/plushcap/analysis/weaviate/weaviate-how-to-build-an-image-search-application-with-weaviate

How to build an Image Search Application with Weaviate

What's this blog post about?

This blog post guides you through building a full-stack web application in Python using Weaviate and Flask. The application allows users to upload an image of a dog and receive the most similar breed from a database. The text covers image vectorization, setting up a Weaviate database, schema configuration, converting images to base64 values, uploading data objects to Weaviate, creating a Flask application, defining web pages, and running the application. This tutorial demonstrates how to build an effective search engine for images using Weaviate's vectorization capabilities.

Company
Weaviate

Date published
Oct. 18, 2022

Author(s)
Erika Cardenas

Word count
1927

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.