* feat(askai): add compatibility with algolia mcp search tool [DASH-2294] (#2862) ## Summary Fixes DASH-2294 Add compatibility with the Algolia MCP search tool (`algolia_search_index_${string}`) in AskAI. ## Changes - Add `AlgoliaMCPSearchTool` type to handle the Algolia MCP server search tool - Refactor how number of hits are retrieved in `ToolCall` into a `getNumberOfHits` helper ## Test plan - Added unit tests for modified code ✅ * chore: Update to use tsdown for build system (#2824) * chore: Update to use tsdown for build system * fix: docsearch-react build * fix: lint * fix: glob resolved to incorrect version * chore: migrate to from yarn, lerna and shipjs to bun & changesets (#2827) * chore: add tool-versions file for node and bun versions (#2866) * chore: watch in parallel (#2867) * feat: agent studio feedback integration (#2868) * feat(askai): Split Ask AI modal into own component (#2884) * feat(askai): Split Ask AI modal into own component * refactor(react): share modal utilities * refactor(react): share search box form * refactor(react): extract start screen sections * refactor(react): extract shared modal hooks * fix: lint adapter * refactor(react): reorganize modal files * fix: type error in examples * fix: remove ai modal from adapter for now, fix import paths of react package * feat(askai): Agent Studio core tools (#2886) * feat(askai): Implement dynamic tool calls * move ToolCall to components dir * Converge Agent Studio search tools to same definition, fix client side tools breaking UI state * add examples for custom tools * fix: lint & types * feat(askai): add Agent Studio memory support (#2888) * feat(askai): remove Ask AI transport layer (#2889) * feat(askai): add Agent Studio memory support * refactor(askai): remove Ask AI transport abstraction * feat(askai): Feedback notes and tags (#2890) * feat(askai): add Agent Studio memory support * refactor(askai): remove Ask AI transport abstraction * feat(askai): Feedback notes and tags * fix: bump css bundle size limit * move feedback actions to components * chore: fix deploys for v5 branch * feat(askai): Aggregate MCP search tool calls (#2891) * feat(askai): add Agent Studio memory support * refactor(askai): remove Ask AI transport abstraction * feat(askai): Feedback notes and tags * fix: bump css bundle size limit * move feedback actions to components * feat(askai): Aggregate MCP search tool calls * feat(askai): Allow dynamic indices for Agent Studio (#2893) * feat(v5): UI updates (#2896) * feat(v5): UI updates * fix: css file size * fix: e2e tests * fix: e2e tests * fix: e2e tests * chore: add theme toggle to react demo example * Update sources panel display, update dark theme * fix: lint * fix(askai): address ui review feedback * fix: pin icon positioning * fix(askai): improve a11y and dark-mode shimmer for thinking and error states - add role=alert/status and aria-hidden on error/thinking UI - support dark-mode shimmer gradients via CSS variables - respect prefers-reduced-motion for shimmer - handle null date in useRelativeFormattedDate with fallback translation * feat(v5): Add hit breadcrumbs (#2897) * feat(v5): UI updates * fix: css file size * fix: e2e tests * fix: e2e tests * fix: e2e tests * chore: add theme toggle to react demo example * Update sources panel display, update dark theme * fix: lint * fix(askai): address ui review feedback * fix: pin icon positioning * fix(askai): improve a11y and dark-mode shimmer for thinking and error states - add role=alert/status and aria-hidden on error/thinking UI - support dark-mode shimmer gradients via CSS variables - respect prefers-reduced-motion for shimmer - handle null date in useRelativeFormattedDate with fallback translation * feat(v5): Add hit breadcrumbs * fix: bump css bundle size limit * Fix after conflicts * chore: move CSS building to lightning css (#2898) * feat: Facet filters for search (#2899) * feat(v5): Initial facet filters work * Perf updates, dark theme, facet chips, a11y improvements * fix: bump css