Internal "ChatGPT for Teams"
multi-user with conversation isolation

// screenshot of librechat.ai ↗
LibreChat is a self-hosted ChatGPT clone with support for every major LLM provider — OpenAI, Anthropic, Google, Mistral, Ollama, custom endpoints. Multi-user authentication, conversation history, file upload, plugins, code interpreter, custom presets. Built to give teams the ChatGPT UX without the SaaS bill.
LibreChat is a self-hosted ChatGPT clone with support for every major LLM provider — OpenAI, Anthropic, Google, Mistral, Ollama, custom endpoints. Multi-user authentication, conversation history, file upload, plugins, code interpreter, custom presets. Built to give teams the ChatGPT UX without the SaaS bill.
If Open WebUI is the "Ollama-first" choice, LibreChat is the "OpenAI-first" choice — both excellent, slightly different positioning.
Concrete scenarios where teams pick LibreChat over the SaaS alternative.
multi-user with conversation isolation
switch between GPT-4 / Claude / Gemini in one UI
test prompts across models side-by-side
share AI personas / system prompts across team
upload PDFs / docs for context-aware chat
If your team profile matches one of these, LibreChat is a strong fit out of the box.
providing chat access to multiple LLM APIs through unified UI + SSO
wanting ChatGPT Plus features without subscription lock-in
comparing models on real prompts before API integration
routing OpenAI / Anthropic calls through their own logged proxy
giving students AI access with managed cost controls
When evaluating self-hosted options for this category, here are the dimensions on which LibreChat consistently lands above the alternatives.
The stack you'll plug LibreChat into — services, protocols, and adjacent apps in the BluixApps catalog.
ghcr.io/danny-avila/librechat:latest (release-tagged)Operational guidance from running this in production — what to do before you scale, what to lock down, what surprises people.
mongo:8.0.20 · getmeili/meilisearch:v1.35.1 · ghcr.io/danny-avila/librechat:v0.7.9