| | {%- macro format_parameters(properties, required) -%}
|
| | {%- 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) -%}
|
| |
|
| | {%- 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:] -%}
|
| | {%- 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 %}
|
| |
|
| | {%- for message in loop_messages -%}
|
| | {%- if (message['role'] == 'assistant') -%}
|
| |
|
| | {%- 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 -%}
|
| |
|
| | {%- 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 -%}
|
| |
|
| | {{ function['arguments'] }}
|
| | {%- endif %}
|
| | {%- endif -%}
|
| | {{- '}<end_function_call>' -}}
|
| | {%- endfor -%}
|
| | {%- if loop.last -%}
|
| | {{ '<start_function_response>' }}
|
| | {%- endif -%}
|
| | {%- set ns.prev_message_type = 'tool_call' -%}
|
| | {%- endif -%}
|
| | {%- else -%}
|
| |
|
| | {%- 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 -%}
|
| | |