ModelScope-Agent

Agent framework connecting ModelScope models to the world

CommonProductProgrammingagentmulti-agents

ModelScope-Agent is a customizable and extensible agent framework equipped with role-playing, large language model invocation, tool utilization, planning, and memory capabilities. It simplifies the implementation of agent applications by providing rich model and tool interfaces. Its unified interface and high extensibility, coupled with low coupling, allow developers to easily utilize built-in tools, LLMs, and memory components without being bound to higher-level agents.

Simple agent implementation: Achieve agent applications by simply specifying role instructions
LLM names
and tool name lists.
Rich models and tools: The framework integrates numerous LLM interfaces
including Dashscope
Modelscope model interfaces
and OpenAI model interfaces.
Unified interface and high extensibility: The framework features a clear tool and LLM registration mechanism
facilitating the expansion of diverse agent applications.
Low coupling: Developers can readily use built-in tools

ModelScope-Agent is designed for developers looking to build and customize agent systems
particularly those who need to leverage large language models and tools to automate complex tasks. It caters to enterprises and developers who require highly customized solutions
as well as teams seeking to enhance efficiency and innovation through technology.

Constructing a Facechain Agent capable of generating personalized portraits using ModelScope-Agent.
Integrating a Story Agent for generating illustrations for storybooks in a local version.
Utilizing the local version of ModelScope GPT
run through gradio
to achieve local deployment and usage.

Clone the repository and install dependencies: `cd modelscope-agent && pip install -r requirements.txt`
Utilize ModelScope Notebook
download and upload the demo file to the GPU
and execute the demo notebook in sequence.
Initialize a RolePlay object

Visit

ModelScope-Agent Visit Over Time

Monthly Visits

488643166

Bounce Rate

37.28%

Page per Visit

5.7

Visit Duration

00:06:37

ModelScope-Agent Visit Trend

ModelScope-Agent Visit Geography

ModelScope-Agent Traffic Sources

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