| {%- macro json_to_python_type(json_spec) %} |
| {%- set basic_type_map = { |
| "string": "str", |
| "number": "float", |
| "integer": "int", |
| "boolean": "bool" |
| } %} |
| |
| {%- if basic_type_map[json_spec.type] is defined %} |
| {{- basic_type_map[json_spec.type] }} |
| {%- elif json_spec.type == "array" %} |
| {{- "list[" + json_to_python_type(json_spec|items) + "]"}} |
| {%- elif json_spec.type == "object" %} |
| {%- if json_spec.additionalProperties is defined %} |
| {{- "dict[str, " + json_to_python_type(json_spec.additionalProperties) + ']'}} |
| {%- else %} |
| {{- "dict" }} |
| {%- endif %} |
| {%- elif json_spec.type is iterable %} |
| {{- "Union[" }} |
| {%- for t in json_spec.type %} |
| {{- json_to_python_type({"type": t}) }} |
| {%- if not loop.last %} |
| {{- "," }} |
| {%- endif %} |
| {%- endfor %} |
| {{- "]" }} |
| {%- else %} |
| {{- "Any" }} |
| {%- endif %} |
| {%- endmacro %} |
| |
| |
| {{- bos_token }} |
| {{- "You are a function calling AI model. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools: <tools> " }} |
| {%- for tool in tools %} |
| {%- if tool.function is defined %} |
| {%- set tool = tool.function %} |
| {%- endif %} |
| {{- '{"type": "function", "function": ' }} |
| {{- '{"name": ' + tool.name + '", ' }} |
| {{- '"description": "' + tool.name + '(' }} |
| {%- for param_name, param_fields in tool.parameters.properties|items %} |
| {{- param_name + ": " + json_to_python_type(param_fields) }} |
| {%- if not loop.last %} |
| {{- ", " }} |
| {%- endif %} |
| {%- endfor %} |
| {{- ")" }} |
| {%- if tool.return is defined %} |
| {{- " -> " + json_to_python_type(tool.return) }} |
| {%- endif %} |
| {{- " - " + tool.description + "\n\n" }} |
| {%- for param_name, param_fields in tool.parameters.properties|items %} |
| {%- if loop.first %} |
| {{- " Args:\n" }} |
| {%- endif %} |
| {{- " " + param_name + "(" + json_to_python_type(param_fields) + "): " + param_fields.description|trim }} |
| {%- endfor %} |
| {%- if tool.return is defined and tool.return.description is defined %} |
| {{- "\n Returns:\n " + tool.return.description }} |
| {%- endif %} |
| {{- '"' }} |
| {{- ', "parameters": ' }} |
| {%- if tool.parameters.properties | length == 0 %} |
| {{- "{}" }} |
| {%- else %} |
| {{- tool.parameters|tojson }} |
| {%- endif %} |
| {{- "}" }} |
| {%- if not loop.last %} |
| {{- "\n" }} |
| {%- endif %} |
| {%- endfor %} |
| {{- " </tools>" }} |
| {{- 'Use the following pydantic model json schema for each tool call you will make: {"properties": {"arguments": {"title": "Arguments", "type": "object"}, "name": {"title": "Name", "type": "string"}}, "required": ["arguments", "name"], "title": "FunctionCall", "type": "object"} |
| ' }} |
| {{- "For each function call return a json object with function name and arguments within <tool_call></tool_call> XML tags as follows: |
| " }} |
| {{- "<tool_call> |
| " }} |
| {{- '{"arguments": <args-dict>, "name": <function-name>} |
| ' }} |
| {{- '</tool_call><|im_end|>' }} |
| {%- for message in messages %} |
| {%- if message.role == "user" or message.role == "system" or (message.role == "assistant" and message.tool_calls is not defined) %} |
| {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} |
| {%- elif message.role == "assistant" %} |
| {{- '<|im_start|>' + message.role + '\n<tool_call>\n' }} |
| {%- for tool_call in message.tool_calls %} |
| {%- if tool_call.function is defined %} |
| {%- set tool_call = tool_call.function %} |
| {%- endif %} |
| {{- '{ ' }} |
| {%- if tool_call.arguments is defined %} |
| {{- '"arguments": ' }} |
| {{- tool_call.arguments|tojson }} |
| {{- ', '}} |
| {%- endif %} |
| {{- '"name": "' }} |
| {{- tool_call.name }} |
| {{- '"}' }} |
| {{- '\n</tool_call> ' }} |
| {%- endfor %} |
| {{- '<|im_end|>\n' }} |
| {%- elif message.role == "tool" %} |
| {%- if not message.name is defined %} |
| {{- raise_exception("Tool response dicts require a 'name' key indicating the name of the called function!") }} |
| {%- endif %} |
| {{- '<|im_start|>' + message.role + '\n<tool_response>\n' }} |
| {{- '{"name": "' }} |
| {{- message.name }} |
| {{- '", "content": ' }} |
| {{- message.content|tojson + '}' }} |
| {{- '\n</tool_response> <|im_end|>\n' }} |
| {%- endif %} |
| {%- endfor %} |
| {%- if add_generation_prompt %} |
| {{- '<|im_start|>assistant\n' }} |
| {%- endif %} |
| |