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I Built a RAG App That Chats With Any PDF — Here's How

DEV.to AI·April 14, 2026

The author built DocMind, a local multimodal RAG app for chatting with any PDF, image, or document, running entirely offline using Ollama and Xenova Transformers. The post details its full architecture, chunking strategy, vector similarity search, and code.

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