bundle size limit * Dedupe facet filters, refetch facets on searchParameters changes * Add chevron flourish * fix(askai): Fix new conversation causing thread depth errors (#2900) * feat(v5): Add hit result badge (#2901) * feat(v5): Add hit result badge * Add background to hit result badge * feat(v5): Add follow up prompt suggestions (#2902) * feat(v5): Add follow up prompt suggestions * fix: bump css bundle size limit * docs(agents): document Cursor Cloud dev environment setup for v5 (Bun) (#2903) Co-authored-by: Cursor Agent <cursoragent@cursor.com> * feat(mcp): setup mcp plugins (#2895) * feat(v5): Add prompt suggestions to keyword search (#2912) * feat(v5): Add prompt suggestions to keyword search * cleanup: Move consistent object to reusable constant * chore(v5): Split Ask AI related CSS into own bundle (#2913) * chore(v5): Split Ask AI related CSS into own bundle * move style.css to include modal and askai * fix: Ensure stage level and watch level scripts use bun runtime (#2915) * fix: Ensure stage level and watch level scripts use bun runtime * chore: move to node@24 update imports * fix: lint * feat(js): Document JS based hybrid mode, fix JS packages (#2916) * feat(js): Document JS based hybrid mode, fix JS packages * update: add model onOpen to docs * feat(cli): add @docsearch/cli for MCP setup and search (#2911) * chore(tsdown): Bump to latest tsdown version (#2918) * chore(tsdown): Bump to latest tsdown version * fix: bump nvmrc node version * fix: cli tsconfig * fix: website build * fix: example build * fix: circleci install bun * fix: lint * fix: circleci install bun * fix: circleci install bun * fix: circleci install bun * refactor(docusaurus-adapter): rework theme config for v5 and modularize SearchPage (#2904) Co-authored-by: Paul Jankowski <8BitTitan@gmail.com> * feat(askai): Move askai related props under root askai (#2919) * feat(askai): Move askai related props under root askai * fix: playwright test case * fix(docusaurus): validate Ask AI options * feat(js): Split JS bundles for search only (#2920) * chore: Move to oxlint and oxfmt (#2923) * chore: Get NPM OIDC token before publishing (#2924) * chore: Enter v5 beta (#2925) * chore: Enter pre release mode for v5 * chore: update release summary * chore: version bump * fix: Remove NPM_ID_TOKEN for release * fix: Try setting blank NPM_TOKEN * fix: Try blank NPM_AUTH_TOKEN * chore: bump node and npm for release job * docs(mcp): add service disclaimer (#2921) * fix: Agent Studio MCP search tool (#2927) * fix: Agent Studio MCP search tool * Add changeset * chore: Update stylelint (#2926) * chore: stylelint update * bun.lock * Add changeset * fix(website): use bare @import for tailwindcss (#2933) Tailwind's build-time `@import` cannot be written with `url()` notation, so `@import url('tailwindcss')` was passed through as a plain CSS import instead of being processed by Tailwind. Also syncs bun.lock with the 5.0.0-beta.0 versions already committed to package.json. * chore: version v5.0.0-beta.1 (#2932) * feat(react): remove deprecated index props (#2936) * feat(mcp): add ChatGPT and Codex DocSearch plugin package (#2938) * fix: cleanup claude * feat: website redesign (#2930) Co-authored-by: Cursor <cursoragent@cursor.com> * fix: lint * fix: crash on the demo (#2940) * feat(docs): Document v5 beta (#2935) * chore(docs): v5 documentation * Writing style clean up * fix: website after conflicts * fix: reported issues on mobile (#2944) * chore: Introduce a11y smoke tests (#2943) * chore: Add Lorris as codeowner (#2946) * fix(askai): Ask AI fixes for v5 (#2945) * fix: General v5 fixes (#2947) - Fix `ref` console error for a `FacetMenu` - Whitespace only search/conversation input does not trigger requests - Fix flash of no results page on search * feat: v5 general improvements (#2948) * feat(v5): General fixes and improvements * add changeset * fix: bundlesize * feat(v5): UI and DX improvements (#2949) * feat: Rename assistantId to agentId * feat: Allow reading default facet values from index searchParameters * feat: Remove indexName prop from Sidepanel, cleanup documentation pages * feat: Move appId and apiKey up into @docsearch/core * feat: Add back nested grouping of search results * add changeset * revert changes to example demo * fix: e2e tests * chore: push git tags on version release (#2951) * chore: release v5.0.0-beta.2 (#2950) * chore: Fix pushing git tags (#2953) * fix(askai): sanitize markdown HTML in v5 (#2954) Backport of #2929.