Dify.AI is an open-source LLMOps platform designed to help developers build and operate generative AI applications. It offers visual management of prompts, operations, and datasets, enabling the creation of AI apps in minutes or the integration of LLMs into existing applications for continuous improvement. Dify supports the creation of Assistants API and GPTs based on any LLMs and provides features like RAG engine, orchestration studio, prompt IDE, enterprise LLMOps, BaaS solution, LLM agents, and workflows.
Dify.AI
Open-source LLMOps platform for building and operating generative AI applications.
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What is Dify.AI?
How to use
Use Dify.AI to visually design AI apps in an all-in-one workspace, fortify apps with reliable data pipelines using the RAG pipeline, empower prompt design and testing with the Prompt IDE, monitor and refine model reasoning with Enterprise LLMOps, integrate AI into products with the BaaS solution, create custom LLM Agents, and orchestrate AI workflows.
Core Features
- Visual Prompt Management
- RAG (Retrieval-Augmented Generation) Pipeline
- Enterprise LLMOps
- BaaS (Backend as a Service) Solution
- LLM Agents
- AI Workflow Orchestration
- Multi-LLM Support
Use Cases
- Building chatbots and AI assistants for specific industries.
- Generating documents from knowledge bases.
- Creating autonomous AI agents for enterprise automation.
- Developing end-to-end AI workflows for reliable business deployment.
FAQ
Can I try Dify without a paid subscription?
Yes, Dify offers a free trial of core capabilities with 200 messages.
What LLMs does Dify support?
Dify supports OpenAI, Anthropic, Llama2, Azure OpenAI, Hugging Face, Replicate, and other models like Tongyi, Wenxin, Baichuan, Iflytek, ChatGLM, and Minmax.
What is the RAG pipeline in Dify?
The RAG pipeline in Dify fortifies apps securely with reliable data pipelines.
What is Enterprise LLMOps?
Enterprise LLMOps allows you to monitor and refine model reasoning, record logs, and annotate data.
Pricing
Sandbox
Free
Free Trial of Core Capabilities, 200 messages, Support OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate, 1 Team Workspace, 1 Team Member, 5 Apps, 50 Knowledge Documents, 50MB Knowledge Data Storage, 10/min Knowledge Request Rate Limit, 5,000/day API Rate Limit, Standard Document Processing, 10 Annotation Quota Limits, 30 Days Log History
Professional
$59 per workspace/month
5,000 messages/month, Support OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate, 1 Team Workspace, 3 Team Members, 50 Apps, 500 Knowledge Documents, 5GB Knowledge Data Storage, 100/min Knowledge Request Rate Limit, Unlimited Dify API Rate Limit, Priority Document Processing, 2,000 Annotation Quota Limits, Unlimited Log History
Team
$159 per workspace/month
10,000 messages/month, Support OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate, 1 Team Workspace, 50 Team Members, 200 Apps, 1,000 Knowledge Documents, 20GB Knowledge Data Storage, 1,000/min Knowledge Request Rate Limit, Unlimited Dify API Rate Limit, Top Priority Document Processing, 5,000 Annotation Quota Limits, Unlimited Log History
Pros & Cons
Pros
- Open-source and customizable.
- Supports multiple LLMs.
- Offers a comprehensive set of tools for building and managing AI applications.
- Provides features for enterprise-grade security and compliance.
- Facilitates rapid development and deployment of AI solutions.
Cons
- May require technical expertise to set up and manage.
- Reliance on external LLM providers.
- Complexity in orchestrating complex AI workflows.