> ## Documentation Index
> Fetch the complete documentation index at: https://praison.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# observability • AI Agents Framework

> PraisonAI Observability Integrations.

# observability

<Badge color="purple">AI Agents Framework</Badge>

PraisonAI Observability Integrations.

Observability adapters for external platforms like Langfuse, WandB, etc.
These live in the wrapper layer and implement TraceSinkProtocol from the core SDK.

## Import

```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
from praisonai import observability
```