You have provisioned a server, pulled an LLM like llama3 or mistral , and verified it runs via the local CLI. However, the moment you attempt to connect LangChain, Open WebUI, or a custom application to your instance, the runtime throws a dial tcp 127.0.0.1:11434: connect: connection refused error. This network rejection halts development immediately. The underlying cause is not a crashed process or a firewall issue, but rather a deliberate security default in how the Ollama daemon binds to network interfaces. This guide details the network mechanics behind the Ollama Docker connection refused error and provides the exact configurations required to safely expose the Ollama API endpoint to external clients. Understanding the Root Cause By default, the Ollama HTTP server binds exclusively to the loopback network interface ( 127.0.0.1 or localhost ). This is a standard security practice for development tools, ensuring that an unauthenti...
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