| {%- macro format_parameters(properties, required, filter_keys=false) -%}
|
| {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}
|
| {%- set ns = namespace(found_first=false) -%}
|
| {%- for key, value in properties | dictsort -%}
|
| {%- set add_comma = false -%}
|
| {%- if not filter_keys or key not in standard_keys -%}
|
| {%- if ns.found_first %},{% endif -%}
|
| {%- set ns.found_first = true -%}
|
| {{ key }}:{
|
| {%- if value['description'] -%}
|
| description:<|"|>{{ value['description'] }}<|"|>
|
| {%- set add_comma = true -%}
|
| {%- endif -%}
|
| {%- if value['type'] | upper == 'STRING' -%}
|
| {%- if value['enum'] -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| enum:{{ format_argument(value['enum']) }}
|
| {%- endif -%}
|
| {%- elif value['type'] | upper == 'ARRAY' -%}
|
| {%- if value['items'] is mapping and value['items'] -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| 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 -%}
|
| <|"|>{{- req_item -}}<|"|>
|
| {%- 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 -%}
|
| {%- if value['nullable'] %}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| nullable:true
|
| {%- endif -%}
|
| {%- if value['type'] | upper == 'OBJECT' -%}
|
| {%- if value['properties'] is defined and value['properties'] is mapping -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| properties:{
|
| {{- format_parameters(value['properties'], value['required'] | default([])) -}}
|
| }
|
| {%- elif value is mapping -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| properties:{
|
| {{- format_parameters(value, value['required'] | default([]), filter_keys=true) -}}
|
| }
|
| {%- endif -%}
|
| {%- if value['required'] -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| required:[
|
| {%- for item in value['required'] | default([]) -%}
|
| <|"|>{{- item -}}<|"|>
|
| {%- if not loop.last %},{% endif -%}
|
| {%- endfor -%}
|
| ]
|
| {%- endif -%}
|
| {%- endif -%}
|
| {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
| type:<|"|>{{ value['type'] | upper }}<|"|>}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {%- endmacro -%}
|
| {%- macro format_function_declaration(tool_data) -%}
|
| declaration:{{- tool_data['function']['name'] -}}{description:<|"|>{{- tool_data['function']['description'] -}}<|"|>
|
| {%- 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'] -%}
|
| <|"|>{{- item -}}<|"|>
|
| {{- ',' if not loop.last -}}
|
| {%- endfor -%}
|
| ],
|
| {%- endif -%}
|
| {%- if params['type'] -%}
|
| type:<|"|>{{- params['type'] | upper -}}<|"|>}
|
| {%- endif -%}
|
| {%- endif -%}
|
| {%- if 'response' in tool_data['function'] -%}
|
| {%- set response_declaration = tool_data['function']['response'] -%}
|
| ,response:{
|
| {%- if response_declaration['description'] -%}
|
| description:<|"|>{{- response_declaration['description'] -}}<|"|>,
|
| {%- endif -%}
|
| {%- if response_declaration['type'] | upper == 'OBJECT' -%}
|
| type:<|"|>{{- response_declaration['type'] | upper -}}<|"|>}
|
| {%- endif -%}
|
| {%- endif -%}
|
| }
|
| {%- endmacro -%}
|
| {%- macro format_argument(argument, escape_keys=True) -%}
|
| {%- if argument is string -%}
|
| {{- '<|"|>' + argument + '<|"|>' -}}
|
| {%- elif argument is boolean -%}
|
| {{- 'true' if argument else 'false' -}}
|
| {%- 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 -%}
|
| {{- '<|"|>' + key + '<|"|>' -}}
|
| {%- 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 -%}
|
| {%- macro strip_thinking(text) -%}
|