\n\nOriginal commit:681cbfec03Co-authored-by: Vasco Bettencourt <32492444+vascobettencourt@users.noreply.github.com> * fix(v5): stop truncating mobile snippets (#2958) * fix(v5): stop truncating mobile snippets Backport of #2907.\n\nOriginal commit:9ad6d169fe* fix(v5): allow mobile hit text to wrap Completes the v5 adaptation of #2907 by overriding later v5 child-level truncation rules.\n\nOriginal commit:9ad6d169fe* chore(v5): account for mobile wrapping CSS Updates the CSS size budget for the v5 adaptation of #2907.\n\nOriginal commit:9ad6d169fe--------- Co-authored-by: Divyansh Singh <40380293+brc-dd@users.noreply.github.com> * feat(v5): Add new footerAction prop (#2952) * feat(v5): Add new footerAction prop * Resolve PR comments * fix(v5): recognize conversation depth errors (#2957) Backport of #2881.\n\nOriginal commit:f68e52251cCo-authored-by: Felipe Bermudez <felipeberm@gmail.com> * fix(v5): expose Sidepanel search parameter types (#2956) * fix(v5): expose Sidepanel search parameter types Backport of #2906.\n\nOriginal commit:4710d0ca77* Delete sidepanel.test.ts Had a pointless test case in it. --------- Co-authored-by: Divyansh Singh <40380293+brc-dd@users.noreply.github.com> * fix(v5): ignore slash shortcut on focused buttons (#2955) Backport of #2871.\n\nOriginal commit:0e41a78c44Co-authored-by: Sigmabro <122412346+Sigmabrogz@users.noreply.github.com> * fix(agentStudio): agents dynamic mode enabled (#2959) * fix(agentStudio): agents dynamic mode enabled * fix(askai): use string[] for dynamic agentStudio indices * feat(docs): add Ask AI to Agent Studio migration guide (#2931) * feat(docs): add Ask AI to Agent Studio migration guide * feat(docs): agentStudio migrating from askAI * feat(docs): renaming agentId * feat(agentStudio): dynamic mode indices updated * fix: Docusaurus adapter styling, DocSearch website fixes (#2960) * chore: release v5.0.0-beta.3 (#2961) * feat(website): Launch updates (#2964) * fix(website): Fix font loading (#2966) * feat(v5): Back port cost control errors (#2965) * chore: release v5.0.0-beta.4 (#2967) --------- Co-authored-by: Vincent Lemeunier <vincentlemeunier+git@gmail.com> Co-authored-by: Dylan Tientcheu <dylan.tientcheu@algolia.com> Co-authored-by: Lorris Saint-Genez <lorrissaintgenez@gmail.com> Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Dylan Tientcheu <dylantientcheu@gmail.com> Co-authored-by: Vasco Bettencourt <32492444+vascobettencourt@users.noreply.github.com> Co-authored-by: Divyansh Singh <40380293+brc-dd@users.noreply.github.com> Co-authored-by: Felipe Bermudez <felipeberm@gmail.com> Co-authored-by: Sigmabro <122412346+Sigmabrogz@users.noreply.github.com>
418 lines
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418 lines
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---
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title: Getting Started with v4
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---
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import Tabs from '@theme/Tabs';
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import TabItem from '@theme/TabItem';
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## Introduction
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DocSearch v4 provides a significant upgrade over previous versions, offering enhanced accessibility, responsiveness, and an improved search experience for your documentation. Built on [Algolia Autocomplete][1], DocSearch v4 ensures a seamless integration trusted by leading documentation sites worldwide.
