# Multi Agent Frameworks

- Page: https://shared.btbytes.com/p/multi-agent-frameworks
- Date: 2024-03-25
- Tags: llm

## Mora

> [Sora](https://openai.com/sora) is the first large-scale generalist video generation model that garnered significant attention across society. Since its launch by [OpenAI in February 2024](https://openai.com/research/video-generation-models-as-world-simulators), no other video generation models have paralleled [Sora](https://openai.com/sora)'s performance or its capacity to support a broad spectrum of video generation tasks. Additionally, there are only a few fully published video generation models, with the majority being closed-source. To address this gap, this paper proposes a new multi-agent framework Mora, which incorporates several advanced visual AI agents to replicate generalist video generation demonstrated by Sora.

([Yuan et al. 2024](https://arxiv.org/abs/2403.13248))  -- [lichao-sun/Mora: Mora: More like Sora for Generalist Video Generation](https://github.com/lichao-sun/Mora)


## Text To Video

[Pika](https://pika.art/home)

- text to video
- image to video
- video to video

## Notes on Multi Agents

[From LossFunk's X Page](https://x.com/lossfunk/status/1940673532880736332):

"Don't build multi-agents"

![](https://files.btbytes.com/images/2025/no-multi-agents.png)

## References

- Yuan, Chen, Li, Jia, He, Wang, Sun (2024). [Mora: Enabling Generalist Video Generation via a Multi-Agent Framework](https://arxiv.org/abs/2403.13248).