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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Multimodal Development
Intermediate
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.
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Multimodal Development
Intermediate
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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