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## Installation
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> Looking for the Composable API documentation? You can find it [here][17].
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DocSearch packages are available on the [npm registry][10].
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### Docusaurus users
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If your docs site is powered by Docusaurus, use [`@docsearch/docusaurus-adapter`](/docs/docusaurus-adapter) for the latest DocSearch features (including new Ask AI capabilities such as sidepanel support), while keeping `@docusaurus/preset-classic`.
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<Tabs
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groupId="language"
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defaultValue="js"
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values={[
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{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
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]
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}>
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<TabItem value="js">
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```bash
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yarn add @docsearch/js@4
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# or with npm
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npm install @docsearch/js@4
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```
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### Without package manager
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Include CSS in your website's `<head>`
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```html
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<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@docsearch/css@4" />
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```
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And the JavaScript at the end of your `<body>`:
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```html
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<script src="https://cdn.jsdelivr.net/npm/@docsearch/js@4"></script>
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```
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</TabItem>
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<TabItem value="react">
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```bash
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yarn add @docsearch/react@4
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# or
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npm install @docsearch/react@4
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```
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### Without package manager
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Include CSS in your website's `<head>`:
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```html
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<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@docsearch/css@4" />
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```
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And the JavaScript at the end of your `<body>`:
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```html
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<script src="https://cdn.jsdelivr.net/npm/@docsearch/react@4"></script>
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```
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</TabItem>
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</Tabs>
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### Optimize first query performance
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Enhance your users' first search experience by using `preconnect`, see [Performance optimization](#preconnect) below
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## Implementation
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<Tabs
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groupId="language"
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defaultValue="js"
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values={[
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{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
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]
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}>
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<TabItem value="js">
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DocSearch requires a dedicated container in your HTML
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```html
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<div id="docsearch"></div>
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```
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Initialize DocSearch by passing your container:
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```js app.js
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import docsearch from '@docsearch/js';
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import '@docsearch/css';
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docsearch({
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container: '#docsearch',
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appId: 'YOUR_APP_ID',
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indexName: 'YOUR_INDEX_NAME',
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apiKey: 'YOUR_SEARCH_API_KEY',
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});
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```
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DocSearch generates an accessible, fully-functional search input for you automatically.
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</TabItem>
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<TabItem value="react">
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Integrating DocSearch into your React app is straightforward:
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```jsx App.js
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import { DocSearch } from '@docsearch/react';
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import '@docsearch/css';
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function App() {
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return (
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<DocSearch
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appId="YOUR_APP_ID"
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indexName="YOUR_INDEX_NAME"
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apiKey="YOUR_SEARCH_API_KEY"
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/>
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);
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}
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export default App;
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```
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DocSearch generates a fully accessible search input out-of-the-box.
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</TabItem>
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</Tabs>
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### Quick Testing (without credentials)
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If you'd like to test DocSearch immediately without your own credentials, use our demo configuration:
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<Tabs
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groupId="language"
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defaultValue="js"
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values={[
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{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
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]
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}>
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<TabItem value="js">
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```js
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docsearch({
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appId: 'PMZUYBQDAK',
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apiKey: '24b09689d5b4223813d9b8e48563c8f6',
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indexName: 'docsearch',
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askAi: 'askAIDemo',
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});
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```
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</TabItem>
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<TabItem value="react">
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```jsx
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<DocSearch
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appId="PMZUYBQDAK"
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apiKey="24b09689d5b4223813d9b8e48563c8f6"
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indexName="docsearch"
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askAi="askAIDemo"
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/>
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```
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</TabItem>
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</Tabs>
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Or use our new dedicated [DocSearch Playground](https://community.algolia.com/docsearch-playground/)
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### Using DocSearch with Ask AI
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DocSearch v4 introduces support for Ask AI, Algolia's advanced, AI-powered search capability. Ask AI enhances the user experience by providing contextually relevant and intelligent responses directly from your documentation. You can also use the same `askAi` configuration object to route chat through Agent Studio.
