> ## 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.

# capabilities • AI Agents Framework

> PraisonAI Capabilities Module

# capabilities

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

PraisonAI Capabilities Module

This module provides LiteLLM endpoint capability parity for PraisonAI.
All capabilities are lazy-loaded to minimize import overhead.

Capabilities:

* audio: Transcription and text-to-speech
* images: Image generation and editing
* videos: Video generation
* files: File upload and management
* batches: Batch processing
* vector\_stores: Vector store management
* embeddings: Text embeddings
* rerank: Document reranking
* moderations: Content moderation
* ocr: Optical character recognition
* assistants: OpenAI-style assistants
* fine\_tuning: Model fine-tuning
* responses: Response management
* passthrough: Generic API passthrough
* containers: Container management
* search: Search capabilities
* a2a: Agent-to-agent gateway

## Import

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

### Constants

| Name              | Value                                                                                                                                                                                                         |
| ----------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `_ATTR_TO_MODULE` | `{'transcribe': 'audio', 'atranscribe': 'audio', 'speech': 'audio', 'aspeech': 'audio', 'TranscriptionResult': 'audio', 'SpeechResult': 'audio', 'image_generate': 'images', 'aimage_generate': 'images',...` |
| `_MODULE_ALIASES` | `{'rerank_module': 'rerank', 'ocr_module': 'ocr', 'passthrough_module': 'passthrough', 'search_module': 'search', 'skills_module': 'skills'}`                                                                 |