AgentScope: Drag-And-Drop UI To Create Applications! - Multi-Agent AI Framework!

Introducing Agent Scope, a drag and drop application for easily building LM apps and multi-agent systems. Features include flexible yet robust multi-agent platform and a drag and drop UI for building apps easily.

Empowering developers to build multi-agent applications with large scale models. Features include easy-to-use components, comprehensive documentation, broad compatibility, and a unique robustness in supporting customized features.

Agent Scope's robust support includes customized fault tolerance controls and retry mechanisms for application stability. Enables building distributed multi-agent applications in a centralized programming manner.

Overview of accessing and deploying Agent Scope, including installation requirements like Python 3.9+, Pip, and cloning the repository. Instructions on installing and configuring Agent Scope for building distributed multi-agents.

Details on configuring model types within Agent Scope, including utilizing open-source models like OpenAI, chat model embeddings, and APIs like Dash Scopes and Gemini API. Instructions on setting up agents using code.

Introduction to the Agent Scope workstation for easy access and utilization. Explanation of how to sign in with GitHub and utilize the drag and drop UI to create workflows and multi-agent applications.

Example of programming multi-agent conversations in Agent Scope including setting up coding environments and interactive coding sessions with assistant and dialog agents. Showcase of collaborative tasks and review scenarios.

Creating a coding assistant within Agent Scope to provide solutions for coding tasks, explanations, and debugging. Demonstration of how the assistant agent works on code snippets, debugs errors, and provides correct solutions.

Exploration of different components and models within Agent Scope, highlighting the ability to customize agents, pipelines, and tools. Comparison of limitations between using the workstation and deploying locally.

Overview of Agent Scope's continuous development, introducing new features like streaming mode, Agents algorithm mixture, prompt tuning module, and rack functionality. Recommendation to try out the platform for building language model applications.