Explore data with custom or off-the-shelf embeddings.
Use similarity search to programmatically surface similar data.
Asset type | Off-the-shelf | Custom |
---|---|---|
Image | CLIP-ViT-B-32 (512 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Video | Google Gemini Pro Vision . First two (2) minutes of content is embedded. Audio signal is not used currently. This is a paid add-on feature available upon request. | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Text | all-mpnet-base-v2 (768 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
HTML | all-mpnet-base-v2 (768 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Document | CLIP-ViT-B-32 (512 dimensions) andall-mpnet-base-v2 (768 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Tiled imagery | CLIP-ViT-B-32 (512 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Audio | Audio is transcribed to text.all-mpnet-base-v2 (768 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
Conversational | all-mpnet-base-v2 (768 dimensions) | Up to 2048 dimensions per embedding; up to 100 custom embeddings per workspace. |
The detailed view of Catalog shows the list of embeddings available on a data row.
Launch a similarity search by clicking on the thumbnail.
A similarity search shows up as a filter in Catalog.
Launch a similarity search using multiple anchors
Add selected images as anchors to refine your similarity search.
Click to see the anchors.
Remove one or more anchors from a similarity search.
Customize the results of the similarity search by specifying the range of similarity scores.
Specify the embedding that powers the similarity search.
Similarity search can be used in conjunction with other filters to surface high-impact data.