| {%- set ns = namespace(result='') -%}
|
| {%- for part in text.split('<channel|>') -%}
|
| {%- if '<|channel>' in part -%}
|
| {%- set ns.result = ns.result + part.split('<|channel>')[0] -%}
|
| {%- else -%}
|
| {%- set ns.result = ns.result + part -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {{- ns.result | trim -}}
|
| {%- endmacro -%}
|
|
|
| {%- macro format_tool_response_block(tool_name, response) -%}
|
| {{- '<|tool_response>' -}}
|
| {%- if response is mapping -%}
|
| {{- 'response:' + tool_name + '{' -}}
|
| {%- for key, value in response | dictsort -%}
|
| {{- key -}}:{{- format_argument(value, escape_keys=False) -}}
|
| {%- if not loop.last %},{% endif -%}
|
| {%- endfor -%}
|
| {{- '}' -}}
|
| {%- else -%}
|
| {{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}
|
| {%- endif -%}
|
| {{- '<tool_response|>' -}}
|
| {%- endmacro -%}
|
|
|
| {%- set ns = namespace(prev_message_type=None) -%}
|
| {%- set loop_messages = messages -%}
|
| {{- bos_token -}}
|
|
|
| {%- if (enable_thinking is defined and enable_thinking) or tools or messages[0]['role'] in ['system', 'developer'] -%}
|
| {{- '<|turn>system\n' -}}
|
|
|
| {%- if enable_thinking is defined and enable_thinking -%}
|
| {{- '<|think|>\n' -}}
|
| {%- set ns.prev_message_type = 'think' -%}
|
| {%- endif -%}
|
| {%- if messages[0]['role'] in ['system', 'developer'] -%}
|
| {%- if messages[0]['content'] is string -%}
|
| {{- messages[0]['content'] | trim -}}
|
| {%- elif messages[0]['content'] is sequence -%}
|
| {%- for item in messages[0]['content'] -%}
|
| {{- item['text'] | trim + ' '-}}
|
| {%- endfor -%}
|
| {%- endif -%}
|
| {%- set loop_messages = messages[1:] -%}
|
| {%- endif -%}
|
| {%- if tools -%}
|
| {%- for tool in tools %}
|
| {{- '<|tool>' -}}
|
| {{- format_function_declaration(tool) | trim -}}
|
| {{- '<tool|>' -}}
|
| {%- endfor %}
|
| {%- set ns.prev_message_type = 'tool' -%}
|
| {%- endif -%}
|
| {{- '<turn|>\n' -}}
|
| {%- endif %}
|
|
|
|
|
| {%- set ns_turn = namespace(last_user_idx=-1) -%}
|
| {%- for i in range(loop_messages | length) -%}
|
| {%- if loop_messages[i]['role'] == 'user' -%}
|
| {%- set ns_turn.last_user_idx = i -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
|
|
|
|
| {%- for message in loop_messages -%}
|
| {%- if message['role'] != 'tool' -%}
|
| {%- set ns.prev_message_type = None -%}
|
| {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}
|
|
|
| {%- set prev_nt = namespace(role=None, found=false) -%}
|
| {%- if loop.index0 > 0 -%}
|
| {%- for j in range(loop.index0 - 1, -1, -1) -%}
|
| {%- if not prev_nt.found -%}
|
| {%- if loop_messages[j]['role'] != 'tool' -%}
|
| {%- set prev_nt.role = loop_messages[j]['role'] -%}
|
| {%- set prev_nt.found = true -%}
|
| {%- endif -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {%- endif -%}
|
| {%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}
|
| {%- if not continue_same_model_turn -%}
|
| {{- '<|turn>' + role + '\n' }}
|
| {%- endif -%}
|
|
|
|
|
| {%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}
|
| {%- if thinking_text and loop.index0 > ns_turn.last_user_idx and message.get('tool_calls') -%}
|
| {{- '<|channel>thought\n' + thinking_text + '\n<channel|>' -}}
|
| {%- endif -%}
|
|
|
| {%- if message['tool_calls'] -%}
|
| {%- for tool_call in message['tool_calls'] -%}
|
| {%- set function = tool_call['function'] -%}
|
| {{- '<|tool_call>call:' + function['name'] + '{' -}}
|
| {%- if function['arguments'] is mapping -%}
|
| {%- set ns_args = namespace(found_first=false) -%}