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To enable Ask AI, you can add your Algolia Assistant ID as a string, or use an object for more advanced configuration (such as specifying a different index, credentials, search parameters, or enabling Agent Studio):
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<Tabs groupId="askai-format" defaultValue="string" values={[{ label: 'String', value: 'string' }, { label: 'Object', value: 'object' }]}>
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<TabItem value="string">
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```js
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docsearch({
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appId: 'YOUR_APP_ID',
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indexName: 'YOUR_INDEX_NAME',
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apiKey: 'YOUR_SEARCH_API_KEY',
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askAi: 'YOUR_ALGOLIA_ASSISTANT_ID',
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});
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```
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</TabItem>
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<TabItem value="object">
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```js
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docsearch({
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appId: 'YOUR_APP_ID',
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indexName: 'YOUR_INDEX_NAME',
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apiKey: 'YOUR_SEARCH_API_KEY',
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askAi: {
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indexName: 'YOUR_MARKDOWN_INDEX', // Optional: use a different index for Ask AI
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apiKey: 'YOUR_SEARCH_API_KEY', // Optional: use a different API key for Ask AI
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appId: 'YOUR_APP_ID', // Optional: use a different App ID for Ask AI
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assistantId: 'YOUR_ALGOLIA_ASSISTANT_ID',
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searchParameters: {
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facetFilters: ['language:en', 'version:1.0.0'], // Optional: filter Ask AI context
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},
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suggestedQuestions: true // Optional: enable loading suggested questions on the Ask AI new conversation screen
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},
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});
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```
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</TabItem>
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</Tabs>
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- Use the string form for a simple setup.
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- Use the object form to customize which index, credentials, or filters Ask AI uses.
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- The suggested questions feature is controlled on the [Dashboard](https://dashboard.algolia.com) in the Ask AI section.
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### Using Agent Studio with DocSearch
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To use [Algolia Agent Studio](https://www.algolia.com/doc/guides/algolia-ai/agent-studio) as the chat backend, set `agentStudio: true` inside the `askAi` object and pass your Agent Studio **agent ID** as `assistantId`. Full migration steps (v4, v5, and custom Ask AI API) are in [Migrate Ask AI to Agent Studio](/docs/v4/v4/migrating-askai-to-agent-studio).
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```js
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docsearch({
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appId: 'YOUR_APP_ID',
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indexName: 'YOUR_INDEX_NAME',
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apiKey: 'YOUR_SEARCH_API_KEY',
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askAi: {
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assistantId: 'YOUR_ALGOLIA_ASSISTANT_ID',
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agentStudio: true,
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searchParameters: {
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YOUR_INDEX_NAME: {
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filters: 'type:content AND language:en',
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attributesToRetrieve: ['title', 'content', 'url'],
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restrictSearchableAttributes: ['title', 'content'],
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distinct: 'url',
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},
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},
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},
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});
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```
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- `agentStudio` is configured inside `askAi`, not as a top-level DocSearch prop.
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- When `agentStudio: true`, `searchParameters` must be keyed by index name.
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- Agent Studio search parameters support `filters`, `attributesToRetrieve`, `restrictSearchableAttributes`, and `distinct`.
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### Filtering search results
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#### Keyword search
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If your website uses [DocSearch meta tags][13] or if you've added [custom variables to your config][14], you'll be able to use the [`facetFilters`][16] option to scope your search results to a [`facet`][15]
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This is useful to limit the scope of the search to one language or one version.
