feat(AI): 集成MNN推理引擎替换MLX作为主AI运行时

- 引入MNN(alibaba) + Arm SME2 + CPU作为主AI运行时,支持A19/iPhone17的
  SME2和A17的NEON加速
- 添加MLX Swift作为兜底GPU推理方案,实现双后端切换机制
- 使用单一Qwen3.5-2B多模态模型(1.2GB),替代原有的LLM+VL分离架构
- 实现InferenceEngine.current引擎选择逻辑,真机默认MNN,模拟器回退MLX
- 更新AIAgent架构,通过MNNLLMBridge(ObjC++) → MNNBackend进行推理
- 修改队列机制防止并发推理导致OOM,使用信号量闸门控制显存占用
- 更新文档中的技术栈说明、模块边界和周次交付计划
```
This commit is contained in:
link2026
2026-06-15 09:24:59 +08:00
parent 6c6a950140
commit 9d856fcfc4
37 changed files with 2605 additions and 430 deletions

View File

@@ -17,6 +17,7 @@ struct ModelsSchemaTests {
UserProfile.self,
MetricReminder.self,
CustomMonitorMetric.self,
Medication.self,
])
let config = ModelConfiguration(schema: schema, isStoredInMemoryOnly: true)
return try ModelContainer(for: schema, configurations: [config])
@@ -190,4 +191,42 @@ struct ModelsSchemaTests {
#expect(fetched.bloodTypeRaw == "A")
#expect(fetched.chronicConditions == ["高血压"])
}
@Test func medicationRoundtripAndDetailLine() throws {
let container = try makeContainer()
let ctx = ModelContext(container)
let med = Medication(name: "缬沙坦胶囊", strength: "80mg×7粒", usage: "一日一次,一次一粒")
ctx.insert(med)
try ctx.save()
let fetched = try #require(try ctx.fetch(FetchDescriptor<Medication>()).first)
#expect(fetched.name == "缬沙坦胶囊")
#expect(fetched.detailLine == "80mg×7粒 · 一日一次,一次一粒")
#expect(fetched.updatedAt == fetched.createdAt)
}
@Test func medicationDetailLineOmitsEmptyParts() {
#expect(Medication(name: "维生素C").detailLine == "")
#expect(Medication(name: "钙片", strength: "600mg").detailLine == "600mg")
}
@Test func cascadeDeleteMedicationRemovesAssets() throws {
let container = try makeContainer()
let ctx = ModelContext(container)
let med = Medication(name: "二甲双胍缓释片", strength: "0.5g×30片")
let asset = Asset(relativePath: "med-1.jpg", bytes: 2048)
ctx.insert(asset)
med.assets.append(asset)
ctx.insert(med)
try ctx.save()
#expect(med.assets.count == 1)
ctx.delete(med)
try ctx.save()
#expect(try ctx.fetch(FetchDescriptor<Medication>()).isEmpty)
#expect(try ctx.fetch(FetchDescriptor<Asset>()).isEmpty)
}
}