Coze Studio - Open Source AI Agent Development Platform from ByteDance

What is Coze Studio

Coze Studio is ByteDance's open source AI intelligence development platform designed for developers to simplify the building, deployment and management of AI applications.Coze Studio provides a one-stop development environment that supports Prompt, RAG, Plugin and Workflow Based on the core technology, such as visual orchestration tools, developers can realize zero-code or low-code development and quickly build complex AI applications. The platform has a built-in plug-in framework that supports the integration of third-party APIs or private functions to expand the capabilities of intelligent bodies. The platform supports multi-model access, knowledge base management, database support, and real-time interactive functions, and provides rich APIs and SDKs to facilitate secondary development. React Developed with a domain-driven design, it is easy to scale and privatize, requires only a dual-core CPU and 4GB of RAM to run, and is suitable for a variety of scenarios such as rapid prototyping, SMB AI landing, and in-house Q&A bots.

Key Features of Coze Studio

• One-stop development and deploymentThe company provides full-process support from development to deployment, covering a variety of core technologies to help developers efficiently complete the construction of AI applications.
• Visual workflow orchestration: Rapidly build complex workflows based on drag-and-drop nodes, support zero-code or low-code development, and lower the development threshold.
• intelligent body management (religion): Provides a rich set of application templates and orchestration frameworks to support the rapid creation, publishing, and management of AI intelligences.
• Multi-model integrationIt supports a variety of mainstream big models (e.g. OpenAI, Volcano Engine, etc.), and provides a unified model interface, which is convenient for developers to choose flexibly.
• Knowledge base and data management: Integration RAG Capabilities, support for vector search, support for uploading documents or data, and intelligent bodies to generate accurate answers based on the knowledge base.
• Powerful plug-in system: Support for creating, configuring, and managing plug-ins that can encapsulate third-party APIs or private functionality to extend the capabilities of intelligences.
• Real-time interactive capabilities: Support for real-time chat, voice synthesis and transcription via WebSocket to enhance the user experience.
• API and SDK Support: Provide rich APIs and multi-language SDKs (e.g. Python, JavaScript, Java) to facilitate secondary development.
• Database Integration: Supports data storage and querying to meet different types of data management needs.

Coze Studio's official website address

• Github repository:: https://github.com/coze-dev/coze-studio

How to use Coze Studio

• Preparing the environment: Ensure that your computer meets the minimum configuration requirements (dual-core CPU and 4GB of RAM) and that Docker and Docker Compose are installed.
• Get source code: Clone Coze Studio's source code locally based on Git commands.
• configuration model: Go to the project directory, copy and modify the model configuration file, and set parameters such as Model ID, API Key and Model Service ID.
• Deployment services: Go to the Docker directory and run the deployment script to start the service.
• Access platforms: Open the front-end page of Coze Studio by visiting http://localhost:8888/ with your browser.
• Register Login: Complete account registration and login.
• Creating Intelligentsia: Once you have logged in, click on "Create Bot" and enter basic information such as your name and avatar.
• Configuring Intelligent Bodies: Set roles, skills and limits, add plug-ins, configure workflows, knowledge bases or databases.
• test function: Talk to the intelligences on the debug page to test their functionality.
• Publishing Applications: After finishing the configuration, click the "Publish" button to publish the smart body to the app store.

Coze Studio's core strengths

• low-threshold developmentThe company's core competencies include: zero-code or low-code development based on visual workflow orchestration and rich application templates, and rapid construction of complex AI applications.
• Highly scalable functionality: Built-in plug-in framework that supports encapsulation of third-party APIs or private functions, enabling flexible expansion of the capabilities of the smart body.
• Knowledge management is efficient: Integrated RAG capability, support for vector search, ability to upload documents or data, and support for intelligences to generate accurate answers based on the knowledge base.
• Deployment flexibilityIt supports both local and private deployment and requires only a dual-core CPU and 4GB of RAM to meet the deployment needs of different scenarios.
• Strong technical supportProvide multi-language SDK and real-time interaction capabilities to facilitate secondary development and enhance user experience.
• Open Source Support: Coze Studio code open source , easy to secondary development .
• Rich application scenariosIt is suitable for various scenarios such as rapid prototyping, AI landing in SMEs, in-house Q&A bots, AI interactive questionnaire systems, and so on.

Who Coze Studio is for

• AI developersThe AI application can be quickly built and optimized with a low-code development environment and a rich plug-in system to improve development efficiency.
• SME Technology Team: Quickly build intelligent applications that solve business problems and lower the threshold and cost of AI development with Coze Studio.
• In-house development team: Develop in-house intelligence tools and secure data with Coze Studio's private deployment and knowledge base management capabilities.
• AI Entrepreneurs: Rapidly validate AI startup ideas, build MVPs and bring them to market with rapid prototyping capabilities.
• Individual developers and enthusiasts: Easily get started with AI development and explore personal projects and learning practices with the platform's visual workflow and zero-code features.