# Using Transformers

Try out the notebooks below to learn how to deploy models with each type of transformers in Merlin.

## Deploy PyFunc Model with Standard Transformer

{% embed url="<https://github.com/caraml-dev/merlin/blob/main/examples/transformer/standard-transformer/Standard-Transformer.ipynb>" %}

## Deploy PyFunc Model with Custom Transformer

{% embed url="<https://github.com/caraml-dev/merlin/blob/main/examples/transformer/custom-transformer/PyFunc-Transformer.ipynb>" %}

## Deploy PyTorch Model with Custom Transformer

{% embed url="<https://github.com/caraml-dev/merlin/blob/main/examples/transformer/custom-transformer/PyTorch-Transformer.ipynb>" %}

## Deploy PyFunc Model with Feast Enricher Transformer

{% embed url="<https://github.com/caraml-dev/merlin/blob/main/examples/transformer/feast-enricher-transformer/Feast-Enricher.ipynb>" %}


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.caraml.dev/tutorial-and-examples/07_examples/03_transformer.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.