Apply suggestions from code review

Co-authored-by: Rowena Jones <[email protected]>

Author: bene2k1

pages/generative-apis/how-to/query-code-models.mdx

@@ -33,7 +33,7 @@ Code models are also ideal AI assistants when **added to IDEs** (integrated deve
 
 ### Querying code models with Scaleway's Generative APIs
 
-1. Set Up the OpenAI Python SDK:
+1. Set up the OpenAI Python SDK:
    - Install the SDK by running:
      ```bash
      pip install openai
@@ -87,7 +87,7 @@ Code models are also ideal AI assistants when **added to IDEs** (integrated deve
 
 ### Configuration of Continue
 
-1. Locate the Configuration File. The `config.json` file is typically found at:
+1. Locate the configuration file. The `config.json` file is typically found at:
      - `~/.continue/config.json` on Linux/macOS
      - `%USERPROFILE%\.continue\config.json` on Windows
 
@@ -112,7 +112,7 @@ Code models are also ideal AI assistants when **added to IDEs** (integrated deve
 4. Open the Command Palette in VS Code by pressing `Ctrl+Shift+P` (Windows/Linux) or `Cmd+Shift+P` (Mac) and type "Continue" to access the extension's features.
 
 <Message type="tip">
-  Refer our dedicated documentations for
+  Refer our dedicated documentation for
   - [Integrating Continue Dev with Visual Studio Code](/generative-apis/reference-content/adding-ai-to-vscode-using-continue/)
   - [Integrating Continue Dev with IntelliJ IDEA](/generative-apis/reference-content/adding-ai-to-intellij-using-continue/)
   for detailed information how to integrate Continue in your favourite IDE.

pages/generative-apis/reference-content/adding-ai-to-intellij-using-continue.mdx

@@ -12,7 +12,7 @@ posted_date: 2025-02-14
 
 AI-driven coding is revolutionizing software development by automating repetitive tasks, generating code snippets, improving code quality, and identifying potential bugs. 
 By integrating AI-powered tools, developers can significantly enhance productivity and optimize workflows. 
-This guide will help you integrating AI-powered code models into JetBrain's IntelliJ IDEA using Continue and Scaleway’s Generative APIs.
+This guide will help you integrate AI-powered code models into JetBrain's IntelliJ IDEA using Continue and Scaleway’s Generative APIs.
 
 <Macro id="requirements" />
 

pages/generative-apis/reference-content/adding-ai-to-vscode-using-continue.mdx

@@ -28,7 +28,7 @@ You can install Continue directly from the [Visual Studio Marketplace](https://m
 code --install-extension continue.continue
 ```
 
-### Configure Continue to Use Scaleway’s Generative APIs
+### Configure Continue to use Scaleway’s Generative APIs
 
 To link Continue with Scaleway's Generative APIs, you need to configure a settings file:
 
@@ -95,7 +95,7 @@ Refactoring is essential for maintaining clean and efficient code. Use the *"Con
       return result
   ```
 
-- After AI-Driven refactoring:
+- After AI-driven refactoring:
   ```python
   def add_numbers(a, b):
       return a + b

pages/generative-apis/reference-content/integrating-generative-apis-with-popular-tools.mdx

@@ -30,7 +30,7 @@ The following table compares AI tools and libraries supported by Scaleway's Gene
   The integration effort is subjective and may vary depending on the specific use case and requirements.
 </Message>
 
-## OpenAI-Compatible libraries
+## OpenAI-compatible libraries
 
 Scaleway Generative APIs follow OpenAI's API structure, making integration straightforward. To get started, you'll need to install the OpenAI library and set up your API key.
 
@@ -146,7 +146,7 @@ print(response)
 Continue Dev is a library that provides AI-powered coding assistance. Scaleway's Generative APIs support Continue Dev for code completion and more.
 
 <Message type="tip">
-  Refer our dedicated documentations for
+  Refer our dedicated documentation for
   - [Integrating Continue Dev with Visual Studio Code](/generative-apis/reference-content/adding-ai-to-vscode-using-continue/)
   - [Integrating Continue Dev with IntelliJ IDEA](/generative-apis/reference-content/adding-ai-to-intellij-using-continue/)
 </Message>
@@ -202,7 +202,7 @@ To use Hugging Face for text generation, you can call the `generator` function:
 ```python
 print(generator("Write a short poem about the ocean"))
 ```
-## API clients & custom integrations
+## API clients and custom integrations
 
 You can interact with Scaleway's Generative APIs directly using any HTTP client.