Mixedbread

The Mixedbread Integration uses vector search to provide semantic search capabilities for your documentation. It indexes your documentation content into a store, enabling users to search using natural language queries and find relevant content based on meaning rather than just keyword matching.

1. Sign up at Mixedbread
2. Navigate to API Keys
3. Create a new API key and store it in your environment variables

To sync your documentation, you'll need to create a store:

1. Go to the Stores in your Mixedbread dashboard
2. Create a new store for your documentation
3. Copy the store ID

Use the Mixedbread CLI to sync your documentation:

Install the CLI:

Configure authentication and sync your documentation:

The CLI will automatically detect changes in your documentation and update the store accordingly.

You can automatically sync your documentation by adding a sync script to your package.json:

• Fumadocs UI: see Search UI for details.

• Search Client:

  import { useDocsSearch } from 'fumadocs-core/search/client';
  
  const mxbai = new Mixedbread({
    apiKey: 'YOUR_API_KEY',
  });
  
  const client = useDocsSearch({
    type: 'mixedbread',
    client: mxbai,
  });

To filter search results by tags, add a tag field to your document metadata:

And update your search client:

• Fumadocs UI: Enable Tag Filter on Search UI.

• Search Client: You can add the tag filter like:

  import { useDocsSearch } from 'fumadocs-core/search/client';
  
  const { search, setSearch, query } = useDocsSearch({
    tag: '<your tag value>',
    // ...
  });

This allows you to scope searches to specific sections of your documentation.