Developer of brain-inspired AI systems specializing in prefrontal cortex simulation and cognitive augmentation.

Why multi-model

SCANUE v22 can assign different models to different agents (“brain regions”) via config/agents.yaml.

Example: Ollama (fully local)

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agents:
  DLPFC:
    models:
      primary:
        provider: "ollama"
        name: "llama3.2:latest"
        temperature: 0.1
        base_url: "http://localhost:11434"

Example: OpenAI

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agents:
  MPFC:
    models:
      primary:
        provider: "openai"
        name: "gpt-4o-mini"
        temperature: 0.4

Then set OPENAI_API_KEY (or set api_key: on the model entry).

Example: HuggingFace

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agents:
  ACC:
    models:
      primary:
        provider: "huggingface"
        name: "mistralai/Mistral-7B-Instruct-v0.2"
        temperature: 0.0

Then set HUGGINGFACEHUB_API_TOKEN (or set api_key: on the model entry).

Legacy fallback

If an agent does not have a configured primary model, SCANUE falls back to the legacy env vars (e.g. ACC_MODEL) and uses the OpenAI provider by default.