808a4901d9
The LLM JSON shape was missing the keywords array so res.Keywords was always empty, causing "none detected" in job search emails. Both en/ro prompts now include "keywords" in the required JSON shape so the LLM extracts relevant job-search terms from the CV/job pair. Note: the cvMatcher.CvMatchResults cache must be cleared on existing DBs so cached responses (which lack keywords) are not served. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
111 lines
6.1 KiB
C#
111 lines
6.1 KiB
C#
using System;
|
|
using CvMatcher.Data;
|
|
using Microsoft.EntityFrameworkCore.Migrations;
|
|
|
|
#nullable disable
|
|
|
|
namespace CvMatcher.Data.Migrations
|
|
{
|
|
/// <inheritdoc />
|
|
public partial class InitialSchema : Migration
|
|
{
|
|
/// <inheritdoc />
|
|
protected override void Up(MigrationBuilder migrationBuilder)
|
|
{
|
|
migrationBuilder.EnsureSchema(
|
|
name: MigrationConstants.SchemaName);
|
|
|
|
migrationBuilder.CreateTable(
|
|
name: "AiPrompts",
|
|
schema: MigrationConstants.SchemaName,
|
|
columns: table => new
|
|
{
|
|
Key = table.Column<string>(type: "nvarchar(128)", maxLength: 128, nullable: false),
|
|
Language = table.Column<string>(type: "nvarchar(8)", maxLength: 8, nullable: false),
|
|
Value = table.Column<string>(type: "nvarchar(max)", nullable: false),
|
|
Description = table.Column<string>(type: "nvarchar(500)", maxLength: 500, nullable: false, defaultValue: ""),
|
|
UpdatedAt = table.Column<DateTime>(type: "datetime2", nullable: false, defaultValueSql: "SYSUTCDATETIME()")
|
|
},
|
|
constraints: table =>
|
|
{
|
|
table.PrimaryKey("PK_AiPrompts", x => new { x.Key, x.Language });
|
|
});
|
|
|
|
migrationBuilder.CreateTable(
|
|
name: "ChatCache",
|
|
schema: MigrationConstants.SchemaName,
|
|
columns: table => new
|
|
{
|
|
CacheKey = table.Column<string>(type: "nvarchar(64)", maxLength: 64, nullable: false),
|
|
Model = table.Column<string>(type: "nvarchar(120)", maxLength: 120, nullable: false),
|
|
Temperature = table.Column<decimal>(type: "decimal(4,2)", nullable: false),
|
|
ResponseText = table.Column<string>(type: "nvarchar(max)", nullable: false),
|
|
CreatedAt = table.Column<DateTime>(type: "datetime2", nullable: false, defaultValueSql: "SYSUTCDATETIME()")
|
|
},
|
|
constraints: table =>
|
|
{
|
|
table.PrimaryKey("PK_ChatCache", x => x.CacheKey);
|
|
});
|
|
|
|
migrationBuilder.CreateTable(
|
|
name: "Results",
|
|
schema: MigrationConstants.SchemaName,
|
|
columns: table => new
|
|
{
|
|
Id = table.Column<string>(type: "nvarchar(64)", maxLength: 64, nullable: false),
|
|
CvDocumentId = table.Column<string>(type: "nvarchar(64)", maxLength: 64, nullable: false),
|
|
JobDocumentId = table.Column<string>(type: "nvarchar(64)", maxLength: 64, nullable: false),
|
|
Language = table.Column<string>(type: "nvarchar(450)", nullable: false),
|
|
ResultJson = table.Column<string>(type: "nvarchar(max)", nullable: false),
|
|
Score = table.Column<int>(type: "int", nullable: false),
|
|
CreatedAt = table.Column<DateTime>(type: "datetime2", nullable: false, defaultValueSql: "SYSUTCDATETIME()")
|
|
},
|
|
constraints: table =>
|
|
{
|
|
table.PrimaryKey("PK_Results", x => x.Id);
|
|
});
|
|
|
|
migrationBuilder.CreateIndex(
|
|
name: "IX_Results_CvDocumentId_JobDocumentId_Language",
|
|
schema: MigrationConstants.SchemaName,
|
|
table: "Results",
|
|
columns: new[] { "CvDocumentId", "JobDocumentId", "Language" },
|
|
unique: true);
|
|
|
|
Seed(migrationBuilder);
|
|
}
|
|
|
|
private static void Seed(MigrationBuilder m)
|
|
{
|
|
void Row(string key, string lang, string value, string description = "")
|
|
=> m.InsertData("AiPrompts", ["Key", "Language", "Value", "Description"], [key, lang, value, description], MigrationConstants.SchemaName);
|
|
|
|
// AI system prompt for CV matching — English
|
|
Row("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.\nJSON shape: {\"score\":number,\"summary\":\"one-line summary in English\",\"strengths\":[\"strength 1 in English\"],\"gaps\":[\"gap 1 in English\"],\"recommendations\":[\"recommendation 1 in English\"],\"evidence\":[\"evidence 1 in English\"],\"keywords\":[\"keyword1\",\"keyword2\",\"keyword3\"]}",
|
|
"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 system prompt for CV matching — Romanian
|
|
Row("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.\nJSON shape: {\"score\":number,\"summary\":\"rezumat pe o linie în română\",\"strengths\":[\"punct forte 1 în română\"],\"gaps\":[\"lipsă 1 în română\"],\"recommendations\":[\"recomandare 1 în română\"],\"evidence\":[\"dovadă 1 în română\"],\"keywords\":[\"cuvant1\",\"cuvant2\",\"cuvant3\"]}",
|
|
"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.");
|
|
}
|
|
|
|
/// <inheritdoc />
|
|
protected override void Down(MigrationBuilder migrationBuilder)
|
|
{
|
|
migrationBuilder.DropTable(
|
|
name: "AiPrompts",
|
|
schema: MigrationConstants.SchemaName);
|
|
|
|
migrationBuilder.DropTable(
|
|
name: "ChatCache",
|
|
schema: MigrationConstants.SchemaName);
|
|
|
|
migrationBuilder.DropTable(
|
|
name: "Results",
|
|
schema: MigrationConstants.SchemaName);
|
|
}
|
|
}
|
|
}
|