# Windows AI Foundry

[Windows AI Foundry](https://learn.microsoft.com/en-us/windows/ai/overview) bao gồm các API Windows AI với các tính năng AI sẵn dùng, chạy ngầm cục bộ trên Windows 11. Bạn có thể dùng API Windows AI tích hợp sẵn để xây dựng ứng dụng AI cho Windows Copilot + PC với các tính năng độc đáo và chi phí thấp. Các mô hình Windows AI Foundry hỗ trợ nhiều mô hình được tối ưu hóa trên QNN EP để thực thi một cách tối ưu trên PC chạy Snapdragon X Elite. Sơ đồ dưới đây cho biết các thành phần liên quan đến việc xây dựng ứng dụng AI trên nền tảng Snapdragon X bằng Windows AI Foundry.

![../../_images/winml_foundry.png](data:image/png;base64,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## Các thành phần của Windows AI Foundry

- Thành phần [API Windows AI](https://learn.microsoft.com/en-us/windows/ai/apis/) cho phép tích hợp các dịch vụ AI cho người dùng trên PC cục bộ, bao gồm [Phi Silica](https://learn.microsoft.com/en-us/windows/ai/apis/phi-silica) để tạo văn bản, [AI Imaging](https://learn.microsoft.com/en-us/windows/ai/apis/imaging) để cải thiện hình ảnh, mô tả, phân đoạn và loại bỏ đối tượng, và [Text Recognition](https://learn.microsoft.com/en-us/windows/ai/apis/text-recognition) để trích xuất văn bản từ hình ảnh thành các luồng dữ liệu mà máy có thể đọc được.
- [Foundry Local](https://learn.microsoft.com/en-us/windows/ai/foundry-local/get-started) là giải pháp suy luận AI trên thiết bị có ưu điểm về hiệu suất, quyền riêng tư, khả năng tùy chỉnh và chi phí. Giải pháp này tích hợp liền mạch vào quy trình làm việc và ứng dụng hiện có của bạn thông qua CLI, SDK và REST API trực quan.
- [Windows ML](https://learn.microsoft.com/en-us/windows/ai/new-windows-ml/overview) hỗ trợ khả năng suy luận AI với các mô hình ONNX của riêng người dùng.
- **Các công cụ dành cho nhà phát triển** như [Visual Studio Code AI Toolkit](https://learn.microsoft.com/en-us/windows/ai/toolkit/toolkit-getting-started) và [AI Dev Gallery](https://learn.microsoft.com/en-us/windows/ai/ai-dev-gallery/) hỗ trợ nhà phát triển tạo ra các tính năng AI mạnh mẽ.

## Danh mục mô hình AI

- **Mô hình – Local Foundry:** Một bộ sưu tập mô hình mã nguồn mở toàn diện, bao gồm DeepSeek R1, Qwen 2.5 Instruct, Phi-4 Reasoning, Mistral và các mô hình định dạng ONNX bổ sung có mã nguồn từ Hugging Face.
- **Bộ công cụ AI:** Một bộ công cụ mạnh mẽ cho phép nhà phát triển truy cập vào các mô hình được tối ưu hóa ở mức độ cao cho nền tảng Windows. Bộ công cụ này có một môi trường trực quan để thử nghiệm mô hình, hỗ trợ tinh chỉnh cục bộ trên nền tảng đám mây và triển khai liền mạch.
- **Tùy chỉnh:** Nhà phát triển có thể mở rộng và tùy chỉnh ứng dụng Windows bằng cách dựng trên các API hiện có, cho phép tích hợp sâu hơn và nâng cao chức năng.
- **Dùng mô hình của riêng bạn (BYOM):** Nhà phát triển có thể triển khai các mô hình được đào tạo của riêng họ bằng cách dùng các API được cung cấp để xây dựng và khởi chạy các ứng dụng tùy chỉnh.

Các tài liệu sau đây cung cấp thông tin chi tiết cho các bước tiếp theo.

Thiết lập

![arrow-right](data:image/png;base64,UklGRpwAAABXRUJQVlA4TJAAAAAvF8AFEH+goG0bxqU4/kwuDQNp22T7Hd2/tito24Zxx5/keDw1kaw6pAoFSMK/iB/qXPECxHNdR35a5LyfAAqFBeA/Hm9S6E2CUWxbbf5gABvsO2yRgABSJERZJERCJMRBb/sM1UBE/xWmbcM46e4lUEfjF2LpUYCVX6HiHS5YDP3Jhgk/hl+K1nlAASYCVQQ=) [Thiết lập môi trường](https://docs.qualcomm.com/doc/80-62010-1VI/topic/winml-ep.html#setup-section)

Chạy suy luận

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Foundry Local](https://learn.microsoft.com/en-us/windows/ai/foundry-local/get-started)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Phi Silica](https://learn.microsoft.com/en-us/windows/ai/apis/phi-silica)

![arrow-right](data:image/png;base64,UklGRpwAAABXRUJQVlA4TJAAAAAvF8AFEH+goG0bxqU4/kwuDQNp22T7Hd2/tito24Zxx5/keDw1kaw6pAoFSMK/iB/qXPECxHNdR35a5LyfAAqFBeA/Hm9S6E2CUWxbbf5gABvsO2yRgABSJERZJERCJMRBb/sM1UBE/xWmbcM46e4lUEfjF2LpUYCVX6HiHS5YDP3Jhgk/hl+K1nlAASYCVQQ=) [BYOM](https://docs.qualcomm.com/doc/80-62010-1VI/topic/winml-ep.html#byom)

Tùy chỉnh

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Visual Studio Code AI-Toolkit](https://learn.microsoft.com/en-us/windows/ai/toolkit/toolkit-getting-started?tabs=rest)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [AI Dev Gallery](https://learn.microsoft.com/en-us/windows/ai/ai-dev-gallery/)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Tùy chỉnh mô hình](https://learn.microsoft.com/en-us/windows/ai/apis/phi-silica-lora?tabs=csharp0)

Các tham chiếu API Windows ML

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Python](https://learn.microsoft.com/en-us/windows/ai/new-windows-ml/run-onnx-models?tabs=python)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [C++](https://learn.microsoft.com/en-us/windows/ai/new-windows-ml/run-onnx-models?tabs=cppwinrt)

Tích hợp mô hình

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Tích hợp ứng dụng với API của Windows AI - C++](https://learn.microsoft.com/en-us/windows/ai/apis/get-started?tabs=winget%2Cwinui%2Cwinui2)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Tích hợp ứng dụng với Windows ML - C++](https://github.com/microsoft/Build25-BRK225/tree/main/src/CPP/CppResnetBuildDemo)

Thông tin bổ sung

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Olive](https://github.com/microsoft/Olive/tree/main/examples/vit)

Last Published: Dec 16, 2025

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