Support fuzzy match and multiple hits for tag scoring

[HuskyDanny]

We can set up the tag scoring profile by this:

scoring_profiles = [
        ScoringProfile(
            name="my-scoring-profile",
            functions=[
                TagScoringFunction(
                    field_name="tags",
                    boost=10,
                    parameters=TagScoringParameters(
                        tags_parameter="tags",
                    ),
                )
            ],
        )
    ]

But it will just boost the score if exact match is hit and even though I have multiple hits say "tags-house,car,watch" I could only get the same score as the hit is only 1.

So do we have fuzzy match like allowing editdistance within~3 and get multiplier scores if multiple values are hit in the tags. This is especially useful in a lot of cases.

[xiangyan99]

Thanks for reaching out.

Could you provide the information which library do you use?

Do you use azure ai search service?

[github-actions]

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[HuskyDanny]

Hi @xiangyan99, I am using the latest azure-search-documents for azure ai search service

[xiangyan99]

@mattgotteiner any ideas?