peter
d047de1c84
Replace fuzzy string matching with semantic AI matching to fix false positives where similar-sounding but different companies were matched (e.g., "Families First CiC" incorrectly matching "FAMILIES AGAINST CONFORMITY LTD"). Changes: - Add ICompanyNameMatcherService interface and AICompanyNameMatcherService implementation using Claude Sonnet 4 for semantic company name comparison - Add SemanticMatchResult and related models for AI match results - Update CompanyVerifierService to use AI matching with fuzzy fallback - Add detection for public sector employers, charities, and self-employed entries that cannot be verified via Companies House - Update tests to work with new AI matcher integration Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
16 lines
510 B
C#
16 lines
510 B
C#
using TrueCV.Application.Models;
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namespace TrueCV.Application.Interfaces;
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public interface ICompanyNameMatcherService
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{
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/// <summary>
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/// Uses AI to semantically compare a company name from a CV against Companies House candidates.
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/// Returns the best match with confidence score and reasoning.
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/// </summary>
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Task<SemanticMatchResult?> FindBestMatchAsync(
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string cvCompanyName,
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List<CompanyCandidate> candidates,
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CancellationToken cancellationToken = default);
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}
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