Dify
Click to visit website
About
Dify is an open-source platform designed for the rapid development and deployment of LLM-based applications. It functions as an orchestration layer that simplifies the complexity of building AI agents, chatbots, and RAG (Retrieval-Augmented Generation) pipelines. By providing a unified interface to connect various large language models with private data and external tools, Dify allows developers to move from initial sketches to production-ready applications without managing fragmented infrastructure. The platform is designed to be production-ready from day one, offering stability and security for critical data assets. The platform features a visual workflow designer that utilizes a drag-and-drop interface, enabling users to build complex logic flows without deep coding requirements. Key technical components include advanced RAG pipelines for document processing, support for a wide range of model providers like OpenAI, Anthropic, and Llama 2, and integrated observability tools for monitoring application performance. It also supports local model integration through Ollama, providing flexibility for developers who prefer to keep data on-premise or use open-source alternatives. Users can also leverage a marketplace to discover and extend capabilities through various plugins. Dify is particularly well-suited for independent developers, startups looking to reach MVP quickly, and enterprise teams needing a scalable AI infrastructure. Startups can benefit from the out-of-the-box features to validate ideas at high velocity, while large organizations use the platform to distribute AI capabilities across multiple departments. The inclusion of role management and SOC Type II reports on higher tiers makes it a viable choice for organizations with strict security and collaboration requirements. It serves a wide range of roles from software engineers to data analysts who need to implement generative AI solutions. What sets Dify apart is its production-oriented philosophy combined with a massive open-source ecosystem, evidenced by over 129,000 GitHub stars. Unlike basic prompt wrappers, it offers comprehensive lifecycle management, including version control, log history, and advanced analytics. Its ability to balance ease of use through low-code tools with the power of self-hosting and deep integrations makes it a versatile middle ground for modern AI development. The platform's commitment to flexibility allows users to pivot between models and tools with minimal friction.
Pros & Cons
Extensive model support including OpenAI, Anthropic, and open-source models via Ollama.
Visual workflow builder allows for complex LLM logic without deep programming knowledge.
Open-source foundation with a very active community and over 129,000 GitHub stars.
Production-ready features like SOC Type II reports and comprehensive log history.
Flexible deployment options including both cloud-hosted and self-hosted environments.
The Sandbox free plan is limited to only 200 total message credits for trial purposes.
The Professional plan restricts team collaboration to just three members per workspace.
Knowledge data storage on the entry-level plan is capped at a small 50MB limit.
Advanced branding and customization features are reserved for higher-tier paid plans.
Use Cases
Independent developers can use the low-code builder to reach MVP status for AI applications in record time.
Enterprise AI teams can build internal Q&A bots that serve thousands of employees across multiple departments using RAG pipelines.
Startups can validate AI product ideas by rapidly pivoting between different LLMs and tools using the visual orchestration interface.
Marketing teams can automate the generation of multi-format copy by running multiple prompts simultaneously through sequential workflows.
Educators and students can access the platform's core features for free to learn about AI orchestration and agent building.
Platform
Task
Features
• agentic workflows
• visual drag-and-drop editor
• rag pipelines
• marketplace for plugins
• app version control
• observability and logs
• local model support (ollama)
• model vendor management
FAQs
Can I use Dify with local models?
Yes, Dify supports local models through integrations like Ollama and any OpenAI-like API. This allows developers to run private or open-source models while using Dify's orchestration interface.
What is the difference between Cloud and Self-hosted versions?
Dify Cloud is a managed service for immediate application building, while the Self-hosted version allows you to install the platform on your own infrastructure. Self-hosting is typically preferred for enterprises with strict data privacy and local hosting requirements.
How do message credits work?
Message credits are consumed when you send messages to your AI applications on the Cloud platform. The Sandbox plan provides 200 trial credits, while paid plans provide a monthly recurring quota starting at 5,000 credits.
Is Dify secure for enterprise data?
Dify provides enterprise-grade security features, including SOC Type II reports for its cloud infrastructure. It also offers role management and the option for self-hosting to ensure sensitive data assets remain protected.
Does Dify support RAG (Retrieval-Augmented Generation)?
