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Techniques for guiding language model reasoning through structured input patterns.
Distinguishing note: Focuses on specific prompting methodologies like Tree of Thoughts rather than general prompt engineering.
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This project is a comprehensive educational resource and technical guide focused on the development, optimization, and application of large language models. It provides a structured curriculum for mastering prompt engineering, ranging from foundational principles of instruction design to advanced techniques for improving model reasoning, accuracy, and reliability. The guide distinguishes itself by offering deep technical insights into agentic workflows and autonomous system design. It covers the implementation of multi-step reasoning chains, tool integration through function calling, and stat
Explains advanced prompting techniques like Tree of Thoughts to improve model reasoning on complex tasks.