Open WebUI vs LibreChat vs AnythingLLM
Short answer: Open WebUI is the usual ChatGPT-style UI for Ollama, LibreChat is best for mixing many API providers with agents, and AnythingLLM is built around chatting with your documents (RAG).
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| Open WebUI | LibreChat | AnythingLLM | |
|---|---|---|---|
| Focus | ChatGPT-style UI, Ollama-friendly | Multi-provider chat + agents | All-in-one RAG over documents |
| Licence (as listed) | BSD-3 | MIT | MIT |
| Repo | open-webui | LibreChat | anything-llm |
All three run in Docker on a modest VPS. The model runtime is the heavy part: see runtimes compared. For document search at scale add Qdrant.
Frequently asked questions
Open WebUI or LibreChat?
Open WebUI is the usual choice alongside Ollama for a polished single-team UI. LibreChat is strong when you mix many API providers and want agents.
What about chatting with my documents?
AnythingLLM is built around RAG over your files. Open WebUI also offers document features. For a vector database, see Qdrant.
Which is fully MIT licensed?
LibreChat and AnythingLLM are listed as MIT. Open WebUI is listed as BSD-3; check its repository for any branding terms.