Coze Studio is an open-source, all-in-one AI agent development platform designed for rapid creation, debugging, and deployment of AI agents and applications. It targets developers seeking a visual, low-code/no-code environment to build sophisticated AI solutions, leveraging various large models and tools with reduced development costs.

How It Works

The platform provides a microservices architecture built with Golang backend and React/TypeScript frontend, following Domain-Driven Design principles. It integrates core AI agent technologies like prompts, Retrieval-Augmented Generation (RAG), plugins, and workflows. This approach allows developers to visually construct agents and applications, manage resources such as knowledge bases and plugins, and deploy them via APIs or SDKs, simplifying complex AI development.

Quick Start & Requirements

• Install: Clone the repository and use docker compose up -d within the docker directory after configuring .env.
• Prerequisites: Docker and Docker Compose must be installed and running. Minimum system requirements: 2 Cores, 4 GB RAM.
• Configuration: Requires configuring model services (e.g., Volcengine Ark API Key and Endpoint ID) and potentially plugin authentication keys.
• Access: Available at http://localhost:8888/.
• Docs: Developer Guide, Quickstart

Highlighted Details

• Visual, no-code/low-code interface for agent and workflow building.
• Supports integration with multiple large models (e.g., OpenAI, Volcengine).
• Offers features like knowledge bases, plugins, and workflow orchestration.
• Provides OpenAPI and Chat SDK for integration into external applications.

Maintenance & Community

The project is actively maintained and welcomes community contributions. Discussion channels include GitHub Issues, Feishu Group Chat, Discord, and Telegram. Key contributors and supporting teams are acknowledged, including Eino, FlowGram, and Hertz.

Licensing & Compatibility

Licensed under Apache 2.0, permitting commercial use and integration with closed-source projects.

Limitations & Caveats

Certain advanced features, such as tone customization, are exclusive to the commercial version of Coze. The README does not detail specific performance benchmarks for the open-source version.