| 1 | {%- macro is_array_of_type_objects(var) -%} |
| 2 | {%- if var is iterable and var is not string -%} |
| 3 | {%- set valid = true -%} |
| 4 | {%- for item in var -%} |
| 5 | {%- if 'type' not in item -%} |
| 6 | {%- set valid = false -%} |
| 7 | {%- break -%} |
| 8 | {%- endif -%} |
| 9 | {%- endfor -%} |
| 10 | {{ valid }} |
| 11 | {%- else -%} |
| 12 | {{ false }} |
| 13 | {%- endif -%} |
| 14 | {%- endmacro %} |
| 15 | |
| 16 | {%- macro render_message(message) %} |
| 17 | {%- if message['content'] is string %} |
| 18 | {{- message['content']|trim }} |
| 19 | {%- elif is_array_of_type_objects(data) == 'True' %} |
| 20 | {%- for content in message['content'] %} |
| 21 | {%- if content['type'] == 'image' %} |
| 22 | {{- '<|image|>' }} |
| 23 | {%- elif content['type'] == 'text' %} |
| 24 | {{- content['text']|trim }} |
| 25 | {%- endif %} |
| 26 | {%- endfor %} |
| 27 | {%- else %} |
| 28 | {{- message['content']|tojson }} |
| 29 | {%- endif %} |
| 30 | {%- endmacro %} |
| 31 | |
| 32 | {{- bos_token }} |
| 33 | {%- if custom_tools is defined %} |
| 34 | {%- set tools = custom_tools %} |
| 35 | {%- endif %} |
| 36 | {%- if not tools_in_user_message is defined %} |
| 37 | {%- set tools_in_user_message = true %} |
| 38 | {%- endif %} |
| 39 | {%- if not tools is defined %} |
| 40 | {%- set tools = none %} |
| 41 | {%- endif %} |
| 42 | |
| 43 | {#- This block extracts the system message, so we can slot it into the right place. #} |
| 44 | {%- if messages[0]['role'] == 'system' %} |
| 45 | {%- set system_message = messages[0] %} |
| 46 | {%- set messages = messages[1:] %} |
| 47 | {%- else %} |
| 48 | {%- set system_message = ({ "content": "You are a helpful assistant with tool calling " |
| 49 | "capabilities. Only reply with a tool call if the function exists in the " |
| 50 | "library provided by the user. If it doesn't exist, just reply directly in " |
| 51 | "natural language. When you receive a tool call response, use the output to " |
| 52 | "format an answer to the original user question."}) %} |
| 53 | {%- endif %} |
| 54 | |
| 55 | {%- set tool_lib_preamble = 'Tools: You have access to the following tools. You might need to use one ' |
| 56 | 'or more function/tool calls to fulfill the task. \n' |
| 57 | 'If none are needed, then proceed to the response.\n\n' |
| 58 | 'Tool Call Syntax: You can call tools using the following syntax:\n' |
| 59 | '{"name": function name, "parameters": dictionary of argument name and its value}.\n' |
| 60 | 'Separate multiple function calls by "; ". Do not use variables.\n' |
| 61 | 'Do not include anything else when calling the tools with the syntax above.\n\n' |
| 62 | 'Here is a list of functions in JSON format that you can invoke.\n' %} |
| 63 | |
| 64 | {{- "<|header_start|>system<|header_end|>\n\n" }} |
| 65 | {%- if tools is not none and not tools_in_user_message %} |
| 66 | {{- tool_lib_preamble }} |
| 67 | {%- for t in tools %} |
| 68 | {{- t | tojson(indent=4) }} |
| 69 | {{- "\n\n" }} |
| 70 | {%- endfor %} |
| 71 | {%- endif %} |
| 72 | {{- render_message(system_message) }} |
| 73 | {{ "<|eot|>\n" }} |
| 74 | |
| 75 | {#- Custom tools are passed in a user message with some extra guidance #} |
| 76 | {%- if tools_in_user_message and not tools is none %} |
| 77 | {#- Extract the first user message so we can plug it in here #} |
| 78 | {%- if messages | length != 0 %} |
| 79 | {%- set first_user_message = messages[0] %} |
| 80 | {%- set messages = messages[1:] %} |
| 81 | {%- else %} |
| 82 | {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} |
| 83 | {%- endif %} |
| 84 | {{- '<|header_start|>user<|header_end|>\n\n' }} |
| 85 | {{- tool_lib_preamble }} |
| 86 | {%- for t in tools %} |
| 87 | {{- t | tojson(indent=4) }} |
| 88 | {{- "\n\n" }} |
| 89 | {%- endfor %} |
| 90 | {{- render_message(first_user_message) + "\n<|eot|>"}} |
| 91 | {%- endif %} |
| 92 | |
| 93 | {%- for message in messages %} |
| 94 | {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} |
| 95 | {{- '<|header_start|>' + message['role'] + '<|header_end|>\n\n' }} |
| 96 | {{- render_message(message) }} |
| 97 | {{- "\n<|eot|>" }} |
| 98 | {%- elif 'tool_calls' in message and message.tool_calls|length > 0 %} |
| 99 | {{- '\n<|header_start|>assistant<|header_end|>\n\n' -}} |
| 100 | {{- render_message(message) }} |
| 101 | {%- for tool_call in message.tool_calls %} |
| 102 | {{- '{"name": "' + tool_call.function.name + '", ' }} |
| 103 | {{- '"parameters": ' }} |
| 104 | {{- tool_call.function.arguments | tojson }} |
| 105 | {{- "}" }} |
| 106 | {%- endfor %} |
| 107 | {{- "\n<|eot|>" }} |
| 108 | {%- elif message.role == "tool" or message.role == "ipython" %} |
| 109 | {{- "\n<|header_start|>ipython<|header_end|>\n\n" }} |
| 110 | {{- render_message(message) }} |
| 111 | {{- "\n<|eom|>" }} |
| 112 | {%- endif %} |
| 113 | {%- endfor %} |
| 114 | {%- if add_generation_prompt %} |
| 115 | {{- '\n<|header_start|>assistant<|header_end|>\n\n' }} |
| 116 | {%- endif %} |