blueprint:
  name: AI Event Summary (v1.4.1)
  author: valentinfrlch
  description: 'AI-powered summaries for security camera events. Sends a notification
    with a preview to your phone that is updated dynamically when the AI summary is
    available.

    '
  domain: automation
  source_url: https://raw.githubusercontent.com/valentinfrlch/ha-llmvision/refs/heads/main/blueprints/event_summary.yaml
  input:
    important:
      name: Important (Experimental)
      description: 'Use AI to classify events as Critical, Normal or Low. Notifications
        are sent only for events classified as Normal or higher. Critical events override
        ''Do Not Disturb'' settings. Use with caution: AI can make mistakes.

        '
      default: false
      selector:
        boolean: {}
    remember:
      name: Remember
      description: Stores this event in the Timeline so you can ask about it. If important
        is enabled, only events classified as Normal or Critical will be saved.
      default: false
      selector:
        boolean: {}
    use_memory:
      name: Use Memory
      description: Use information stored in memory to provide additional context.
        Memory must be set up.
      default: false
      selector:
        boolean: {}
    message:
      name: Prompt
      description: Model prompt for the video_analyzer action
      default: 'Summarize the events based on a series of images captured at short
        intervals. Focus only on moving subjects such as people, vehicles, and other
        active elements. Ignore static objects and scenery. Provide a clear and concise
        account of movements and interactions. Do not mention or imply the existence
        of images—present the information as if directly observing the events. If
        no movement is detected, respond with: ''No activity observed.'''
      selector:
        text:
          multiline: true
          multiple: false
    run_conditions:
      name: Run Conditions
      description: All conditions must be true in order for the blueprint to run.
      default: []
      selector:
        condition: {}
    notify_device:
      name: Notify Device
      description: The devices to send the notification to. Multiple devices may be
        used. Only works with Home Assistant mobile app.
      default: []
      selector:
        device:
          multiple: true
          filter:
          - integration: mobile_app
    notification_delivery:
      name: Notification Delivery
      description: "Controls how notifications are delivered. \n \n **Dynamic** immediately
        notifies with a live preview and updates the notification silently with a
        summary once it is available. \n **Consolidated** Delays the notification
        until the event summary is generated. Use this if you're receiving multiple
        notifications for the same event."
      default: Dynamic
      selector:
        select:
          options:
          - Dynamic
          - Consolidated
          custom_value: false
          multiple: false
          sort: false
    camera_entities:
      name: Camera Entities
      description: List of camera entities to monitor
      default: []
      selector:
        entity:
          multiple: true
          filter:
          - domain:
            - camera
    trigger_state:
      name: Trigger State
      description: Automation starts when one of your camera changes to this state.
      default: recording
      selector:
        text:
          multiline: false
          multiple: false
    motion_sensors:
      name: Motion Sensor
      description: Set if your cameras don't change state (Frigate). Use the same
        order used for camera entities.
      default: []
      selector:
        entity:
          multiple: true
          filter:
          - domain:
            - binary_sensor
    preview_mode:
      name: Preview Mode
      description: "Choose between a live preview or a snapshot of the event. \n\n
        **Important:** Live Preview is only supported on iOS."
      default: Snapshot
      selector:
        select:
          options:
          - Snapshot
          - Live Preview
          custom_value: false
          multiple: false
          sort: false
    cooldown:
      name: Cooldown
      description: Time in minutes to wait before running again. Strongly recommended
        for busy areas.
      default: 10
      selector:
        number:
          min: 0.0
          max: 60.0
          mode: slider
          step: 1.0
    tap_navigate:
      name: Tap Navigate
      description: Home Assistant dashboard to navigate to when notification is opened
        (e.g. /lovelace/cameras).
      default: /lovelace/0
      selector:
        text:
          multiline: false
          multiple: false
    duration:
      name: Duration
      description: Duration to record for analysis (in seconds).
      default: 5
      selector:
        number:
          min: 1.0
          max: 60.0
          mode: slider
          step: 1.0
    max_frames:
      name: Max Frames
      description: How many frames to analyze. Picks frames with the most movement.
      default: 3
      selector:
        number:
          min: 1.0
          max: 60.0
          mode: slider
          step: 1.0
    provider:
      name: Provider
      description: Provider to use for analysis. See docs for additional information.
      selector:
        config_entry:
          integration: llmvision
    model:
      name: Model
      description: Which model to use. Depends on chosen provider.
      default: gpt-4o-mini
      selector:
        text:
          multiline: false
          multiple: false
    target_width:
      name: Target Width
      description: Downscale images (uses less tokens and speeds up processing)
      default: 1280
      selector:
        number:
          min: 512.0
          max: 3840.0
          mode: slider
          step: 1.0
    max_tokens:
      name: Maximum Tokens
      description: Maximum number of tokens to generate. Use this to control the length
        of the summaries.
      default: 20
      selector:
        number:
          min: 1.0
          max: 100.0
          mode: slider
          step: 1.0
    temperature:
      name: Temperature
      description: Randomness. Lower is more accurate, higher is more creative.
      default: 0.1
      selector:
        number:
          min: 0.1
          max: 1.0
          step: 0.1
          mode: slider
variables:
  important: !input important
  remember: !input remember
  cooldown: !input cooldown
  preview_mode: !input preview_mode
  notify_devices: !input notify_device
  notification_delivery: !input notification_delivery
  device_name_map: "{% set ns = namespace(device_names=[]) %} {% for device_id in
    notify_devices %}\n  {% set device_name = device_attr(device_id, \"name\") %}\n
    \ {% set sanitized_name = \"mobile_app_\" + device_name | slugify  %}\n  {% set
    ns.device_names = ns.device_names + [sanitized_name] %}\n{% endfor %} {{ ns.device_names
    }}\n"
  camera_entities_list: !input camera_entities
  motion_sensors_list: !input motion_sensors
  camera_entity: "{% if motion_sensors_list and not trigger.entity_id.startswith(\"camera\")
    %}\n  {% set index = motion_sensors_list.index(trigger.entity_id) %}\n    {{ camera_entities_list[index]
    }}\n{% else %}\n  {{ trigger.entity_id }}\n{% endif %}\n"
  tag: '{{ camera_entity + int(as_timestamp(now()))|string }}

