# Afnio

Afnio is a framework for automatic prompt and hyperparameter optimization, particularly
designed for complex AI systems where Language Models (LMs) are employed multiple times
in workflows, such as in LM pipelines and agent-driven architectures. Effortlessly build
and optimize AI agents and end-to-end workflows for classification, information
retrieval, question-answering, etc.

```{toctree}
:maxdepth: 1
:class: afnio-overview-toctree

install-afnio/index
quickstart/facility_support_sentiment
```

```{toctree}
:maxdepth: 2

user_guide/index
afnio-api/index
```