Messages: ```js [ { "role": "user", "name": null, "tool_call_id": null, "content": "What is the sum of 2535 squared and 32222000403 then multiplied by one and a half. What's a third of the result?", "tool_calls": null }, { "role": "assistant", "name": null, "tool_call_id": null, "content": "?", "tool_calls": [ { "id": "call_531873", "type": "function", "function": { "name": "add", "arguments": { "a": 2535, "b": 32222000403 } } } ] }, { "role": "tool", "name": "add", "tool_call_id": "call_531873", "content": "32222002938", "tool_calls": null } ] ``` # mistral_instruct_v0_1 Template: ```js {{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %} ``` Prompt: ```js [INST] What is the sum of 2535 squared and 32222000403 then multiplied by one and a half. What's a third of the result? [/INST]? {"id": "call_531873", "type": "function", "function": {"name": "add", "arguments": {"a": 2535, "b": 32222000403}}}[INST] [TOOL RESULT(name=add, id=call_531873]32222002938[/TOOL RESULT] [/INST] ``` ## ToolsPromptStyle.TOOLS_THOUGHTFUL_STEPS ### with tools Prompt: ```json You are a function calling AI model. Here are the tools available: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } Please respond in JSON format with the following schema: { "type": "object", "properties": { "thought_about_next_step_only": { "title": "Thought about next step", "type": "string" }, "next_step": { "title": "Next Step: either a result or one or more tool calls to achieve the original goal", "oneOf": [ { "properties": { "tool_calls": { "prefixItems": { "properties": { "name": { "title": "Name of the tool to call", "type": "string" }, "arguments": { "title": "Arguments to pass to the tool", "type": "object" } }, "required": [ "name", "arguments" ] } } }, "required": [ "tool_calls" ] }, { "title": "Result (achieving original goal)", "properties": { "result": { "type": "integer" } }, "required": [ "result" ] } ] } }, "required": [ "original_goal", "thought_about_next_step_only", "next_step" ] } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integer ::= ("-"? integral-part) space integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? next-step ::= next-step-0 | next-step-1 next-step-0 ::= "{" space next-step-0-tool-calls-kv "}" space next-step-0-tool-calls ::= "[" space ( next-step-0-tool-calls-item ( "," space next-step-0-tool-calls-item )* )? "]" space next-step-0-tool-calls-item ::= next-step-0-tool-calls-item-0 | next-step-0-tool-calls-item-1 next-step-0-tool-calls-item-0 ::= "{" space next-step-0-tool-calls-item-0-name-kv "," space next-step-0-tool-calls-item-0-arguments-kv "}" space next-step-0-tool-calls-item-0-arguments ::= "{" space next-step-0-tool-calls-item-0-arguments-a-kv "," space next-step-0-tool-calls-item-0-arguments-b-kv "}" space next-step-0-tool-calls-item-0-arguments-a-kv ::= "\"a\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-b-kv ::= "\"b\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-0-arguments next-step-0-tool-calls-item-0-name ::= "\"add\"" next-step-0-tool-calls-item-0-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-0-name next-step-0-tool-calls-item-1 ::= "{" space next-step-0-tool-calls-item-1-name-kv "," space next-step-0-tool-calls-item-1-arguments-kv "}" space next-step-0-tool-calls-item-1-arguments ::= "{" space next-step-0-tool-calls-item-1-arguments-text-kv "}" space next-step-0-tool-calls-item-1-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-1-arguments next-step-0-tool-calls-item-1-arguments-text-kv ::= "\"text\"" space ":" space string next-step-0-tool-calls-item-1-name ::= "\"say\"" next-step-0-tool-calls-item-1-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-1-name next-step-0-tool-calls-kv ::= "\"tool_calls\"" space ":" space next-step-0-tool-calls next-step-1 ::= "{" space next-step-1-result-kv "}" space next-step-1-result-kv ::= "\"result\"" space ":" space integer next-step-kv ::= "\"next_step\"" space ":" space next-step root ::= "{" space thought-about-next-step-only-kv "," space next-step-kv "}" space space ::= " "? string ::= "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) )* "\"" space thought-about-next-step-only-kv ::= "\"thought_about_next_step_only\"" space ":" space string ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_MIXTRAL ### with tools Prompt: ```json Call one or more functions to assist with the user query, every time this is possible. Don't make assumptions about what values to plug into functions. Here are the