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Algolia search replacement - Openai embeddings search #2762

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Algolia search replacement - Openai embeddings search #2762

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@NWylynko
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@NWylynko NWylynko commented Nov 3, 2025 •
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🔎 Previews:

What does this solve?

  • We need an improved search feature for the docs as Algolia can fail to find the most relevant documentation

What changed?

  • Uses a ai based search, using openais embeddings api to create embeddings and save them to json file, then on search embed the search term and use a nearest neighbor search algorithm and find the closest search results. The embeddings are just saved to a json file for now.

Checklist

  • I have clicked on "Files changed" and performed a thorough self-review
  • All existing checks pass

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vercel bot commented Nov 3, 2025 •
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clerk-docs Ready Ready Preview Nov 5, 2025 5:18pm

@NWylynko NWylynko changed the title Nick/OpenAI embeddings search Algolia search replacement - Openai embeddings search Nov 3, 2025
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@NWylynko