Ever wished you could directly ask questions to a PDF or technical manual? This guide will show you how to build a Retrieval-Augmented Generation (RAG) system using DeepSeek R1, an open-source reasoning tool, and Ollama, a lightweight framework for running local AI models.
Deepseek’s models (deepseek-chat for V3 and deepseek-reasoner for R1) offer powerful AI-driven text generation, reasoning, and conversational capabilities. Integrate them into apps, automate workflows, or build AI agents – all via a RESTful API. Let’s dive in.
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