/api](https://qwksearch.com/api),\nor by area:\n\n| Area | Functions |\n| --- | --- |\n| Agent | `agentChat`, `agentSearch`, `articleQa`, `articleFollowups`, `generateSuggestions`, `discoverContent`, `rewriteText`, `autocomplete` |\n| Chats | `listChats`, `getChatById`, `searchChats`, `saveMessage`, `shareChat`, `deleteChatById`, `deleteAllChats` |\n| Documents | `listDocuments`, `createDocument`, `getDocumentById`, `updateDocument`, `deleteDocument`, `shareDocument`, `getSharedDocument` |\n| Articles & quotes | `getArticle`, `updateArticle`, `listQuotes`, `createQuote`, `updateQuote`, `deleteQuote`, `listFavorites`, `addFavorite`, `removeFavorite` |\n| Files | `uploadFiles`, `getUploadedFile`, `deleteUploadedFile`, `getUserStorage` |\n| Voice | `transcribeAudio`, `textToSpeech` |\n| Config & models | `getConfig`, `saveConfig`, `listProviders`, `addProvider`, `updateProvider`, `deleteProvider`, `addProviderModel`, `deleteProviderModel`, `testModels` |\n| MCP | `listMcpServers`, `addMcpServer`, `updateMcpServer`, `toggleMcpServer`, `deleteMcpServer` |\n| Search & scraping | `agentSearch`, `listSearchEngines`, `getEngineStatus`, `updateEngineStatus`, `testSearchEngines`, `scrapeGet`, `scrapePost` |\n| Google Docs / Drive | `googleDocsAuth`, `googleDocsAuthStatus`, `googleDocsCallback`, `exportToGoogleDocs`, `importFromGoogleDocs`, `getGoogleDriveFile`, `shareGoogleDoc`, `getGoogleToken`, `refreshGoogleToken` |\n| NotebookLM | `notebooklmLogin`, `getNotebooklmStatus`, `disconnectNotebooklm`, `listNotebooks`, `createNotebook`, `deleteNotebook`, `askNotebook`, `listNotebookSources`, `addNotebookSource`, `generateNotebookAudio` |\n| Accounts | `getUser`, `updateUser`, `deleteUser`, `deleteUserAccount`, `changePassword`, `listSessions`, `revokeSession`, `revokeOtherSessions`, `listUserAccounts` |\n\n### Removed in 1.0: `extractContent`, `writeLanguage`, `searchWeb`\n\nThe 0.x client wrapped three endpoints — `/extract`, `/agents` and `/search`.\nAll three are gone from the API, and so are those three functions. `/agents`\nin particular now answers **501** and says so. Replace them with:\n\n| 0.x | Use instead |\n| --- | --- |\n| `searchWeb({ query: { q } })` | `agentSearch({ query: { q } })` |\n| `extractContent({ query: { url } })` | `scrapeGet({ query: { url } })` |\n| `writeLanguage({ body: { agent: 'question', article } })` | `articleQa({ body: { article, question } })` |\n| `writeLanguage({ body: { agent: 'summarize-bullets', article } })` | `articleQa({ body: { article, question: 'Summarise this in bullet points.' } })` |\n| anything conversational | `agentChat` (server-sent events) |\n\nImporting a removed function is not a runtime error — it is `undefined` until\nyou call it, and bundlers only warn. Check against the table above.\n\n## Installation\n\n### NPM Package\n\n```bash\nnpm install qwksearch-api-client\n```\n\n---\n\n\n\n## Links\n\n- **Documentation**: [airesearch.js.org](https://airesearch.js.org/)\n- **Demo**: [qwksearch.com](https://qwksearch.com/)\n- **GitHub**: [github.com/vtempest/ai-research-agent](https://github.com/vtempest/ai-research-agent)\n- **OpenAPI Spec**: [View Full Specification](./qwksearch-openapi.yml)\n\n- [LLM Training Example](https://github.com/vtempest/ai-research-agent/blob/master/packages/neural-net/src/train/predict-next-word.js)\n- [LangChain ReactAgent Tools](https://medium.com/@terrycho/how-langchain-agent-works-internally-trace-by-using-langsmith-df23766e7fb4)\n- [Hugging Face Tutorials](https://huggingface.co/learn)\n- [OpenAI Cookbook](https://cookbook.openai.com)\n- [Transformer Overview](https://jalammar.github.io/illustrated-transformer/)\n- [Building Transformer Guide](https://www.datacamp.com/tutorial/building-a-transformer-with-py-torch)\n- [PyTorch Overview](https://www.learnpytorch.io/pytorch_cheatsheet/)\n- [SearXNG Overview](https://medium.com/@elmo92/search-in-peace-with--an-alternative-search-engine-that-keeps-your-searches-private-accd8cddd6fc)\n- [Evaluating Large Language Models in Scientific Discovery](https://arxiv.org/pdf/2512.15567)\n---\n","readmeFilename":"README.md"}