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In Open WebUI open the admin settings, go to Connections, add an OpenAI connection and fill in, as described in the Open WebUI docs: Fill in Model IDs. Without it Open WebUI shows every model in the catalog, including image, audio and embedding models. The same connection through environment variables:
Open WebUI’s settings for image generation, speech and RAG embeddings also accept an OpenAI base URL. NagaAI can serve those with the same key.