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afae388 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 | {%- 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) -%}
{#- 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:] -%}
{%- 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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