(genai-data-mgmt)=
# Gen AI data management

The first stage is to build an automated ML pipeline for data collection, data preparation, training and evaluation, including:
data collection, data filtering, data processing, labelling, embeddings.

**In this section**

```{toctree}
:maxdepth: 1

unstructured-data
vector-databases
guardrails-data
```