Apply suggestions from code review

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

Author: bene2k1

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

@@ -112,10 +112,9 @@ 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 documentation for
+  Refer to our dedicated documentation for detailed information on how to integrate Continue in your favourite IDE.
   - [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.
 </Message>
 
 ### Using Continue with your IDE

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

@@ -85,14 +85,14 @@ embeddings = OpenAIEmbeddings(model="bge-multilingual-gemma2")
   Make sure to replace `<API secret key>` with your actual API key.
 </Message>
 
-### Using LangChain for Inference
+### Using LangChain for inference
 
 To use LangChain for inference, you can create a `ChatOpenAI` object and call the `ask` method:
 ```python
 response = llm.ask("What is the capital of France?")
 print(response)
 ```
-### Using LangChain for Embeddings
+### Using LangChain for embeddings
 
 To use LangChain for embeddings, you can create an `OpenAIEmbeddings` object and call the `compute_embeddings` method:
 ```python