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error types**: Error categories such as preposition, noun form, and verb tense, including both high-level and fine-grained error information.\n- **Custom Models**: Get corrections optimized for your content type, from academic writing, to medical notes, to user-generated reviews.\n- **Enterprise Security**: Contact us for our no data retention policies, [self-hosted/on-premises](https://sapling.ai/onprem) deployment options, and other [cybersecurity policies and procedures](https://sapling.ai/security).\n- **Rich Text Editor Support**: TinyMCE, CKEditor, QuillJS, Trix, ProseMirror, WordPress, Draft.js, Froala, Lexical and others. Sapling's [HTML SDK](https://sapling.ai/docs/sdk/HTML/quickstart) can also be directly imported into HTML pages as JavaScript.\n\n### Node.js\n\nSapling can be run in a Node.js server or script environment.\n\nSee [this folder](https://github.com/saplingai/sapling-samples/tree/master/javascript/script) for an example of grammar checking without UI.\n\n### React\n\nSapling can be imported directly into a React project.\n\nSee [this React App](https://github.com/saplingai/sapling-samples/tree/master/javascript/react-app) for a React demo app.\n\n### Angular\n\nFor Angular support, refer to [this Angular App](https://github.com/saplingai/sapling-samples/tree/master/javascript/angular-app) for an Angular demo app.\n\n### TypeScript\n\nFor TypeScript declarations and how Sapling can be imported directly into a TypeScript project, see [this TypeScript App](https://github.com/saplingai/sapling-samples/tree/master/javascript/angular-app) for a demo app.\n\n## Installation\n\n- `npm install @saplingai/sapling-js`\n- Create a key by following [these instructions](https://sapling.ai/docs/api/api-access).\n\n## Backend Quickstart\n\n```javascript\nimport { Client } from \"@saplingai/sapling-js/client\";\n\nconst apiKey = '<YOUR_API_KEY>';\nconst client = new Client(apiKey);\nclient\n  .edits('I have a apple!')\n  .then(function (response) {\n    console.log(response.data);\n  })\n```\n\nYou should see something like the following output:\n\n```javascript\n{\n  edits: [\n    {\n      end: 8,\n      error_type: \"R:DET:ART\",\n      general_error_type: \"Grammar\",\n      id: \"740071c9-8ea3-583d-a86b-7ef80e5fc91e\",\n      replacement: \"an\",\n      sentence: \"I have a apple\",\n      sentence_start: 0,\n      start: 7\n    }\n  ]\n}\n```\n\nIf you only need to apply the corrections, pass `includeErrorCategories: false`. The API then\nskips error classification (faster and lighter), and each edit comes back without\n`error_type`, `general_error_type` or classifier-generated descriptions:\n\n```javascript\nclient.edits('I have a apple!', undefined, { includeErrorCategories: false, autoApply: true })\n```\n\n### Text classification\n\nZero-shot classification with your own labels (plain names or `{ name, description }` objects, 2–20):\n\n```javascript\nclient\n  .classify(\n    'I was charged twice and the app crashes on launch.',\n    ['billing', { name: 'technical issue', description: 'Bugs, crashes, errors.' }, 'other'],\n    { multiLabel: true, threshold: 0.5, context: 'Support tickets for a SaaS billing product' },\n  )\n  .then(function (response) {\n    console.log(response.data);\n    // { label: 'billing', labels: ['billing', 'technical issue'],\n    //   scores: [{ label: 'billing', score: 0.92 }, ...], rationale: '...', multi_label: true }\n  })\n```\n\n### Style-guide rulesets\n\nCheck text against style rules inline, or save a named ruleset once (owned by\nyour API key's account — its team, for team-scoped keys) and check against it\nby name:\n\n```javascript\n// Define the house style once…\nawait client.saveStyleguideRuleset('House Style', [\n  'no exclamation marks',\n  { name: 'no jargon', description: 'No corporate buzzwords or filler.' },\n]);\n\n// …then check against it by name (names match case-insensitively).\nconst response = await client.styleguide('Our synergy-driven solution!!', 'House Style');\nconsole.log(response.data);\n// { violations: [{ rule: 'no jargon', text: 'synergy-driven solution', ... }],\n//   rules: ['no exclamation marks', 'no jargon'], compliant: false }\n\n// List and delete:\nawait client.styleguideRulesets();          // { rulesets: [{ name, rules, ... }] }\nawait client.deleteStyleguideRuleset('House Style');\n```\n\n## Frontend Quickstart\n\nThe SDK provides a way to automatically apply edit suggestions to any HTML contenteditable and textarea elements.\n\nDo **not** serve a page like this publicly, as it exposes the API key. See documentation [Deploying to Production](https://sapling.ai/docs/sdk/JavaScript/frontend_documentation#deploying-to-production) for an example of setting up the API key with a separate backend environment.\n\n```javascript\nimport { useEffect } from 'react';\nimport { Sapling } from \"@saplingai/sapling-js/observer\";\n\nfunction App() {\n  useEffect(() => {\n    Sapling.init({\n      key: '<YOUR_API_KEY>',\n      endpointHostname: 'https://api.sapling.ai',\n      editPathname: '/api/v1/edits',\n      statusBadge: true,\n      mode: 'dev',\n    });\n\n    const editor = document.getElementById('editor');\n    Sapling.observe(editor);\n  });\n\n  return (\n    <div id=\"editor\" sapling-ignore=\"true\" contentEditable=\"true\">\n      Lets get started!