Dify is one of the most complete open-source LLM platforms: visual workflows, solid RAG pipelines (datasets, embeddings, retrieval), prompt management, and app publishing — self-hostable with enterprise options.
HiveFlow overlaps on the canvas, then diverges on purpose: less "build an LLM app over your knowledge", more "run agents that do work in your business systems".
Side by side
| Dify | HiveFlow | |
|---|---|---|
| Center of gravity | LLM apps + RAG | Agents + tools + channels |
| Hosting | Self-host / cloud | Cloud |
| Knowledge | Datasets & retrieval pipelines | Skills (+ DB/memory nodes; RAG via MCP vector stores) |
| Business tools | External integrations | Built-in CRM/Kanban/Inventory/Chat agents read & write |
| Channels | Web apps, API | Chat, forms, WhatsApp, generated web apps, API, MCP |
| Build assistance | Templates | Genius builds flows/apps from a prompt |
| Human oversight | Moderation features | Human in the Loop, chat takeover, approvals |
Choose Dify when…
Document-heavy RAG is the core (support knowledge bases, internal Q&A over corpora), you want to own the stack, and your surface is mostly a chat/completion app.
Choose HiveFlow when…
The agent must act — register the lead, move the order, check stock, email the PDF — across WhatsApp and web, with approvals, per-step traces and a team operating it without touching code.
Two good platforms; the fork in the road is knowledge-first vs action-first.