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Home » Your configuration journey, step by step » Configure your indexes » Create a Weaviate index » CLIP

CLIP

952 views 0 December 22, 2022 Updated on December 23, 2022

1. CLIP vectorizer

CLIP vectorizer use CLIP models that can retrieve text and images from text queries.

 

Create a docker compose file from Weaviate wizzard : select the CLIP transformers vectorizer, with a specific transformer model among the list. Then start the docker container.

Image wpsolr-weaviate-configurator-text2vec-clip-docker.png of CLIP

  • (1) Select the “Clip” vectorizer type
  • (3) Select a transformer CLIP model in the list.

Download and execute the docker-compose file generated by the wizard (docker-compose up -d):
Image wpsolr-weaviate-configurator-text2vec-clip-docker-file.png of CLIP

Image wpsolr-weaviate-docker-autoschema-enabled-false-1.png of CLIP

 

Now, let’s create our index:

Image wpsolr-weaviate-clip-index-create.png of CLIP

  • (1) Select the multi2vec-clip module
  • (2) Set a name for you index, visible in WPSOLR admin
  • (3) Set a name for your Weaviate class (index)
  • (4) Set the url of your Weaviate docker container
  • (5) Create the index. Done!

 

All documents indexed with A CLIP model will index their title text, description text and embedded images (internal and external) , featured image, WooCommerce gallery images.

Below is a video of the configuration for searching in admin medias:

 

Connect to the Weaviate GraphQL console at https://console.semi.technology/console with url https://localhost:8080, to check our new index (class):

Image wpsolr-weaviate-clip-console.png of CLIP

2 Select your data

Image wpsolr-weaviate-new-index-text2vec-transormers-select.png of CLIP

  • (1) (2) (3) select the index you just created
  • (4) Choose a filter: “Near Text” to perform a vector search (search on concepts), or “Where” to perform a keywords search (classic search that works with words)
  • (5) Set a similarity for your “Near Text” search. The closer to “1”, the more precise is the vector search.
  • (6) Select Replace media archive “Media library” to be able to search media library images from text

 

3 Index your data

Image wpsolr-weaviate-indexed.png of CLIP

 

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