# Implementing semantic image search with Amazon Titan and Supabase Vector

DevFeed: [Implementing semantic image search with Amazon Titan and Supabase Vector](<https://devfeed.tech/articles/implementing-semantic-image-search-with-amazon-titan-and-supabase-vector-549.md>)

Original publisher: [Read original article](<https://supabase.com/blog/semantic-image-search-amazon-bedrock>)

Author: Thor Schaeff

Published: 2024-03-26T07:00:00Z

Content type: tutorial

Language: en

Sources: [Supabase Blog](<https://devfeed.tech/sources/supabase-blog.md>)

Topics: [Supabase](<https://devfeed.tech/topics/supabase.md>), [Amazon Bedrock](<https://devfeed.tech/topics/amazon-bedrock.md>), [Python](<https://devfeed.tech/topics/python.md>), [Embeddings](<https://devfeed.tech/topics/embeddings.md>), [multimodal](<https://devfeed.tech/topics/multimodal.md>), [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [Database](<https://devfeed.tech/topics/database.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [amazon](<https://devfeed.tech/tags/amazon.md>), [amazon-bedrock](<https://devfeed.tech/tags/amazon-bedrock.md>), [database](<https://devfeed.tech/tags/database.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [foundation-models](<https://devfeed.tech/tags/foundation-models.md>), [image](<https://devfeed.tech/tags/image.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [python](<https://devfeed.tech/tags/python.md>), [search](<https://devfeed.tech/tags/search.md>)

## AI overview

A tutorial showing how to build semantic image search with Amazon Bedrock's Amazon Titan multimodal model and Supabase Vector in Python. It covers creating image embeddings, storing them in a Supabase Postgres database with pgvector, and using a Poetry-based project with the vecs client.

## Source excerpt

Implementing semantic image search with Amazon Titan and Supabase Vector in Python.