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

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

**In this section**

```{toctree}
:maxdepth: 1

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

**See also**
- {ref}`genai_01_basic_tutorial`
- {ref}`alerts-notifications`