, I saw our production system fail spectacularly. Not a code bug, not an infrastructure error, but simply misunderstanding the optimization goals of our AI system. We built what we thought was a elaborate...
Context Engineering by now. This text will cover the important thing ideas behind creating LLM applications using Context Engineering principles, visually explain these workflows, and share code snippets that apply these concepts practically.
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refers back to the careful design and optimization of inputs (e.g., queries or instructions) for guiding the behavior and responses of generative AI models. Prompts are typically structured using either the declarative or...
is the science of providing LLMs with the proper context to maximise performance. Once you work with LLMs, you sometimes create a system prompt, asking the LLM to perform a certain task. Nonetheless,...
engineering space, debates about whether using LLMs in coding is or a foul idea are raging. On the extremes, there are some individuals who think that any use of LLMs in coding...
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In case you are planning to enter data science, be it a graduate or knowledgeable on the lookout for a profession change, or a manager in command of...