Learn to build a reverse image search engine using Astro, LlamaIndex, and serverless Postgres. The guide covers creating vector embeddings with ClipEmbeddings, setting up a server-side Postgres database, and deploying the application on Vercel. You'll create API endpoints for indexing and searching images and build a user interface to interact with the search functionality.
Table of contents
PrerequisitesStepsProvisioning a Serverless PostgresCreate a new Astro applicationEnabling Server Side Rendering in Astro with VercelSetting up a Postgres Database ConnectionBuild the Image Indexing API EndpointBuild the Reverse Image Search API EndpointBuild Reverse Image Search User InterfaceDeploy to VercelSummaryNeed help?Sort: