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What is Context Engineering? | Pinecone

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Learn about context engineering and how to apply it to your AI Applications.

← Learn What is Context Engineering? Arjun Patel Jul 15, 2025 Deep Dives Share: Jump to section: Putting the Pieces Together Hallucinations Constrain AI Applications Applying Lessons from Retrieval-augmented Generation to Context Engineering Share: Subscribe to Pinecone Get the latest updates via email when they're published: Get Updates Putting the Pieces Together LLMs are getting better, faster, and smarter, and as they do, we need new ways to use them. Applications people build with them have transitioned from asking LLMs to write to letting LLMs drive actions. With that, comes new challeng

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