Dify

NewVerified

Open-source platform for building and deploying AI agents and workflows.

Developer & API Tools

8.6 (60.121 score)

open-sourceAPI Available

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Overview

Dify is an open-source LLM application development platform that lets developers create, test, and deploy AI agents without extensive coding. It provides a visual workflow builder, RAG capabilities, and model management in one place. Teams use it to build chatbots, autonomous agents, and AI-powered applications faster than traditional development.

Pros

Open-source with self-hosting option for full control
Visual workflow builder reduces coding complexity
Built-in RAG and vector database integration
Multi-model support across OpenAI, Anthropic, and others
API-first design enables programmatic access

✕ Cons

Steeper learning curve for non-technical users
Self-hosting requires DevOps expertise and maintenance
Smaller community compared to established platforms

Key Features

Visual workflow builder

RAG and knowledge base

Multi-model LLM support

Agent orchestration

REST and Python APIs

Prompt management and versioning

Use Cases

Developers building custom AI agents and chatbotsEnterprises deploying LLM apps with data privacy needsTeams creating RAG systems with proprietary documentsSaaS companies embedding AI features into products