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docs.openwebui.com
Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with built-in inference engine for RAG, making it a powerful AI deployment solution.

Its got tools, knowlege embedding, search (can point it at searxng). Can use local llm or remote via api. Also it works with authelia.