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{%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}
{%- set ns = namespace(found_first=false) -%}
{%- for key, value in properties | dictsort -%}
{%- if key not in standard_keys -%}
{%- if ns.found_first %},{% endif -%}
{%- set ns.found_first = true -%}
{{- key }}:{description:<escape>{{ value['description'] }}<escape>
{%- if value['type'] | upper == 'STRING' -%}
{%- if value['enum'] -%}
,enum:{{ format_argument(value['enum']) }}
{%- endif -%}
{%- elif value['type'] | upper == 'OBJECT' -%}
,properties:{
{%- if value['properties'] is defined and value['properties'] is mapping -%}
{{- format_parameters(value['properties'], value['required'] | default([])) -}}
{%- elif value is mapping -%}
{{- format_parameters(value, value['required'] | default([])) -}}
{%- endif -%}
}
{%- if value['required'] -%}
,required:[
{%- for item in value['required'] | default([]) -%}
<escape>{{- item -}}<escape>
{%- if not loop.last %},{% endif -%}
{%- endfor -%}
]
{%- endif -%}
{%- elif value['type'] | upper == 'ARRAY' -%}
{%- if value['items'] is mapping and value['items'] -%}
,items:{
{%- set ns_items = namespace(found_first=false) -%}
{%- for item_key, item_value in value['items'] | dictsort -%}
{%- if item_value is not none -%}
{%- if ns_items.found_first %},{% endif -%}
{%- set ns_items.found_first = true -%}
{%- if item_key == 'properties' -%}
properties:{
{%- if item_value is mapping -%}
{{- format_parameters(item_value, value['items']['required'] | default([])) -}}
{%- endif -%}
}
{%- elif item_key == 'required' -%}
required:[
{%- for req_item in item_value -%}
<escape>{{- req_item -}}<escape>
{%- if not loop.last %},{% endif -%}
{%- endfor -%}
]
{%- elif item_key == 'type' -%}
{%- if item_value is string -%}
type:{{ format_argument(item_value | upper) }}
{%- else -%}
type:{{ format_argument(item_value | map('upper') | list) }}
{%- endif -%}
{%- else -%}
{{ item_key }}:{{ format_argument(item_value) }}
{%- endif -%}
{%- endif -%}
{%- endfor -%}
}
{%- endif -%}
{%- endif -%}
,type:<escape>{{ value['type'] | upper }}<escape>}
{%- endif -%}
{%- endfor -%}
{%- endmacro -%}
{% macro format_function_declaration(tool_data) -%}
declaration:{{- tool_data['function']['name'] -}}
{description:<escape>{{- tool_data['function']['description'] -}}<escape>
{%- set params = tool_data['function']['parameters'] -%}
{%- if params -%}
,parameters:{
{%- if params['properties'] -%}
properties:{ {{- format_parameters(params['properties'], params['required']) -}} },
{%- endif -%}
{%- if params['required'] -%}
required:[
{%- for item in params['required'] -%}
<escape>{{- item -}}<escape>
{{- ',' if not loop.last -}}
{%- endfor -%}
],
{%- endif -%}
{%- if params['type'] -%}
type:<escape>{{- params['type'] | upper -}}<escape>}
{%- endif -%}
{%- endif -%}
}
{%- endmacro -%}
{% macro format_argument(argument, escape_keys=True) -%}
{%- if argument is string -%}
{{- '<escape>' + argument + '<escape>' -}}
{%- elif argument is boolean -%}
{%- if argument -%}
{{- 'true' -}}
{%- else -%}
{{- 'false' -}}
{%- endif -%}
{%- elif argument is mapping -%}
{{- '{' -}}
{%- set ns = namespace(found_first=false) -%}
{%- for key, value in argument | dictsort -%}
{%- if ns.found_first %},{% endif -%}
{%- set ns.found_first = true -%}
{%- if escape_keys -%}
{{- '<escape>' + key + '<escape>' -}}
{%- else -%}
{{- key -}}
{%- endif -%}
:{{- format_argument(value, escape_keys=escape_keys) -}}
{%- endfor -%}
{{- '}' -}}
{%- elif argument is sequence -%}
{{- '[' -}}
{%- for item in argument -%}
{{- format_argument(item, escape_keys=escape_keys) -}}
{%- if not loop.last %},{% endif -%}
{%- endfor -%}
{{- ']' -}}
{%- else -%}
{{- argument -}}
{%- endif -%}
{%- endmacro -%}
{{ bos_token }}
{%- set ns = namespace(prev_message_type=None) -%}
{#- Tool Declarations -#}
{%- set loop_messages = messages -%}
{%- if tools or messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%}
{{- '<start_of_turn>developer\n' -}}
{%- if messages[0]['role'] == 'system' or messages[0]['role'] == 'developer' -%}
{%- if messages[0]['content'] is string -%}
{{- messages[0]['content'] | trim -}}
{%- elif messages[0]['content'] is sequence -%}
{%- for item in messages[0]['content'] -%}
{%- if item['type'] == 'text' -%}
{{- item['text'] | trim -}}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{%- set loop_messages = messages[1:] -%}
{%- else -%}
{{- 'You are a model that can do function calling with the following functions' -}}
{%- set loop_messages = messages -%}
{%- endif -%}
{%- if tools -%}
{%- for tool in tools %}
{{- '<start_function_declaration>' -}}
{{- format_function_declaration(tool) | trim }}
{{- '<end_function_declaration>' -}}
{%- endfor %}
{%- endif -%}
{{- '<end_of_turn>\n' }}
{%- endif %}
{#- Loop through messages. -#}
{%- for message in loop_messages -%}
{%- if (message['role'] == 'assistant') -%}
{#- Rename "assistant" to "model". -#}
