How To Guide: Image Search

ReactiveSearch for Image Search in action:

  • Build your image search use-case with ReactiveSearch UI kit
  • Author pipeline for parsing and image content inference
  • Choice of OpenAI's Vision API or Vertex AI for inferencing
  • Lexical searching on a HTTP API endpoint
Image Search How-to hero

Image Search UI

The image search experience we'll build, leveraging pipelines, AI search, and the HTTP API.

ReactiveSearch Features Used

Pipelines

Pipelines

Build versatile search workflows with vector search.

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Studio

Inference choice: OpenAI, Vertex AI

Use OpenAI Vision API or VertexAI's image search API. Pipeline allows for flexibility in use of any inference stack.

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HTTP API

HTTP API

Programmatically index and search image embeddings.

Step 1: Author the search backend with ReactiveSearch pipeline

In this pipeline, we will show how to search over an image by first inferencing. And then lexically searching over a HTTP API endpoint.

Step 2: Build the search UI with ReactiveSearch UI kit

Leverage built-in suppport for image search with the SearchBox component of ReactiveSearch.

Build Image Search UIs

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