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Integrations

Gemini / Google AI

The prompt endpoint uses the Google GenAI client to generate completions when no suitable cached response is found.

Key points:

  • the application reads GEMINI_API_KEY from the environment
  • prompt requests can be cached in the database
  • generated responses are stored with metadata such as model and prompt hash

Resend email

The notify module sends email messages through Resend.

Key points:

  • the application reads RESEND_API_KEY from the environment
  • the endpoint accepts recipient, subject, and HTML content
  • a template wrapper is used for consistent outbound email formatting

GitHub, Flickr, and YouTube

Separate route modules expose endpoints that read from database tables associated with those platforms.

These integrations are designed to provide a simple API layer over data that has already been imported or synced into the system.

General design

The integration modules are intentionally isolated so that:

  • external services can be replaced or extended easily
  • database access remains centralized
  • route code stays simple and focused on HTTP behavior