Update integrating-generative-apis-with-popular-tools.mdx

Author: fpagny

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

@@ -36,7 +36,7 @@ Scaleway Generative APIs follow OpenAI's API structure, making integration strai
 
 ### Configuration
 
-To use the OpenAI library with Scaleway's Generative APIs, you'll need to set the API key and base URL in your OpenAI-compatible client:
+To use the OpenAI client library with Scaleway's Generative APIs, you'll need to set the API key and base URL in your OpenAI-compatible client:
 ```python
 import openai
 openai.api_key = "<API secret key>"
@@ -51,9 +51,9 @@ print(response["choices"][0]["message"]["content"])
   Make sure to replace `<API secret key>` with your actual API key.
 </Message>
 
-### Using OpenAI for text generation
+### Using OpenAI client for text generation
 
-To use OpenAI for text generation, you can create a `ChatCompletion` object and call the `create` method:
+To use OpenAI client for text generation, you can create a `ChatCompletion` object and call the `create` method:
 ```python
 response = openai.ChatCompletion.create(
     model="llama-3.1-8b-instruct",
@@ -66,6 +66,11 @@ print(response["choices"][0]["message"]["content"])
 
 LangChain is a popular library for building AI applications. Scaleway's Generative APIs support LangChain for both inference and embeddings.
 
+<Message type="tip">
+  Refer our dedicated documentation for
+  - [Implementing Retrieval-Augmented Generation (RAG) with LangChain and Scaleway Generative APIs](/tutorials/how-to-implement-rag-generativeapis/)
+</Message>
+
 ### Configuration
 
 To use LangChain with Scaleway's Generative APIs, you'll need to install the required dependencies:
@@ -168,6 +173,12 @@ To use Continue Dev with Scaleway's Generative APIs, you'll need to modify the `
     "provider": "scaleway",
     "model": "bge-multilingual-gemma2",
     "apiKey": "<API secret key>"
+  },
+  "tabAutocompleteModel": {
+    "model": "qwen2.5-coder-32b",
+    "title": "Qwen2.5 Coder Autocomplete",
+    "provider": "scaleway",
+    "apiKey": "<API secret key>"
   }
 }
 ```
@@ -240,4 +251,4 @@ print(response.json()["choices"][0]["message"]["content"])
 ```
 <Message type="tip">
   Make sure to replace `<API secret key>` with your actual API key.
-</Message>
+</Message>