AI 开发 教程
系统化的 AI 开发学习路径。从提示词工程到模型微调，从 RAG 到 Agent 开发，覆盖 AI 应用开发全栈知识。共 142 篇教程，18 个分类，入门到高级全覆盖。
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DeepSeek Multimodal Development in Practice: Janus-Pro Image Understanding and Generation
Janus-Pro is DeepSeek's unified multimodal model that supports both image understanding and generation. This article details Janus-Pro-7B's API calls, image question answering, text-to-image generation, and the architecture principle of decoupled visual encoding.
阅读教程 →Multimodal Agent in Practice: Vision-Driven Automated Operations
When agents can 'see' screens and images, the boundaries of automation are greatly expanded. This article explains the architecture design of multimodal agents, screenshot understanding, UI element positioning, and complete implementation of action execution, with runnable code.
阅读教程 →Advanced Multimodal RAG: Hybrid Image-Text Retrieval and Vectorization
Documents often contain both text and figures, and pure text-based RAG loses critical information. This article delves into hybrid image-text retrieval: image vectorization, cross-modal alignment, table structured parsing, and fusion re-ranking, to build a RAG system that truly understands images and text.
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