What's Changed
Features
* 🔥 The [Ray](https://docs.ray.io/en/latest/) version of multi-agent solution is on modelscope-agent, please find the [document](https://github.com/modelscope/modelscope-agent/blob/master/modelscope_agent/multi_agents_utils/README.md)
* add a simple server api in `apps/agentfabric`, which is also the api running on [modelscope studio](https://www.modelscope.cn/studios/agent)
* add `tool lazy load`, so that it will not load all tools at starting.
* add `token count` in memory module.
* update agent loop logic make the result much more solid.
Demos & Apps
* multi-role chatroom and videogen by multi agent in apps based multi-agent framework
* using local model as llm by vllm in demos
* multi-round example with memory in demos
**Full Changelog**: https://github.com/modelscope/modelscope-agent/commits/v0.4.0