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Replaces the per-plugin Ollama HTTP calls with internal/llm, which picks a backend from the environment (vLLM or Ollama) behind one Chat interface, plus internal/plugin/llm_client.go as the plugin-facing wrapper. Startup now logs llm_backend/llm_endpoint/llm_model instead of the two OLLAMA_* vars, which no longer describe where inference actually goes. These files were already running in prod from the vLLM migration but had never been committed; this is that live state, byte-for-byte.