Yes, Dify includes a comprehensive Knowledge Base (RAG) system that supports batch document uploads, website crawling, and custom pipeline templates. It features advanced document processing to optimize data for LLM retrieval.
Pricing Plans
Professional
USD59.00 / per workspace/month• 5,000 message credits/month
• 3 Team Members
• 50 Apps
• 500 Knowledge Documents
• 5GB Storage
• 20,000 Trigger Events/month
• Unlimited Log History
• Priority Document Processing
• No Dify API Rate Limit
Team
USD159.00 / per workspace/month• 10,000 message credits/month
• 50 Team Members
• 200 Apps
• 1,000 Knowledge Documents
• 20GB Storage
• Unlimited Trigger Events
• Priority Workflow Execution
• 5,000 Annotation Quota Limits
Sandbox
Free Plan• 200 message credits
• 1 Team Member
• 5 Apps
• 50 Knowledge Documents
• 50MB Storage
• 3,000 Trigger Events
• 30 Days Log History
• 5,000 API Rate Limit/month
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
Rork
Rork is an AI-powered platform that accelerates native mobile app development, building complete, cross-platform applications using React Native.
View Details
TableSprint
Automate sales, support, and operations by deploying production-ready AI agents for voice, chat, and email without requiring dedicated engineering bandwidth.
View Details
AppScriptor
AI-powered app development platform. Build iOS and Android apps 10x faster from simple text prompts.
View Details
Zudoku
Empower your development team to build high-performance API portals with an open-source framework that combines OpenAPI schemas, MDX content, and live testing.
View Details
Anvil
Anvil is a platform that allows users to build and deploy web applications quickly and for free, focusing on rapid application development.
View Details
ShipAIFast
Quickly launch AI-powered applications with prebuilt apps and customizable templates.
View Details
Agents-Flex
Build sophisticated LLM applications in Java with a lightweight, LangChain-inspired framework featuring native function calling and flexible prompt templates.
View Details
ProjectX
ProjectX is an AI tool that helps users generate near production-ready Minimum Viable Products (MVPs) in minutes, pushing the code directly to GitHub.
View Details
CodeConductor
Build production-ready AI applications from plain English prompts with a no-code platform that offers full code ownership, scalable hosting, and zero vendor lock-in.
View Details
Salieri
A multi-agent AI workflow tool for efficient and trustworthy application development.
View Details
ZAPT
Launch custom business applications in under a week with a managed AI-powered development service that handles everything from initial design to maintenance.
View Details
Firebase Studio
Build and deploy multi-platform apps faster using an AI-assisted cloud workspace that integrates deep Firebase tooling for a streamlined developer experience.
View Details
Glowbom
Build and export fully functional apps and games by sketching your ideas with AI-powered code generation for iOS, Android, and web without writing any code.
View DetailsFeatured Tools
adly.news
Connect with engaged niche audiences or monetize your subscriber base through an automated marketplace featuring verified metrics and secure Stripe payments.
View Details
Atoms
Launch full-stack products and acquire customers in minutes using a coordinated team of AI agents that handle everything from deep research to SEO and coding.
View Details
Sketch To
Convert images into artistic sketches or transform hand-drawn drafts into realistic photos using advanced AI models designed for artists, designers, and hobbyists.
View Details
Seedance 4.0
Create high-definition AI videos from text prompts or images in seconds with built-in audio, commercial rights, and support for multiple cinematic models.
View Details
Seedance
Transform text prompts or static images into cinematic 1080p videos with fluid motion and consistent multi-shot storytelling for creators and brands.
View Details
GenMix
Generate professional-quality AI videos, images, and voiceovers using world-class models like Sora 2 and Kling 2.6 through a single, unified creative dashboard.
View Details
Reztune
Land more interviews by instantly tailoring your resume to any job description using AI-driven keyword optimization and professional, ATS-friendly templates.
View Details
Image to Image AI
Transform photos and videos using advanced AI models for face swapping, restoration, and style transfer. Perfect for creators needing fast, professional visuals.
View Details
Nano Banana
Edit and enhance photos using natural language prompts while maintaining character consistency and scene structure for professional marketing and digital art.
View Details