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React hooks — useSearch, useSimilar, useQuery, useStreamSearch, useStreamQuery, useSubscribe, useObserve, useFeed, useAnalyze + headless chart-shape utilities","maintainers":[{"name":"daretodave","email":"me@dave.blue"}],"readme":"

\n \"SemiLayer\"\n
\n @semilayer/react\n

\n\n

\nReact hooks for SemiLayer — useSearch, useSimilar, useQuery, useStreamSearch, useSubscribe, useObserve, useFeed, useAnalyze, useAnalyzeRows, useAnalyzeList. Thin wrappers over @semilayer/client that handle loading, error, pagination, and live-update state.\n

\n\n---\n\n## Install\n\n```bash\npnpm add @semilayer/react @semilayer/client\n```\n\n## The basics — useSearch\n\n```tsx\nimport { SemiLayerProvider, useSearch } from '@semilayer/react'\n\nfunction App() {\n return (\n \n \n \n )\n}\n\nfunction Search() {\n const { data, loading } = useSearch('articles', { query: 'renewable energy' })\n if (loading) return \n return \n}\n```\n\n## Feeds — useFeed\n\nThe magical surface for the [feed facet](https://semilayer.dev/feeds). Takes a\ncodegen-emitted feed handle directly. Owns the lifecycle: first-page fetch on\nmount, refetch on context change, optional live tick subscription, context\nevolution via the customer-named `evolve()` action.\n\n```tsx\nimport { useState } from 'react'\nimport { useFeed } from '@semilayer/react'\nimport { beam } from './generated/beam'\n\nexport function PostsFeed() {\n const [context, setContext] = useState({ likedIds: [] as string[] })\n\n const { items, fetchMore, refetch, evolve, liveCount, cursor, isLoading } = useFeed(\n beam.posts.feed.discover,\n {\n context,\n pageSize: 12,\n liveUpdates: true,\n onEvolve: async (delta) => {\n // Persist the interaction to YOUR own API. SemiLayer never owns the like.\n await fetch('/api/interactions', {\n method: 'POST',\n body: JSON.stringify(delta.meta),\n })\n },\n }\n )\n\n // Card click handler — the customer names the interaction.\n const onPositive = (id: string) => {\n evolve({\n contextDelta: { likedIds: [...context.likedIds, id] },\n setContext,\n meta: { kind: 'positive', recordId: id },\n })\n }\n\n return (\n
\n {liveCount > 0 && (\n \n )}\n {items.map((item) => (\n \n ))}\n {cursor && }\n
\n )\n}\n```\n\n### Design discipline\n\nThe hook **never names a specific interaction** — no `like()`, `follow()`, etc.\nYour app supplies `meta` (`{ kind: 'positive' }` / `{ kind: 'follow' }` /\nwhatever your product calls it). Your `onEvolve` callback persists however you\nwant. We provide the lifecycle; you keep the vocabulary.\n\n### When the user has many signals\n\nPast ~50-100 signals (likes, views, follows), embedding the average produces\na \"you like everything\" vector that's useless for ranking. **Trim at your\ndata layer** — three patterns scale cleanly:\n\n1. **Recency window**: `SELECT title FROM likes WHERE user_id = $1 ORDER BY created_at DESC LIMIT 50` — pass those 50 to context.\n2. **Pre-computed taste vector**: server-side, average the embeddings of recent likes once, cache as `number[]`, pass directly. Skips on-demand embedding entirely.\n3. **`recordVector` mode**: for \"more like this\" feeds, the seed is a single clicked record. Zero scaling concern.\n\nFull discussion: [Signals — your data, your control](https://semilayer.dev/feeds/signals#scaling).\n\n## Live tail — useSubscribe + useObserve\n\n```tsx\n// Stream every change to a lens\nconst events = useSubscribe('orders', { filter: { status: 'pending' } })\n\n// Watch one record's state\nconst order = useObserve('orders', orderId)\n```\n\n## Analyze — useAnalyze + useAnalyzeRows + useAnalyzeList\n\nThe hook trio for the [analyze facet](https://semilayer.dev/docs/analyze). Takes a\ncodegen-emitted analyze handle directly. Owns the lifecycle: first-page fetch\non mount, refetch on input change, optional live `analyze.subscribe`, applies\n`analyze.diff` frames in place, exposes a subtle `evolved` UI cue when the top\nbuckets reorder.\n\n```tsx\nimport { useAnalyze, useAnalyzeRows } from '@semilayer/react'\nimport { beam } from './generated/beam'\n\nexport function PublishedByDayTile() {\n const { result, loading, evolved, refetch } = useAnalyze(\n beam.recipes.analyze.publishedByDay,\n { input: { where: { status: 'published' } }, liveUpdates: true },\n )\n\n if (loading || !result) return \n\n return (\n <>\n {evolved && }\n \n \n )\n}\n\nexport function DrillDownPanel({ bucketKey }: { bucketKey: string | null }) {\n const { rows, fetchMore, cursor } = useAnalyzeRows(\n beam.recipes.analyze.publishedByDay,\n { bucketKey },\n )\n return (\n
\n {rows.map((r) => )}\n {cursor && }\n
\n )\n}\n```\n\nFor the full chart-rendering surface (SVG line / area / pie / heatmap / funnel /\ncohort / treemap / radar) see [`@semilayer/charts`](https://www.npmjs.com/package/@semilayer/charts)\nand the React wrapper [`@semilayer/react-charts`](https://www.npmjs.com/package/@semilayer/react-charts).\n\n### Headless chart-shape utilities\n\nPure functions for re-shaping `AnalyzeResult` into chart-library-friendly\nformats (Recharts, ECharts, Plotly, D3, …) — re-exported from\n[`@semilayer/headless`](https://www.npmjs.com/package/@semilayer/headless):\n\n```ts\nimport { toLineSeries, toFunnelSteps } from '@semilayer/react/headless'\nconst series = toLineSeries(result, { xField: 'day', yField: 'count', seriesField: 'cuisine' })\n```\n\n## Streaming pagination — useStreamSearch + useStreamQuery\n\n```tsx\n// Yield rows as they arrive instead of buffering\nconst { rows, done } = useStreamSearch('articles', { query: 'cache' })\n```\n\n## Returns\n\n| Hook | Returns |\n|---|---|\n| `useSearch` / `useSimilar` / `useQuery` | `{ data, loading, error, refetch }` |\n| `useStreamSearch` / `useStreamQuery` | `{ rows, done, error, cancel }` |\n| `useSubscribe` | `{ events, error, cancel }` |\n| `useObserve` | `{ record, error, cancel }` |\n| `useFeed` | `{ items, fetchMore, refetch, evolve, liveCount, evolved, isLoading, error, cursor }` |\n| `useAnalyze` | `{ result, loading, error, refetch, evolve, evolved, lastUpdatedAt, plan }` |\n| `useAnalyzeRows` | `{ rows, fetchMore, total, loading, error, cursor, crossSource }` |\n| `useAnalyzeList` | `{ analyses, loading, error, refetch }` |\n\n## See Also\n\n- [Full hook reference](https://semilayer.dev/reference/react-hooks)\n- [Feed facet overview](https://semilayer.dev/feeds)\n- [`@semilayer/client`](https://www.npmjs.com/package/@semilayer/client) — the underlying runtime + 5 built-in `FeedCache` adapters\n\n## License\n\nMIT\n","readmeFilename":"README.md"}