coze-dev/coze-studio

Project overview

A visual development platform for creating, debugging, and deploying AI agents and workflows using no-code or low-code tools. It requires configuration of external large language model services before use and presents known security risks if deployed on public networks.

Project type

AI Agent · RAG · Workflow

Use cases

Documents & Office · Automation

Deployment

Refer to project documentation

License

Apache-2.0

Best for

• Developers and enterprise teams who want to self-host an AI agent platform and use visual design tools for workflow execution and automation.

Key capabilities

• Create and debug AI agents using visual design tools with no-code or low-code approaches.
• Use a visual canvas to build, publish, and manage executable workflows by dragging and dropping nodes to define data flow and task processing.
• Manage the list of available models and integrate external services such as OpenAI and Volcengine.
• Create and manage knowledge bases to provide domain expertise to agents and reduce model hallucination.
• Develop and manage plugins to extend agent capabilities by connecting to third-party services.
• Create and publish applications, implementing business logic through defined workflows.
• Integrate agents or apps into external systems, create conversations, and initiate chats via API and SDK endpoints.
• Generate more accurate responses based on a user's historical conversation interactions.

Limitations and risks

• Security risks exist for public network deployment, including vulnerabilities related to account registration, Server-Side Request Forgery (SSRF), and API privilege escalation.
• Exposing the platform to a public network without protection may allow unauthorized access or SSRF attacks.

Getting started

• Clone the repository, run the build and Docker Compose commands, register an account on the local port 8888, and configure a large language model in the admin panel before use.

Evidence and sources

• GitHub project description: An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before.
• README: Coze Studio is an all-in-one AI agent development tool. Providing the latest large models and tools, various development modes and frameworks, Coze Studio offers the most convenie…
• README: Model service | Manage the model list, integrate services such as OpenAI and Volcengine | | Build agent | * Build, publish, and manage agent <br> * Support configuring workflows,…
• Release: V0.5.1
• README: You can use functions such as knowledge, plugins, etc., to resolve model hallucination and lack of expertise in professional fields. In addition, Coze Studio provides rich memory…

Reviewed at: 2026-07-17T11:31:17Z