    '
  group: '{{ camera_entity }}

    '
  label: Motion detected
  camera: '{{ camera_entity.replace("camera.", "").replace("_", " ")|capitalize }}

    '
  importance_prompt: 'Classify the security event based on this image. Choose from
    the following options: "passive" for unimportant events, "time-sensitive" for
    notable but non-critical events such as a person at the front door, and "critical"
    only for potential burglaries or highly suspicious activity. Respond with one
    of these options exactly, without additional explanation.

    '
max_exceeded: silent
mode: single
triggers:
- trigger: state
  entity_id: !input camera_entities
  to: !input trigger_state
  id: camera_trigger
- trigger: state
  entity_id: !input motion_sensors
  to: 'on'
  id: motion_sensor_trigger
condition:
- condition: and
  conditions: !input run_conditions
action:
- choose:
  - conditions:
    - condition: template
      value_template: '{{ important }}'
    sequence:
    - action: llmvision.image_analyzer
      data:
        image_entity: '{{[camera_entity]}}'
        provider: !input provider
        model: !input model
        message: '{{importance_prompt}}'
        include_filename: true
        target_width: 1280
        max_tokens: 3
        temperature: 0.1
      response_variable: importance
- choose:
  - conditions:
    - condition: template
      value_template: '{{ important and importance.response_text|lower == ''passive''
        }}'
    sequence:
    - stop: Event is not important
- choose:
  - conditions:
    - condition: template
      value_template: '{{ notification_delivery == ''Dynamic'' }}'
    sequence:
    - alias: Send instant notification to notify devices
      repeat:
        for_each: '{{device_name_map}}'
        sequence:
        - action: notify.{{ repeat.item }}
          data:
            title: '{{ label }}'
            message: '{{camera}} has detected activity.'
            data:
              entity_id: '{{camera_entity}}'
              url: !input tap_navigate
              clickAction: !input tap_navigate
              tag: '{{tag}}'
              group: '{{group}}'
              alert_once: true
              push:
                interruption-level: '{{importance.response_text|lower if importance
                  is defined else ''active''}}'
- alias: Analyze event
  action: llmvision.stream_analyzer
  data:
    image_entity: '{{[camera_entity]}}'
    duration: !input duration
    provider: !input provider
    model: !input model
    message: !input message
    use_memory: !input use_memory
    remember: !input remember
    expose_images: '{{preview_mode == ''Snapshot'' or remember}}'
    generate_title: !input remember
    include_filename: true
    max_frames: !input max_frames
    target_width: !input target_width
    max_tokens: !input max_tokens
    temperature: !input temperature
  response_variable: response
- alias: Update label with title
  variables:
    label: '{{response.title}}'
- choose:
  - conditions:
    - condition: template
      value_template: '{{ preview_mode==''Snapshot'' }}'
    sequence:
    - alias: (Snapshot) Update notification on notify devices
      repeat:
        for_each: '{{device_name_map}}'
        sequence:
        - action: notify.{{ repeat.item }}
          data:
            title: '{{ label }}'
            message: '{{response.response_text}}'
            data:
              image: '{{response.key_frame.replace(''/config/www/'',''/local/'') }}'
              url: !input tap_navigate
              clickAction: !input tap_navigate
              tag: '{{tag}}'
              group: '{{group}}'
              push:
                interruption-level: '{{''passive'' if notification_delivery==''Dynamic''
                  else ''active''}}'
  - conditions:
    - condition: template
      value_template: '{{ preview_mode==''Live Preview'' }}'
    sequence:
    - alias: (Live Preview) Update notification on notify devices
      repeat:
        for_each: '{{device_name_map}}'
        sequence:
        - action: notify.{{ repeat.item }}
          data:
            title: '{{ label }}'
            message: '{{response.response_text}}'
            data:
              entity_id: '{{camera_entity}}'
              url: !input tap_navigate
              clickAction: !input tap_navigate
              tag: '{{tag}}'
              group: '{{group}}'
              push:
                interruption-level: '{{''passive'' if notification_delivery==''Dynamic''
                  else ''active''}}'
- delay: 00:{{cooldown|int}}:00