I'm running HAOS on a mini x86 PC with localai.io running on a local server with an Intel A750. The model I'm currently using is qwen3:4b-instruct-2507-q4_K_M which should support tool use.

I've tried other models and had similar results.

The debug spew for the above interaction is below. Of note, the data field of intent_output is empty.

Is this something I need to configure on the localai.io side? Something with the yaml file? Or is HA not catching the intents coming from localai?

stage: done
run:
  pipeline: 01m4qn8aamt08pa8q3gprs8g9y
  language: en
  conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
  runner_data:
    stt_binary_handler_id: null
    timeout: 300
events:
  - type: run-start
    data:
      pipeline: 01m4qn8aamt08pa8q3gprs8g9y
      language: en
      conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
      runner_data:
        stt_binary_handler_id: null
        timeout: 300
    timestamp: '2026-10-13T04:12:03.684196+00:00'
  - type: intent-start
    data:
      engine: conversation.ollama_conversation
      language: en
      intent_input: turn off the kitchen lights
      conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
      device_id: null
      satellite_id: null
      prefer_local_intents: false
    timestamp: '2026-10-13T04:12:03.684286+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        role: assistant
        content: ''
    timestamp: '2026-10-13T04:12:03.834864+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: intent
    timestamp: '2026-10-13T04:12:03.835315+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: __
    timestamp: '2026-10-13T04:12:03.888268+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: H
    timestamp: '2026-10-13T04:12:03.941413+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ass
    timestamp: '2026-10-13T04:12:03.997781+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: Turn
    timestamp: '2026-10-13T04:12:04.052061+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: 'Off'
    timestamp: '2026-10-13T04:12:04.108197+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ("
    timestamp: '2026-10-13T04:12:04.160317+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: light
    timestamp: '2026-10-13T04:12:04.214299+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: '",'
    timestamp: '2026-10-13T04:12:04.267968+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ' "'
    timestamp: '2026-10-13T04:12:04.320906+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: Kitchen
    timestamp: '2026-10-13T04:12:04.376033+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: '")'
    timestamp: '2026-10-13T04:12:04.432053+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ''
    timestamp: '2026-10-13T04:12:04.485825+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ''
    timestamp: '2026-10-13T04:12:04.486312+00:00'
  - type: intent-progress
    data:
      chat_log_delta:
        content: ''
    timestamp: '2026-10-13T04:12:04.486666+00:00'
  - type: intent-end
    data:
      processed_locally: false
      intent_output:
        response:
          speech:
            plain:
              speech: intent__HassTurnOff("light", "Kitchen")
              extra_data: null
          card: {}
          language: en
          response_type: action_done
          data:
            success: []
            failed: []
        conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
        continue_conversation: false
    timestamp: '2026-10-13T04:12:04.488028+00:00'
  - type: run-end
    data: null
    timestamp: '2026-10-13T04:12:04.488136+00:00'
started: 2026-10-13T04:12:03.684Z
intent:
  engine: conversation.ollama_conversation
  language: en
  intent_input: turn off the kitchen lights
  conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
  device_id: null
  satellite_id: null
  prefer_local_intents: false
  done: true
  processed_locally: false
  intent_output:
    response:
      speech:
        plain:
          speech: intent__HassTurnOff("light", "Kitchen")
          extra_data: null
      card: {}
      language: en
      response_type: action_done
      data:
        success: []
        failed: []
    conversation_id: 01M4SQBP7364Q234NHBDAVQF4V
    continue_conversation: false
finished: 2026-10-13T04:12:04.488Z