{%- set role = "model" -%}
{%- else -%}
{%- set role = message['role'] -%}
{%- endif -%}
{%- if role != 'tool' -%}
{%- if ns.prev_message_type != 'tool_response' -%}
{{- '<start_of_turn>' + role + '\n' }}
{%- endif -%}
{%- set ns.prev_message_type = None -%}
{%- if 'content' in message and message['content'] is not none -%}
{%- if message['content'] is string -%}
{{ message['content'] | trim }}
{%- elif message['content'] is sequence -%}
{%- for item in message['content'] -%}
{%- if item['type'] == 'image' -%}
{{ '<start_of_image>' }}
{%- elif item['type'] == 'text' -%}
{{ item['text'] | trim }}
{%- endif -%}
{%- endfor -%}
{%- else -%}
{{ raise_exception("Invalid content type in user/assistant message") }}
{%- endif -%}
{%- set ns.prev_message_type = 'content' -%}
{%- endif -%}
{%- if 'tool_calls' in message and message['tool_calls'] and message['tool_calls'] is iterable -%}
{#- Tool Calls -#}
{%- for tool_call in message['tool_calls'] -%}
{% set function = tool_call['function'] %}
{{- '<start_function_call>call:' + function['name'] + '{' -}}
{%- if 'arguments' in function -%}
{%- if function['arguments'] is mapping -%}
{%- set ns = namespace(found_first=false) -%}
{%- for key, value in function['arguments'] | dictsort -%}
{%- if ns.found_first %},{% endif -%}
{%- set ns.found_first = true -%}
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
{%- endfor -%}
{%- elif function['arguments'] is string -%}
{# This handles string-JSON, just in case #}
{{ function['arguments'] }}
{%- endif %}
{%- endif -%}
{{- '}<end_function_call>' -}}
{%- endfor -%}
{%- if loop.last -%}
{{ '<start_function_response>' }}
{%- endif -%}
{%- set ns.prev_message_type = 'tool_call' -%}
{%- endif -%}
{%- else -%}
{#- Tool Responses -#}
{%- if 'content' in message and message['content'] -%}
{%- if message['content'] is mapping -%}
{%- if 'name' in message['content'] and 'response' in message['content'] -%}
{{ '<start_function_response>response:' + message['content']['name'] | trim + '{' }}
{%- set response_ns = namespace(found_first=false) -%}
{%- for key, value in message['content']['response'] | dictsort -%}
{%- if response_ns.found_first %},{% endif -%}
{%- set response_ns.found_first = true -%}
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
{%- endfor -%}
{{- '}<end_function_response>' -}}
{%- elif 'name' in message -%}
{{ '<start_function_response>response:' + message['name'] | trim + '{' }}
{%- set response_ns = namespace(found_first=false) -%}
{%- for key, value in message['content'] | dictsort -%}
{%- if response_ns.found_first %},{% endif -%}
{%- set response_ns.found_first = true -%}
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
{%- endfor -%}
{{- '}<end_function_response>' -}}
{%- else -%}
{{ raise_exception("Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.") }}
{%- endif -%}
{%- elif message['content'] is string -%}
{%- if 'name' in message -%}
{{ '<start_function_response>response:' + message['name'] | trim + '{value:' + format_argument(message['content'], escape_keys=False) + '}<end_function_response>' }}
{%- else -%}
{{ raise_exception("Invalid tool response: 'name' must be provided.") }}
{%- endif -%}
{%- elif message['content'] is sequence -%}
{%- for item in message['content'] -%}
{%- if item is mapping -%}
{%- if 'name' in item and 'response' in item -%}
{{ '<start_function_response>response:' + item['name'] | trim + '{' }}
{%- set response_ns = namespace(found_first=false) -%}
{%- for key, value in item['response'] | dictsort -%}
{%- if response_ns.found_first %},{% endif -%}
{%- set response_ns.found_first = true -%}
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
{%- endfor -%}
{{- '}<end_function_response>' -}}
{%- elif 'name' in message -%}
{{ '<start_function_response>response:' + message['name'] | trim + '{' }}
{%- set response_ns = namespace(found_first=false) -%}
{%- for key, value in item | dictsort -%}
{%- if response_ns.found_first %},{% endif -%}
{%- set response_ns.found_first = true -%}
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
{%- endfor -%}
{{- '}<end_function_response>' -}}
{%- else -%}
{{ raise_exception("Invalid tool response mapping: must contain 'name' and 'response' keys, or 'name' must be in the message.") }}
{%- endif -%}
{%- else -%}
{{ raise_exception("Invalid tool response message: multiple responses must all be mappings") }}
{%- endif -%}
{%- endfor -%}
{%- else -%}
{{ raise_exception("Invalid content type in tool message: must be mapping, sequence of mappings, or string.") }}
{%- endif -%}
{%- endif -%}
{%- set ns.prev_message_type = 'tool_response' -%}
{%- endif -%}
{%- if ns.prev_message_type not in ['tool_call', 'tool_response'] -%}
{{ '<end_of_turn>\n' }}
{%- endif -%}
{%- endfor -%}
{%- if add_generation_prompt -%}
{%- if ns.prev_message_type != 'tool_response' -%}
{{- '<start_of_turn>model\n' -}}
{%- endif -%}
{%- endif -%}
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