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Fix grammar #983

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c1b0d53
Fix grammar
chesterlaw Oct 5, 2025
50980cb
Fix grammar
chesterlaw Oct 5, 2025
0ccd2e8
Fix punctuation/grammar
chesterlaw Oct 5, 2025
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2 changes: 1 addition & 1 deletion 05-advanced-prompts/README.md
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Expand Up @@ -6,7 +6,7 @@ Let's recap some learnings from the previous chapter:

> Prompt _engineering_ is the process by which we **guide the model towards more relevant responses** by providing more useful instructions or context.

There are also two steps to writing prompts, constructing the prompt, by providing relevant context and the second part is _optimization_, how to gradually improve the prompt.
There are also two steps to writing prompts: constructing the prompt, by providing relevant context, and _optimization_, how to gradually improve the prompt.

At this point, we have some basic understanding of how to write prompts, but we need to go deeper. In this chapter, you will go from trying out various prompts to understanding why one prompt is better than another. You will learn how to construct prompts following some basic techniques that can be applied to any LLM.

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2 changes: 1 addition & 1 deletion 06-text-generation-apps/README.md
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Expand Up @@ -42,7 +42,7 @@ Compare it to a command-based app where you type a command:

So how is a text generation app different?

In a text generation app, you have more flexibility, you're not limited to a set of commands or a specific input language. Instead, you can use natural language to interact with the app. Another benefit is that because you're already interacting with a data source that has been trained on a vast corpus of information, whereas a traditional app might be limited on what's in a database.
In a text generation app, you have more flexibility, you're not limited to a set of commands or a specific input language. Instead, you can use natural language to interact with the app. Another benefit is that you're already interacting with a data source that has been trained on a vast corpus of information, whereas a traditional app might be limited on what's in a database.

### What can I build with a text generation app?

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2 changes: 1 addition & 1 deletion 07-building-chat-applications/README.md
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Expand Up @@ -175,7 +175,7 @@ Microsoft's approach to Responsible AI has identified six principles that should

## Assignment

See [assignment](./python?WT.mc_id=academic-105485-koreyst) it will take you through a series of exercises from running your first chat prompts, to classifying and summarizing text and more. Notice that the assignments are available in different programming languages!
See [assignment](./python?WT.mc_id=academic-105485-koreyst). It will take you through a series of exercises from running your first chat prompts, to classifying and summarizing text and more. Notice that the assignments are available in different programming languages!

## Great Work! Continue the Journey

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