diff --git a/docs/_docs/13-gen-ai-api-integrations.md b/docs/_docs/13-gen-ai-api-integrations.md
index 1035657..3307599 100644
--- a/docs/_docs/13-gen-ai-api-integrations.md
+++ b/docs/_docs/13-gen-ai-api-integrations.md
@@ -8,21 +8,21 @@ redirect_from:
 toc: false
 toc_sticky: true
 ---
-Here you can explore examples of how to connect to Gen AI models from different AI providers via Prompt Sail and for different libraries.
+In this section, you can explore examples demonstrating how to connect to different GenAI models using Prompt Sail and various libraries.
 
 | Integration | Description |
 | ----------- | ----------- |
-| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_openai.ipynb) | works for the chat completions models |
-| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_multimodal.ipynb) | works for multimodal models |
-| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_images.ipynb) | works for image generation models |
-| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_embeddings.ipynb) | works for embedding models |
-| [**OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_openai.ipynb) | works for chat completions models |
-| [**Azure OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_azure_openai.ipynb) | works for chat completion models |
-| [**Azure OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_azure_dalle.ipynb) | works for image generation models |
-| [**Azure OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_azure_openai.ipynb) | works for chat completion models |
+| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_openai.ipynb) | works for the chat models |
+| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_multimodal.ipynb) | works for multimodal models (GPT-4o-mini, GPT-4o, GPT-4 Turbo)|
+| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_images.ipynb) | works for image generation models (DALL-E models) |
+| [**OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_oai_embeddings.ipynb) | works for embedding models (text-embedding-small, text-embedding-large and text-embedding-ada)|
+| [**OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_openai.ipynb) | works for the chat models |
+| [**Azure OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_azure_openai.ipynb) | works for the chat models |
+| [**Azure OpenAI** with **OpenAI SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/openai_sdk_azure_dalle.ipynb) | works for image generation models (DALL-E models) |
+| [**Azure OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_azure_openai.ipynb) | works for chat models |
 | [**Azure OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_azure_multimodal.ipynb) | works for multimodal models |
 | [**Azure OpenAI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_azure_oai_embeddings.ipynb) | works for embedding models |
-| [**Anthropic** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_anthropic.ipynb) | works with all claude family models |
+| [**Anthropic** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_anthropic.ipynb) | works with all Claude family models |
 | [**Anthropic** with **Anthropic SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/anthropic_sdk_claude.ipynb) | works with all Claude family models |
 | [**Google Vertex AI** with **LangChain**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/langchain_google_vertexai.ipynb) |  |
 | [**Groq** with **Groq SDK**](https://github.com/PromptSail/prompt_sail/blob/dev/examples/groq_sdk_groq.ipynb) |  |