BEST SUITED FOR
Dify.ai:Enterprise engineers, AI product managers, and startups building complex multi-agent RAG applications
FastGPT:Enterprises, customer support departments, and developers requiring precise document chunking and hybrid search
PRICING MODEL
Open Source (Starts at $0/mo)
Open Source (Starts at $0/mo)
ACTIVE DISCOUNT OFFERS
0% OFF (PRICING)
0% OFF (PRICING)
STANDOUT ADVANTAGES
Significantly more intuitive visual DAG canvas than raw LangChain code Built-in token cost analytics and human annotation datasets 100% self-hostable with zero telemetry lock-in Hybrid search (BM25 + Vector) dramatically cuts down hallucinated answers Automated QA pair generation from long text documents Fully open source and self-hostable KNOWN SHORTCOMINGS
Self-hosted Docker requires at least 4GB of RAM for full stack Workflow loops can be complex to debug without stepping through logs Community and documentation are heavily bilingual (English and Chinese) Advanced workflow debugging requires testing node outputs step-by-step