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Staging to Production #51

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claude merged 165 commits from main into production 2026-06-08 18:28:46 +00:00
Conversation 1 Commits 165 Files Changed 257
+13 -19
2 changed files with 13 additions and 19 deletions
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Apis/cv-matcher-api/Services/CvMatcherService.cs
+4 -12
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@@ -123,11 +123,11 @@ public sealed class CvMatcherService : ICvMatcherService
var cvText = Limit(cv.Text, 18000);
var jobText = Limit(job.Text, 14000);
var evidence = evidenceChunks.Count > 0 ? string.Join("\n\n", evidenceChunks.Take(4)) : Limit(job.Text, 4000);
var languageName = LanguageName(language);
var promptTemplate = await _aiPrompts.GetAsync("ai.cv-match.system-prompt", "*", ct)
?? "You are a strict CV-to-job matching engine. Return JSON only.";
var systemPrompt = promptTemplate.Replace("{{languageName}}", languageName, StringComparison.OrdinalIgnoreCase);
var systemPrompt = await _aiPrompts.GetAsync("ai.cv-match.system-prompt", language, ct)
?? (language == "ro"
? "Ești un motor strict de potrivire CV-job. Returnează doar JSON. Punctează realist între 0 și 100."
: "You are a strict CV-to-job matching engine. Return JSON only. Score realistically from 0 to 100.");
var userPrompt = $"""
CV:
@@ -195,14 +195,6 @@ public sealed class CvMatcherService : ICvMatcherService
private static string NormalizeLanguage(string? language) =>
string.IsNullOrWhiteSpace(language) ? "en" : language.ToLowerInvariant().Split('-')[0].Trim();
/// <summary>Maps a language code to its full English name for use in the LLM system prompt.</summary>
private static string LanguageName(string language) => language switch
{
"ro" => "Romanian",
"en" => "English",
_ => "English"
};
/// <summary>Truncates <paramref name="value"/> to at most <paramref name="max"/> characters.</summary>
private static string Limit(string value, int max) => value.Length <= max ? value : value[..max];
}
Apis/cv-matcher-data/Migrations/20260601133028_InitialSchema.cs
+9 -7
View File
@@ -71,16 +71,18 @@ namespace CvMatcher.Data.Migrations
columns: new[] { "CvDocumentId", "JobDocumentId", "Language" },
unique: true);
// Seed AI prompts for CV matching
// Seed AI prompts for CV matching (language-specific)
migrationBuilder.Sql($$"""
INSERT INTO [cvMatcher].AiPrompts ([Key], [Language], [Value], [Description])
VALUES
('ai.cv-match.system-prompt', '*',
'You are a strict CV-to-job matching engine. Return JSON only. Score realistically from 0 to 100.
Penalize missing required skills. Do not invent experience. Use concise business language.
Respond entirely in {{languageName}} — all text fields in the JSON must be in {{languageName}}.
JSON shape: {""score"":number,""summary"":""..."",""strengths"":[""...""],""gaps"":[""...""],""recommendations"":[""...""],""evidence"":[""...""]}',
'System prompt template for the CV-to-job LLM matching call. {{languageName}} is substituted at runtime.');
('ai.cv-match.system-prompt', 'en',
'You are a strict CV-to-job matching engine. Return JSON only. Score realistically from 0 to 100. Penalize missing required skills. Do not invent experience. Use concise business language. All text fields in the JSON response must be in English.
JSON shape: {""score"":number,""summary"":""one-line summary in English"",""strengths"":[""strength 1 in English"",""strength 2 in English""],""gaps"":[""gap 1 in English""],""recommendations"":[""recommendation 1 in English""],""evidence"":[""evidence 1 in English""]}',
'System prompt for CV-to-job matching in English. Instructs LLM to return JSON with CV strengths, gaps, and recommendations relative to the job.'),
('ai.cv-match.system-prompt', 'ro',
'Ești un motor strict de potrivire CV-job. Returnează doar JSON. Punctează realist între 0 și 100. Penalizează abilitățile lipsă necesare. Nu inventa experiență. Folosește limbaj profesional concis. Toate câmpurile text din răspunsul JSON trebuie să fie în limba română.
JSON shape: {""score"":number,""summary"":""rezumat pe o linie în română"",""strengths"":[""punct forte 1 în română"",""punct forte 2 în română""],""gaps"":[""lipsă 1 în română""],""recommendations"":[""recomandare 1 în română""],""evidence"":[""dovadă 1 în română""]}',
'System prompt pentru potrivire CV-job în limba română. Instruiește LLM-ul să returneze JSON cu punctele forte ale CV-ului, lacunele și recomandări relative la job.');
""");
}