xiangning 7479521546 feat(rag): 实现RAG模块的Hybrid检索和向量索引优化
- 添加HNSW向量索引提升检索性能
- 实现Hybrid检索模式支持向量和关键词双路召回
- 采用RRF算法融合多路召回结果
- 支持ParentChild分块模式的上下文回填
- 优化向量写入采用批量SQL操作提升性能
- 添加RAG PostgreSQL连接字符串配置
- 更新部署脚本增加PGVector集成测试
- 修正表名引用从document_chunks到b_document_chunks
- 重构RagRetrievalService实现完整的检索流程
- 增加重排策略支持关键词和LLM重排
- 修改服务器部署地址配置
2026-08-11 10:59:09 +08:00

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using System.Runtime.CompilerServices;
using BuildFlow.Shared.Domain.Common;
using File.Infrastructure.Persistence;
using Microsoft.EntityFrameworkCore;
namespace BuildFlow.File.Tests;
/// <summary>
/// file 模块 InMemory 测试数据库工厂。每个用例使用独立库名,并在保存前自动补齐审计字段
/// (IAuditable / IHasOperatorIP),避免实体因必填审计列缺失而失败。
/// </summary>
internal static class FileTestDb
{
public static FileDbContext Create([CallerMemberName] string testName = "")
{
var options = new DbContextOptionsBuilder<FileDbContext>()
.UseInMemoryDatabase($"file-{testName}-{Guid.NewGuid():N}")
.Options;
var db = new FileDbContext(options);
db.SavingChanges += FillAuditFields;
return db;
}
private static void FillAuditFields(object? sender, EventArgs args)
{
if (sender is not FileDbContext db) return;
foreach (var entry in db.ChangeTracker.Entries())
{
if (entry.Entity is IAuditable auditable)
{
auditable.CreatedBy ??= "test";
auditable.UpdatedBy ??= "test";
if (auditable.CreatedAt == default) auditable.CreatedAt = DateTime.UtcNow;
if (auditable.UpdatedAt == default) auditable.UpdatedAt = DateTime.UtcNow;
}
if (entry.Entity is IHasOperatorIP operatorEntity)
operatorEntity.OperatorIP ??= "127.0.0.1";
}
}
}