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feat: updated site search #3534
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5a2769b
feat: site search
SiTaggart 97f86ce
chore: pr feedback
SiTaggart 1385201
chore: types fixes
SiTaggart 31da305
fix: pr changes and a search cache
SiTaggart 0bf9d62
chore: Apply suggestions from code review
SiTaggart d3adb7b
chore: unique id for svg
SiTaggart 30ed3f3
chore: final changes
SiTaggart 25ebf5e
Merge branch 'main' into feat/updated-site-search
SiTaggart 6ae0c62
fix: storybook runner tests and vrt
SiTaggart ae628e8
chore: lint
SiTaggart 307ff15
Merge branch 'main' into feat/updated-site-search
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# Docsearch | ||
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The search is provided by [Algolia Docsearch v3](https://docsearch.algolia.com/docs/DocSearch-v3/). | ||
The search is provided a custom index hosted on Supabase and created by us on a [nightly Cron Github Action](https://github.com/twilio-labs/paste/blob/main/.github/workflows/update_docs_embed.yml). | ||
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The docsearch app login is stored in OnePassword, where you can [login here](https://www.algolia.com/). | ||
The Supabase login is stored in OnePassword. | ||
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The dashboard will give you analytics and some configurations and insights into the index that is created. | ||
## Creating Embeddings | ||
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## Crawler | ||
We use the same technology that powers our GPT4 powered Discussions and Chat bot, to create our Site Search. | ||
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Docsearch crawls the website automatically via the crawler. It is recrawled every day. To configure the website crawler you must log into the [crawler application](https://crawler.algolia.com/). | ||
On a nightly basis we index new or updated content in our MDX files and Github Discussions. | ||
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The crawler is configured via the editor, and a configuration object. It controls where the sitemap live, how often to crawl, and how to extract data from the website pages into the search index. | ||
For MDX files we create "sections" of "pages" by chunking mdx files by headings. Those sections are then converted to OPENAI Vector embeds and stored in the Supabase Vector DB. | ||
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Use the Crawler app to visualize what Algolia can extract from our web pages as it crawls, and test any configuration changes you make. | ||
The same happens with Github discussions. The discussion is a page and is split into two sections, the initial post and the answer. | ||
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Crawler documentation can be found [here](https://www.algolia.com/doc/tools/crawler/apis/configuration/). | ||
We can then perform a similarity search using the user input as the query. | ||
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Embeddings are generated using the the [embedding script](../../../packages/paste-website/scripts/search/). | ||
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## Returning results | ||
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We have a [NextJS API route](https://nextjs.org/docs/pages/building-your-application/routing/api-routes) `/api/documentation-search`. It will return the top 10 most similar page sections across MDX and Github discussions based on a user `prompt`. |
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131 changes: 131 additions & 0 deletions
131
packages/paste-website/src/components/site-search/SearchEmptyIllustration.tsx
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/* DISCLAIMER: this is an example, not meant to be used in production */ | ||
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import { useUID } from "@twilio-paste/uid-library"; | ||
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export const SearchEmptyIllustration = ({ | ||
width, | ||
height, | ||
...props | ||
}: { width: number; height: number }): JSX.Element => { | ||
const maskID = useUID(); | ||
return ( | ||
<svg xmlns="http://www.w3.org/2000/svg" width={width} height={height} viewBox="0 0 190 80" fill="none" {...props}> | ||
<path | ||
fill="#EDF6FF" | ||
d="M35.57 23.35c-3.66 5.08-5.84 11.28-5.98 17.49-.09 4.29.59 8.62 2.05 12.65 2.34 6.45 7 11.81 13.21 14.78 5.66 2.7 12.18 3.32 18.38 2.36 9.75-1.51 19.15-7.35 23.27-16.32 5.37-11.69 1.62-26.83-7.68-35.02-8.2-7.22-21.43-9.32-31.8-5.13-4.61 1.86-8.57 5.17-11.46 9.19h.01Z" | ||
/> | ||
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fill="#FBEDE3" | ||
d="M129.32 29.72c-2.13 2.96-3.4 6.57-3.48 10.18-.05 2.5.34 5.02 1.2 7.37 1.36 3.75 4.07 6.88 7.69 8.61 3.29 1.57 7.09 1.94 10.7 1.38 5.68-.88 11.15-4.28 13.55-9.5 3.13-6.81.94-15.62-4.47-20.39-4.77-4.2-12.48-5.43-18.51-2.99-2.68 1.08-4.99 3.01-6.67 5.35l-.01-.01Z" | ||
/> | ||
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fill="#fff" | ||
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/> | ||
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fill="#121C2D" | ||
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fill="#EE2F46" | ||
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<g mask={`url(#${maskID})`}> | ||
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praise: it's great we can reuse this file!