/embeddings - articles
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Searching images based on text using CLIP model
What is CLIP and common image/text vector space? How to install and run CLIP? How to compare image and text embeddings to find corresponding images based on text query?
Published half a year ago in #machinelearning about #clip, #embeddings, #vector search and #python -
What is a text embedding and how to use it for text search
What is a text embedding? How to get embeddings from a lot of text data? How to search within text data using text embeddings? What is the difference between vector-based text search and full-text search?
Published half a year ago in #machinelearning about #embeddings, #vector search, #python and #openai -
Image similarity search based on embeddings and sentence_transformers
How to get image embeddings using sentence_transformers models. How to store vectors in the database. How to find similar images to the given query image.
Published half a year ago in #machinelearning about #embeddings, #sentence_transformers, #clip, #vector search, #python and #clickhouse