Modelscope-Agent

About Modelscope-Agent

Launched Jan 15, 2025

Description

ModelScope-Agent: An agent framework connecting models in ModelScope with the world

Modelscope-Agent is a customizable and scalable Agent framework. A single agent has abilities such as role-playing, LLM calling, tool usage, planning, and memory. It mainly has the following characteristics: Simple Agent Implementation Process: Simply specify the role instruction, LLM name, and tool name list to implement an Agent application. The framework automatically arranges workflows for tool usage, planning, and memory. Rich models and tools: The framework is equipped with rich LLM interfaces, such as Dashscope and Modelscope model interfaces, OpenAI model interfaces, etc. Built in rich tools, such as code interpreter, weather query, text to image, web browsing, etc., make it easy to customize exclusive agents. Unified interface and

Pros

Customizable and scalable framework allows users to tailor agents to specific needs.
Simple implementation process helps create agent applications efficiently.
Rich model support includes interfaces for multiple LLMs, such as Dashscope, Modelscope, and OpenAI.
Diverse toolset includes code interpreter, weather query, text to image, web browsing, and more.
Automatic arrangement of workflows for tool usage, planning, and memory management simplifies agent development.

Cons

Potential complexity for users unfamiliar with agent-based frameworks.
Dependency on external models and tools may limit standalone functionality.
Integration requirements with specific LLMs and tools may create a learning curve for new users.