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Ollama

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Configure agentgateway to route LLM traffic to Ollama for local model inference

Configure Ollama to serve local models through agentgateway. Agentgateway 1.3 includes the first-class ollama provider and automatically uses http://localhost:11434/v1 unless you override it.

Before you begin

  1. Install the agentgateway binary.
  2. Install Ollama.

  3. Make sure that you have at least one model pulled locally.

    ollama list

    If not, pull a model.

    ollama pull llama3.2

Configure agentgateway

Test the configuration

Send a request to verify that agentgateway routes to Ollama.

Troubleshooting

Connection refused

What’s happening:

Requests to agentgateway return a 503 response or a connection refused error.

Why it’s happening:

Ollama is not running, is listening on a different address, or params.baseUrl points to the wrong endpoint.

How to fix it:

  1. Verify Ollama is reachable directly.

    curl http://localhost:11434/api/version
  2. If Ollama is not running, start it.

    ollama serve
  3. If you set params.baseUrl, make sure it includes Ollama’s /v1 prefix.

Model not found

What’s happening:

The response returns a model not found error.

Why it’s happening:

The requested model has not been pulled into your local Ollama instance.

How to fix it:

  1. List available models.

    ollama list
  2. Pull the missing model.

    ollama pull llama3.2

Note

Local providers like Ollama usually run over HTTP and do not require llm.models[].auth or llm.models[].tls. If your Ollama endpoint is behind HTTPS or requires authentication, configure llm.models[].tls and llm.models[].auth like any other upstream provider.

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