Shypd.aiThe largest open index of AI toolsPrompt-Engineering-Guide is an open-source resource that provides guides, papers, lessons, and notebooks for prompt engineering, context engineering, RAG, and AI Agents. It helps users understand and optimize language models for various applications.
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The Prompt-Engineering-Guide is a comprehensive, open-source resource dedicated to prompt engineering, context engineering, Retrieval-Augmented Generation (RAG), and AI Agents. It offers a wealth of information including guides, academic papers, lessons, and interactive notebooks, making it an invaluable tool for anyone looking to deepen their understanding of large language models (LLMs). The guide covers fundamental concepts, advanced techniques like Chain-of-Thought and Tree of Thoughts, and practical applications such as data generation, code generation, and image generation. It also addresses important considerations like risks, biases, and truthfulness in LLMs. The resource is continuously updated with the latest research and developments in the field, providing a dynamic learning environment for both researchers and developers.
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