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<Tabs
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groupId="language"
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defaultValue="js"
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values={[
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{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
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]
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}>
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<TabItem value="js">
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```js
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docsearch({
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searchParameters: {
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facetFilters: ['language:en', 'version:1.0.0'],
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},
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});
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```
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</TabItem>
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<TabItem value="react">
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```jsx
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<DocSearch
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searchParameters={{
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facetFilters: ['language:en', 'version:1.0.0'],
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}}
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/>
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```
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</TabItem>
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</Tabs>
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#### Ask AI
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Filtering also applies when using Ask AI. This is useful to limit the scope of the LLM's search to only relevant results.
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:::info
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We recommend using the `facetFilters` option when using Ask AI with multiple languages or any multi-faceted index.
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:::
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<Tabs
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groupId="language"
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defaultValue="js"
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values={[
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{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
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]
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}>
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<TabItem value="js">
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```js
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docsearch({
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askAi: {
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assistantId: 'YOUR_ALGOLIA_ASSISTANT_ID',
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searchParameters: {
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facetFilters: ['language:en', 'version:1.0.0'],
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},
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},
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});
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```
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</TabItem>
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<TabItem value="react">
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```jsx
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<DocSearch
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askAi={{
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assistantId: 'YOUR_ALGOLIA_ASSISTANT_ID',
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searchParameters: {
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facetFilters: ['language:en', 'version:1.0.0'],
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},
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}}
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/>
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```
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</TabItem>
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</Tabs>
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:::tip
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You can use `facetFilters: ['type:content']` to ensure Ask AI only uses records where the `type` attribute is `content` (i.e., only records that actually have content). This is useful if your index contains records for navigation, metadata, or other non-content types.
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:::
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|
|
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### Sending events
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|
|
|
You can send search events to your DocSearch index by passing in the `insights` parameter when creating your DocSearch instance.
|
|
|
|
<Tabs
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groupId="language"
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|
defaultValue="js"
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values={[
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|
{ label: 'JavaScript', value: 'js', },
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{ label: 'React', value: 'react', }
|
|
]
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|
}>
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<TabItem value="js">
|
|
|
|
```diff
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|
docsearch({
|
|
// other options
|
|
+ insights: true,
|
|
});
|
|
```
|
|
|
|
</TabItem>
|
|
|
|
<TabItem value="react">
|
|
|
|
```diff
|
|
<DocSearch
|
|
// other options
|
|
+ insights={true}
|
|
/>
|
|
```
|
|
|
|
</TabItem>
|
|
|
|
</Tabs>
|
|
|
|
## Performance optimization
|
|
|
|
### Preconnect
|
|
|
|
Improve the loading speed of your initial search request by adding this snippet into your website's `<head>` section:
|
|
|
|
```html
|
|
<link rel="preconnect" href="https://YOUR_APP_ID-dsn.algolia.net" crossorigin />
|
|
```
|
|
|
|
This helps the browser establish a quick connection with Algolia, enhancing user experience, especially on mobile devices.
|
|
|
|
[1]: https://www.algolia.com/doc/ui-libraries/autocomplete/introduction/what-is-autocomplete/
|
|
[2]: https://github.com/algolia/docsearch/
|
|
[3]: https://github.com/algolia/docsearch/tree/master
|
|
[4]: /docs/legacy/dropdown
|
|
[5]: /docs/integrations
|
|
[6]: https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Selectors
|
|
[7]: https://developer.mozilla.org/en-US/docs/Web/API/HTMLElement
|
|
[8]: https://codesandbox.io/s/docsearch-js-v3-playground-z9oxj
|
|
[9]: https://codesandbox.io/s/docsearch-react-v3-playground-619yg
|
|
[10]: https://www.npmjs.com/
|
|
[11]: /docs/api#container
|
|
[12]: /docs/api
|
|
[13]: /docs/required-configuration#introduce-global-information-as-meta-tags
|
|
[14]: /docs/record-extractor#indexing-content-for-faceting
|
|
[15]: https://www.algolia.com/doc/guides/managing-results/refine-results/faceting/
|
|
[16]: https://www.algolia.com/doc/guides/managing-results/refine-results/filtering/#facetfilters
|
|
[17]: /docs/composable-api
|