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