\n    </div>\n  );\n}\n```\n\n## Structured Data Extraction\n\nPull caller-named fields out of unstructured text — invoices, emails, resumes, support tickets.\nPass 1–20 fields (plain names, or `{ name, type, description, required }` objects):\n\n```javascript\nclient\n  .extract(\n    'Invoice INV-1042 for Acme Corp, total $1,299.00, due March 5, 2026.',\n    [\n      'invoice_number',\n      { name: 'total', type: 'number', description: 'Amount due', required: true },\n      { name: 'due_date', type: 'date' },\n      'purchase_order',\n    ],\n    { context: 'A vendor invoice' },\n  )\n  .then(function (response) {\n    console.log(response.data);\n    // { data: { invoice_number: 'INV-1042', total: 1299.0, due_date: '2026-03-05', purchase_order: null },\n    //   fields: [{ name: 'invoice_number', type: 'string', value: 'INV-1042',\n    //              evidence: 'Invoice INV-1042', found: true }, ...],\n    //   missing: ['purchase_order'] }\n  })\n```\n\n`data` always contains every field you asked for, `null` where the text didn't state it, and each\nentry in `fields` carries the verbatim `evidence` span its value came from. Values are coerced to\nthe declared `type` (`'string'` (default), `'number'`, `'integer'`, `'boolean'`, `'date'` returned\nas `YYYY-MM-DD`, or `'list'`), and every value must be grounded in a quote from the text — this is\nextraction, not inference, so a value that isn't stated is reported in `missing` rather than\nguessed.\n\n## Translation\n\nTranslate text into a target language, named by ISO 639 code (`'fr'`, `'zh-TW'`) or English\nname (`'French'`). Line breaks and markup are preserved, and the detected source language is\nreported alongside the translation:\n\n```javascript\nclient\n  .translate('Hello world.\\nSee you at 5pm.', 'fr', { formality: 'formal' })\n  .then(function (response) {\n    console.log(response.data);\n    // { translation: 'Bonjour le monde.\\nÀ 17h.',\n    //   source_lang: 'en', source_lang_name: 'English',\n    //   target_lang: 'fr', target_lang_name: 'French' }\n  })\n```\n\nRegion variants `zh-CN`/`zh-TW`/`zh-HK`, `pt-BR`/`pt-PT`, `en-GB`/`en-US`, `fr-CA` and\n`es-419` are supported as targets; the optional `source_lang` hint never overrides what the\ntext actually is, and `formality` (`'formal'`/`'informal'`) picks the register where the\ntarget language distinguishes them.\n\n## Further Documentation\n\n- Full Sapling HTTP API and SDK [documentation](https://sapling.ai/docs).\n- Create a key by following [these instructions](https://sapling.ai/docs/api/api-access).\n- JavaScript, HTML, and Python [starter code](https://github.com/saplingai/sapling-samples).\n\n## Error handling\n\nEvery client method returns the axios promise, so API errors (a `400` for\nover-limit input, `401` for a bad key, `429` for rate limits, network errors and\ntimeouts) **reject** with the [axios error](https://axios-http.com/docs/handling_errors);\ninspect `error.response.status` / `error.response.data`:\n\n```javascript\ntry {\n  const response = await client.edits(text);\n} catch (error) {\n  console.error(error.response?.status, error.response?.data ?? error.message);\n}\n```\n\nAPI error bodies are JSON objects with a human-readable `msg`, for example\n`{ msg: 'Invalid API key.' }`. The one exception is the 4MB `413`, which uses\n`message`/`result` keys. When a `402` or `429` body has a numeric `retry_after`,\nthe request can succeed after waiting that many seconds. Without it, retrying\nunchanged won't help. See\n[Rate Limits & Errors](https://sapling.ai/docs/rate_limits/).\n\nTo find out why a key is blocked, and for how long, call `accountStatus()`. It\nis unbilled and works while the key is blocked. It reports account-wide blocks:\nan expired key or subscription, depleted credits, a billing limit, the trial\ndaily allowance or the monthly quota. It does not report a single endpoint's\nshort-term rate limit, because each endpoint has its own allowance. For a\n`Capacity used.` 429, use that response's `retry_after` instead:\n\n```javascript\nconst { data } = await client.accountStatus();\nif (!data.api_access) {\n  // blocked_reason: key_expired | subscription_expired | credits_depleted |\n  //   monthly_billing_limit | trial_daily_limit | monthly_quota_exhausted\n  const retry = data.retry_after ? `, retry in ${data.retry_after}s` : '';\n  console.log(`${data.blocked_reason}: ${data.message}${retry}`);\n}\n```\n\nEvery response includes `api_access`, `blocked_reason`, `message` and\n`usage.monthly_quota_chars`. Keys that aren't team-scoped also get the\naccount's `subscription`, prepaid `credits`, `usage.chars_this_month` and, on a\nfree trial, `trial`. See [Account Status](https://sapling.ai/docs/api/account-status/).\nEach call counts as 2,000 characters against the endpoint's own rate-limit\nbucket, so call it when something fails rather than before every request.\n","readmeFilename":"README.md"}