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On macOS I’ve been using Ollama. It’s very easy to setup, can run as a service and expose an API.
You can talk to it directly from the CLI (
ollama run) or via applications and plugins (like https://continue.dev ) that consume the API.It can run on Linux but I haven’t personally tried it.
https://ollama.ai/