# Quick Start

#### Requirements

* Python 3.11 or newer

#### Installation

You can install the bare bones library as follows (only \[`any_guardrails.guardrails.any_llm.AnyLlm`] will be available):

```bash
pip install any-guardrail
```

Or you can install it with the required dependencies for different guardrails:

```bash
pip install any-guardrail[huggingface]
```

Refer to [pyproject.toml](https://github.com/mozilla-ai/any-guardrail/blob/main/pyproject.toml) for a list of the options available.

#### Basic Usage

`AnyGuardrail` provides a seamless interface for interacting with the guardrail models. It allows you to see a list of all the supported guardrails, and to instantiate each supported guardrails. Here is a full example:

```python
from any_guardrail import AnyGuardrail, GuardrailName, GuardrailOutput

guardrail = AnyGuardrail.create(GuardrailName.DEEPSET)

result: GuardrailOutput = guardrail.validate("All smiles from me!")

assert result.valid
```

#### Troubleshooting

Some of the models on HuggingFace require extra permissions to use. To do this, you'll need to create a HuggingFace profile and manually go through the permissions. Then, you'll need to download the HuggingFace Hub and login. One way to do this is:

```bash
pip install --upgrade huggingface_hub

hf auth login
```

More information can be found here: [HuggingFace Hub](https://huggingface.co/docs/huggingface_hub/en/quick-start#login-command)


---

# 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.mozilla.ai/any-guardrail/quickstart.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.