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Josh Hawkins 2024-10-17 08:57:49 -05:00
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docs/docs/configuration/semantic_search.md
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@ -53,7 +53,7 @@ semantic_search:
## Usage
1. Semantic search is used in conjunction with the other filters available on the Search page. Use a combination of traditional filtering and semantic search for the best results.
2. The comparison between text and image embedding distances generally means that results matching `description` will appear first, even if a `thumbnail` embedding may be a better match. Play with the "Search Type" filter to help find what you are looking for.
2. The comparison between text and image embedding distances generally means that results matching `description` will appear first, even if a `thumbnail` embedding may be a better match. Play with the "Search Type" filter to help find what you are looking for. Note that if you are generating descriptions for specific objects or zones only, this may cause search results to prioritize the objects with descriptions even if the the ones without them are more relevant.
3. Make your search language and tone closely match your descriptions. If you are using thumbnail search, phrase your query as an image caption.
4. Semantic search on thumbnails tends to return better results when matching large subjects that take up most of the frame. Small things like "cat" tend to not work well.
5. Experiment! Find a tracked object you want to test and start typing keywords to see what works for you.