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483: Enhance matching words r=Kerollmops a=ManyTheFish # Summary Enhance milli word-matcher making it handle match computing and cropping. # Implementation ## Computing best matches for cropping Before we were considering that the first match of the attribute was the best one, this was accurate when only one word was searched but was missing the target when more than one word was searched. Now we are searching for the best matches interval to crop around, the chosen interval is the one: 1) that have the highest count of unique matches > for example, if we have a query `split the world`, then the interval `the split the split the` has 5 matches but only 2 unique matches (1 for `split` and 1 for `the`) where the interval `split of the world` has 3 matches and 3 unique matches. So the interval `split of the world` is considered better. 2) that have the minimum distance between matches > for example, if we have a query `split the world`, then the interval `split of the world` has a distance of 3 (2 between `split` and `the`, and 1 between `the` and `world`) where the interval `split the world` has a distance of 2. So the interval `split the world` is considered better. 3) that have the highest count of ordered matches > for example, if we have a query `split the world`, then the interval `the world split` has 2 ordered words where the interval `split the world` has 3. So the interval `split the world` is considered better. ## Cropping around the best matches interval Before we were cropping around the interval without checking the context. Now we are cropping around words in the same context as matching words. This means that we will keep words that are farther from the matching words but are in the same phrase, than words that are nearer but separated by a dot. > For instance, for the matching word `Split` the text: `Natalie risk her future. Split The World is a book written by Emily Henry. I never read it.` will be cropped like: `…. Split The World is a book written by Emily Henry. …` and not like: `Natalie risk her future. Split The World is a book …` Co-authored-by: ManyTheFish <many@meilisearch.com> |
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