---
title: "Discussion on \"You're Not Writing Prompts. You're Giving the AI Coordinates.\" | Hashnode"
description: "Discussion on \"You're Not Writing Prompts. You're Giving the AI Coordinates.\". Models encode text and images as high‑dim vectors; cosine similarity finds nearest neighbours; RAG retrieves relevant context for precise LLM answers."
url: "https://hashnode.com/posts/you-re-not-writing-prompts-you-re-giving-the-ai-coordinates/6a30b118e1da50697f0bb8a0"
---

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# [You're Not Writing Prompts. You're Giving the AI Coordinates.](https://changeofbasis.hashnode.dev/you-re-not-writing-prompts-you-re-giving-the-ai-coordinates?utm_source=hashnode&utm_medium=feed)

Models encode text and images as high‑dim vectors; cosine similarity finds nearest neighbours; RAG retrieves relevant context for precise LLM answers.

Jun 16 · 5 min read · changeofbasis.hashnode.dev  
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-   [#embedding](https://hashnode.com/tag/embedding)
-   [#vectorsearch](https://hashnode.com/tag/vectorsearch)
-   [#promptengineering](https://hashnode.com/tag/promptengineering)

## Written by

[Raghavan T M](https://hashnode.com/@raghav-1)

@raghav-1 · Chennai, India

  
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