Update faq.md

vizro-ai/docs/pages/user-guides/faq.md

@@ -1,4 +1,20 @@
-# How to configure Vizro-AI parameters
+# Frequently asked questions
+
+## Which LLMs are supported by Vizro-AI?
+Vizro-AI currently supports OpenAI models as follows:
+
+- gpt-3.5-turbo-0613 (to be deprecated on June 13, 2024)
+- gpt-4-0613
+- gpt-3.5-turbo-1106 (under testing)
+- gpt-4-1106-preview (under testing, not suitable for production use)
+
+These models provide different levels of performance and
+cost. In general, the `gpt-3.5-turbo` collection provides the most cost-effective models,
+which would be a good starting point for most users. `gpt-4` models are more powerful than `gpt-3` models, e.g. they allow for more tokens per request. You can refer to these models' [capabilities](https://platform.openai.com/docs/models/overview)
+and [pricing](https://openai.com/pricing) for more information.
+
+We are working on supporting more models and more vendors. Please stay tuned!
+
 
 !!! Warning
 
@@ -10,15 +26,13 @@
 
     Users are also recommended to review the third party API key section of the [disclaimer](../explanation/disclaimer.md) documentation.
 
-## Supported parameters
+## What parameters does Vizro-AI support?
 Currently, Vizro-AI supports the following parameters:
 
 - `temperature`: A parameter for tuning the randomness of the output. It is set to 0 by
   default. We recommend setting it to 0 for Vizro-AI usage, as it's mostly
   deterministic.
-- `model_name`: The name of the model to use. Please refer to the section
-  [Models currently supported by Vizro-AI](#supported-models) for available
-  model options.
+- `model_name`: The name of the model to use. See above for [models currently supported by Vizro-AI](#which-llms-are-supported-by-vizro-ai) for the models supported.
 
 !!! example "Config and construct Vizro-AI"
     === "python"
@@ -30,19 +44,3 @@ Currently, Vizro-AI supports the following parameters:
 
 
 
-## Supported models
-Vizro-AI currently supports the following LLMs:
-
-### OpenAI models
-
-- gpt-3.5-turbo-0613 (to be deprecated on June 13, 2024)
-- gpt-4-0613
-- gpt-3.5-turbo-1106 (under testing)
-- gpt-4-1106-preview (under testing, not suitable for production use)
-
-These models provide different levels of performance and
-cost. In general, the `gpt-3.5-turbo` collection provides the most cost-effective models,
-which would be a good starting point for most users. `gpt-4` models are more powerful than `gpt-3` models, e.g. they allow for more tokens per request. You can refer to these models' [capabilities](https://platform.openai.com/docs/models/overview)
-and [pricing](https://openai.com/pricing) for more information.
-
-We are working on supporting more models and more vendors. Please stay tuned!