Rafał Tyński
fa1199539b
Implement step 17 modules: threads/messages, notifications with automation (submission.created, idea.created, grant_call.opened), innovation test feedback, admin panel (submissions, verify, metrics, grant call status), Middleman adaptation and partnerships. Split multi-type files into one type per file and replace object-valued dictionaries with string-valued maps in data contracts (migrations 0006/0007).
20 lines
626 B
C#
20 lines
626 B
C#
namespace TarninaHub.Application.Matchmaking;
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public static class SemanticRanker
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{
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public static IReadOnlyList<RankedItem<T>> Rank<T>(
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IReadOnlyList<float> queryVector,
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IEnumerable<(T Item, IReadOnlyList<float> Vector)> candidates,
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int topK,
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double minScore = 0)
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{
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return candidates
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.Select(candidate => new RankedItem<T>(candidate.Item, VectorMath.CosineSimilarity(queryVector, candidate.Vector)))
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.Where(ranked => ranked.Score >= minScore)
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.OrderByDescending(ranked => ranked.Score)
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.Take(topK)
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.ToList();
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}
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}
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