Dify AI Agent, developed by LangGenius, Inc., is an open-source LLMOps platform designed to facilitate the development of generative AI applications. This platform is particularly useful for both developers and non-technical users, enabling them to efficiently build and operate AI applications. By integrating the principles of Backend as a Service (BaaS) with Large Language Model Operations (LLMOps), Dify provides a holistic environment for AI application development. The Dify platform is equipped with a wide array of features tailored for the development of AI applications. These features enhance user experience and operational efficiency, allowing for seamless interaction and management of AI agents. Dify AI Agent can be utilized in a variety of scenarios, showcasing its versatility and adaptability. Some practical applications include: To begin using Dify, you can access the platform as an open-source solution. Users interested in exploring the capabilities of Dify are encouraged to visit the official GitHub repository or contact LangGenius, Inc. for more information. This allows potential users to delve into the platform's features and start building their own AI applications.Features
Feature
Description
Visual Prompt Orchestration
Provides a visual prompt editor and debugging interface for easy prompt management.
Context Enhancement and Fine-Tuning
Allows fine-tuning of popular LLM models like GPT 3 and GPT 3.5 Turbo for specific applications.
Integration with Popular Platforms
Seamlessly integrates with communication platforms such as Slack, Discord, Telegram, and Feishu.
Data Management and Analysis
Includes dataset management and analysis features for real-time dataset labeling and performance improvement.
Retrieval-Augmented Generation (RAG) Engines
Offers end-to-end RAG pipelines to simplify data preparation from various file formats.
Customizable Agent Framework
Allows developers to define agents based on function calls or the ReAct paradigm, enabling custom tool integration.
Workflow Orchestration
Provides a visualized canvas for dragging and connecting components to create complex AI workflows.
Comprehensive Support for LLMOps
Includes operations and maintenance capabilities for monitoring, optimizing prompts, datasets, and models.
Use Cases
How to get started
The pricing for Dify from LangGenius, Inc. is structured around various plans catering to different needs. Below are the available plans: Pricing for Dify Premium on AWS Marketplace is based on actual usage: For detailed breakdowns of costs per instance type and additional information, please refer to the AWS Marketplace listings.Dify Pricing Information
AWS Marketplace Pricing