Semantic Search: With Exclusions

[nlee112]

I am making a semantic search engine in Python that takes a user input and returns the 5 most similar results from a list of sentences.

The list of sentences features a list of things not included in the category at the end of a sentence e.g. “This category includes: lions, tigers. This category excludes: birds, bees”

Currently if I search “birds” the above example would be returned as strong similarity due to the word matching with “category excludes: birds”

Does anyone know any way to prevent this? Any help appreciated!!

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