| {%- 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:] -%} |
| {%- 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 %} |
| |
| {%- 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 -%} |
| |