|
| {%- for key, value in function['arguments'] | dictsort -%}
|
| {%- if ns_args.found_first %},{% endif -%}
|
| {%- set ns_args.found_first = true -%}
|
| {{- key -}}:{{- format_argument(value, escape_keys=False) -}}
|
| {%- endfor -%}
|
| {%- elif function['arguments'] is string -%}
|
| {{- function['arguments'] -}}
|
| {%- endif -%}
|
| {{- '}<tool_call|>' -}}
|
| {%- endfor -%}
|
| {%- set ns.prev_message_type = 'tool_call' -%}
|
| {%- endif -%}
|
|
|
| {%- set ns_tr_out = namespace(flag=false) -%}
|
| {%- if message.get('tool_responses') -%}
|
|
|
| {%- for tool_response in message['tool_responses'] -%}
|
| {{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}
|
| {%- set ns_tr_out.flag = true -%}
|
| {%- set ns.prev_message_type = 'tool_response' -%}
|
| {%- endfor -%}
|
| {%- elif message.get('tool_calls') -%}
|
|
|
| {%- set ns_tool_scan = namespace(stopped=false) -%}
|
| {%- for k in range(loop.index0 + 1, loop_messages | length) -%}
|
| {%- if ns_tool_scan.stopped -%}
|
| {%- elif loop_messages[k]['role'] != 'tool' -%}
|
| {%- set ns_tool_scan.stopped = true -%}
|
| {%- else -%}
|
| {%- set follow = loop_messages[k] -%}
|
|
|
| {%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}
|
| {%- for tc in message['tool_calls'] -%}
|
| {%- if tc.get('id') == follow.get('tool_call_id') -%}
|
| {%- set ns_tname.name = tc['function']['name'] -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
|
|
| {%- set tool_body = follow.get('content') -%}
|
| {%- if tool_body is string -%}
|
| {{- format_tool_response_block(ns_tname.name, tool_body) -}}
|
| {%- elif tool_body is sequence and tool_body is not string -%}
|
| {%- set ns_txt = namespace(s='') -%}
|
| {%- for part in tool_body -%}
|
| {%- if part.get('type') == 'text' -%}
|
| {%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}
|
| {%- else -%}
|
| {{- format_tool_response_block(ns_tname.name, tool_body) -}}
|
| {%- endif -%}
|
| {%- set ns_tr_out.flag = true -%}
|
| {%- set ns.prev_message_type = 'tool_response' -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {%- endif -%}
|
|
|
| {%- set captured_content -%}
|
| {%- if message['content'] is string -%}
|
| {%- if role == 'model' -%}
|
| {{- strip_thinking(message['content']) -}}
|
| {%- else -%}
|
| {{- message['content'] | trim -}}
|
| {%- endif -%}
|
| {%- elif message['content'] is sequence -%}
|
| {%- for item in message['content'] -%}
|
| {%- if item['type'] == 'text' -%}
|
| {%- if role == 'model' -%}
|
| {{- strip_thinking(item['text']) -}}
|
| {%- else -%}
|
| {{- item['text'] | trim -}}
|
| {%- endif -%}
|
| {%- elif item['type'] == 'image' -%}
|
| {{- '<|image|>' -}}
|
| {%- set ns.prev_message_type = 'image' -%}
|
| {%- elif item['type'] == 'audio' -%}
|
| {{- '<|audio|>' -}}
|
| {%- set ns.prev_message_type = 'audio' -%}
|
| {%- elif item['type'] == 'video' -%}
|
| {{- '<|video|>' -}}
|
| {%- set ns.prev_message_type = 'video' -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
| {%- endif -%}
|
| {%- endset -%}
|
|
|
| {{- captured_content -}}
|
| {%- set has_content = captured_content | trim | length > 0 -%}
|
|
|
| {%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}
|
| {{- '<|tool_response>' -}}
|
| {%- elif not (ns_tr_out.flag and not has_content) -%}
|
| {{- '<turn|>\n' -}}
|
| {%- endif -%}
|
| {%- endif -%}
|
| {%- endfor -%}
|
|
|
| {%- if add_generation_prompt -%}
|
| {%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}
|
| {{- '<|turn>model\n' -}}
|
| {%- endif -%}
|
| {%- endif -%} |