SimilaritySearchKit 使用教程

最新推荐文章于 2024-08-29 09:04:45 发布

原创最新推荐文章于 2024-08-29 09:04:45 发布 · 399 阅读

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SimilaritySearchKit 使用教程

1. 项目的目录结构及介绍

SimilaritySearchKit 是一个提供设备上文本嵌入和语义搜索功能的 Swift 包，适用于 iOS 和 macOS 应用程序。以下是项目的目录结构及其介绍：

similarity-search-kit/
├── Package.swift
├── Sources/
│   └── SimilaritySearchKit/
│       ├── AddOns/
│       │   └── Embeddings/
│       │       ├── MiniLMMultiQA/
│       │       └── ...
│       ├── SimilaritySearchKit.swift
│       └── ...
├── Tests/
│   └── SimilaritySearchKitTests/
│       ├── SimilaritySearchKitTests.swift
│       └── ...
└── Examples/
    ├── BasicExample/
    ├── PDFExample/
    └── ...

Package.swift: 项目的配置文件，定义了项目的名称、平台、产品、目标等。
Sources/: 包含项目的主要源代码。
- SimilaritySearchKit/: 主要功能模块。
  - AddOns/Embeddings/: 嵌入模型相关的代码。
  - SimilaritySearchKit.swift: 主要功能实现文件。
Tests/: 包含项目的测试代码。
- SimilaritySearchKitTests/: 测试用例。
Examples/: 包含示例应用程序，展示如何使用 SimilaritySearchKit。

2. 项目的启动文件介绍

项目的启动文件主要是 Package.swift，它定义了项目的依赖、目标和产品。以下是 Package.swift 的部分内容：

import PackageDescription

let package = Package(
    name: "SimilaritySearchKit",
    platforms: [
        .macOS(.v13),
        .iOS(.v16)
    ],
    products: [
        .library(
            name: "SimilaritySearchKit",
            targets: ["SimilaritySearchKit"]
        ),
        .library(
            name: "SimilaritySearchKitDistilbert",
            targets: ["SimilaritySearchKitDistilbert"]
        ),
        .library(
            name: "SimilaritySearchKitMiniLMMultiQA",
            targets: ["SimilaritySearchKitMiniLMMultiQA"]
        )
    ],
    targets: [
        .target(
            name: "SimilaritySearchKit",
            dependencies: []
        ),
        .target(
            name: "SimilaritySearchKitDistilbert",
            dependencies: ["SimilaritySearchKit"]
        ),
        .target(
            name: "SimilaritySearchKitMiniLMMultiQA",
            dependencies: ["SimilaritySearchKit"]
        ),
        .testTarget(
            name: "SimilaritySearchKitTests",
            dependencies: [
                "SimilaritySearchKit",
                "SimilaritySearchKitDistilbert",
                "SimilaritySearchKitMiniLMMultiQA"
            ]
        )
    ]
)

3. 项目的配置文件介绍

项目的配置文件主要是 Package.swift，它定义了项目的依赖、目标和产品。以下是 Package.swift 的部分内容：

import PackageDescription

let package = Package(
    name: "SimilaritySearchKit",
    platforms: [
        .macOS(.v13),
        .iOS(.v16)
    ],
    products: [
        .library(
            name: "SimilaritySearchKit",
            targets: ["SimilaritySearchKit"]
        ),
        .library(
            name: "SimilaritySearchKitDistilbert",
            targets: ["SimilaritySearchKitDistilbert"]
        ),
        .library(
            name: "SimilaritySearchKitMiniLMMultiQA",
            targets: ["SimilaritySearchKitMiniLMMultiQA"]
        )
    ],
    targets: [
        .target(
            name: "SimilaritySearchKit",
            dependencies: []
        ),
        .target(
            name: "SimilaritySearchKitDistilbert",
            dependencies: ["SimilaritySearchKit"]
        ),
        .target(
            name: "SimilaritySearchKitMiniLMMultiQA",
            dependencies: ["SimilaritySearchKit"]
        ),
        .testTarget(
            name: "SimilaritySearchKitTests",
            dependencies: [
                "SimilaritySearchKit

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