One article takes you to understand Dify's efficient development and flexible deployment

作者:kymo      时间: 2025-07-02      关键词:

The rapidly changing market demand has led to an increasing demand for high development efficiency among enterprises, and excessively long development cycles cannot match the changing needs of enterprises for business flexibility.

Compared with traditional machine learning development, AI application development platforms can significantly shorten the time for enterprises to deploy AI applications and help them better cope with the ever-changing market. At the same time, AI application development platforms can improve the efficiency of cooperation between independent processes.

Therefore, AI development platforms have become the top choice for many enterprises.


Dify has become the most popular AI application low code development platform with four major advantages


Open source transparency and flexible adaptation: Dify has all source code publicly available, allowing enterprises to fully master the technology stack, directly modify the source code, customize functional modules, and meet specific business scenario requirements.

·Security and Data Control: Supports local server or private cloud deployment, HTTPS/TLS transmission encryption, and fully autonomous data management; Role based access control, supporting team collaboration and operational auditing.

·Model and business integration flexibility: Supports mainstream model API access such as GPT, Claude, Llama, etc., and can simultaneously mix and call multiple models; Customize AI application process with low code interface; Provide API and Webhook support, which can be embedded into existing business systems of enterprises.

·Performance and stability optimization: Supports Kubernetes cluster deployment and adapts to high concurrency scenarios; Reduce latency and optimize inference performance through caching mechanisms and batch processing.


The differences in functionality and services between Dify's Enterprise and Community editions have also become a hot topic.

In terms of model support:

Dify The enterprise version adds enterprise level model optimization on the basis of the community version.

In terms of data isolation:

The single tenant mode data in the community version is globally visible, while the enterprise version supports strict data isolation for multiple tenants.

In terms of performance:

The community version has basic concurrency capabilities, while the enterprise version supports high concurrency optimization.

In terms of safety and compliance:

In addition to basic data encryption in the community version, the enterprise version also enhances security features such as SSO/OAuth integration, IP whitelist, and sensitive data anonymization.


As a partner of Dify, Qimo Technology provides private deployment services for Dify Enterprise Edition to enterprises. To meet the advanced management and collaboration, security and compliance enhancement, enterprise level operation and maintenance support, scalability and integration needs of enterprises for AI application development platforms, and help enterprises maintain a competitive advantage in the AI era.


·Advanced Management and Collaboration: Supports organizational structure synchronization, custom approval processes, and dynamic resource quota management.

·Security and Compliance Enhancement: Data Leakage Prevention, Compliance Certification.

·Enterprise level operation and maintenance support: real-time monitoring of alarms and automated operation and maintenance.

·Scalability and Integration: Customize available plugins for Enterprise Edition, and manage external API access permissions uniformly.


At the same time, based on the Dify community version, Qimo Technology relies on Kymo to develop a management suite, providing enterprises with support for building Kymo+Dify (community version). On the basis of the original functions of Dify (Community Edition), Kymo enhances development functions such as plugins, templates, and delivery, and adds AI application management functions to help enterprises develop and manage AI applications on the same platform.


Dify平台示意图


Starting from the specific needs of enterprises, Qimo Technology provides diverse deployment support to meet their flexible definition of business intelligence agent needs, quickly verify scenarios, deploy AI application open platforms, quickly implement AI applications, and promote enterprise business development.


Dify部署方案示意图


Qimo Technology looks forward to working with enterprises to promote the reduction of the threshold for enterprise AI application development. Launching '; Thousand Star Plan; We provide a limited time of 1000 free usage slots for Kymo development management suite to enterprises, and work together with them to bridge the last technical barrier from big models to application implementation, helping enterprises reduce costs, improve efficiency, optimize, and innovate.


千星计划示意图


Qimo Technology believes that with the deployment support of richer, more diverse, and more flexible AI application development platforms, enterprises can more confidently build, deploy, develop, and ensure more secure and compliant AI applications.

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