available tools: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } To call each function, give its name and arguments within XML tags as follows: {"name": , "arguments": } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"" "add" "\"" space add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" space (add-tool-call | say-tool-call) space "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` # functionary_v2_2 Template: ```js {#v2.2#} {% for message in messages %} {% if message['role'] == 'user' or message['role'] == 'system' %} {{ '<|from|>' + message['role'] + ' <|recipient|>all <|content|>' + message['content'] + ' ' }}{% elif message['role'] == 'tool' %} {{ '<|from|>' + message['name'] + ' <|recipient|>all <|content|>' + message['content'] + ' ' }}{% else %} {% set contain_content='no'%} {% if message['content'] is not none %} {{ '<|from|>assistant <|recipient|>all <|content|>' + message['content'] }}{% set contain_content='yes'%} {% endif %} {% if 'tool_calls' in message and message['tool_calls'] is not none %} {% for tool_call in message['tool_calls'] %} {% set prompt='<|from|>assistant <|recipient|>' + tool_call['function']['name'] + ' <|content|>' + tool_call['function']['arguments'] %} {% if loop.index == 1 and contain_content == "no" %} {{ prompt }}{% else %} {{ ' ' + prompt}}{% endif %} {% endfor %} {% endif %} {{ '<|stop|> ' }}{% endif %} {% endfor %} {% if add_generation_prompt %}{{ '<|from|>assistant <|recipient|>' }}{% endif %} ``` Prompt: ```js <|from|>user <|recipient|>all <|content|>What is the sum of 2535 squared and 32222000403 then multiplied by one and a half. What's a third of the result? <|from|>assistant <|recipient|>all <|content|>? <|from|>assistant <|recipient|>add <|content|>{"a": 2535, "b": 32222000403}<|stop|> <|from|>add <|recipient|>all <|content|>32222002938 <|from|>assistant <|recipient|> ``` ## ToolsPromptStyle.TYPESCRIPT_FUNCTIONARY_V2 ### with tools Prompt: ```json // Supported function definitions that should be called when necessary. namespace functions { // Adds two numbers type add = (_: { a: number, b: number }) => any; // Says something out loud (TTS) type say = (_: { // The text to say out loud text: string }) => any; } // namespace functions ``` Grammar: ```js add-args ::= "{" space add-args-a-kv "," space add-args-b-kv "}" space add-args-a-kv ::= "\"a\"" space ":" space integer add-args-b-kv ::= "\"b\"" space ":" space integer add-call ::= "add" "\n<|content|>\n" add-args "\n" content ::= start content-without-start content-without-start ::= "all\n<|content|>" not-from* decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integer ::= ("-"? integral-part) space integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? not-from ::= ([^<] | "<" ([^|] | "|" ([^f] | "f" ([^r] | "r" ([^o] | "o" ([^m] | "m" ([^|] | "|" ([^>])?)?)?)?)?)?)?) root ::= content-without-start content* (tool-call+ content*)? | tool-call-without-start tool-call* content* say-args ::= "{" space say-args-text-kv "}" space say-args-text-kv ::= "\"text\"" space ":" space string say-call ::= "say" "\n<|content|>\n" say-args "\n" space ::= " "? start ::= "<|from|>assistant\n<|recipient|>" string ::= "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) )* "\"" space tool-call ::= start tool-call-without-start tool-call-without-start ::= add-call | say-call ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` # hermes_2_pro_mistral Template: ```js {% for message in messages %}{{'<|im_start|>' + message['role'] + ' ' + message['content'] + '<|im_end|>' + ' '}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant ' }}{% endif %} ``` Prompt: ```js <|im_start|>user What is the sum of 2535 squared and 32222000403 then multiplied by one and a half. What's a third of the result?<|im_end|> <|im_start|>assistant ?<|im_end|> <|im_start|>tool 32222002938<|im_end|> <|im_start|>assistant ``` ## ToolsPromptStyle.TOOLS_SHORT ### with tools Prompt: ```json Here are the tools available: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_LONG ### with tools Prompt: ```json Call one or more functions to assist with the user query, every time this is possible. Don't make assumptions about what values to plug into functions. Here are the available tools: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } To call each function, give its name and arguments within XML tags as follows: {"name": , "arguments": } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_THOUGHTFUL_STEPS ### with tools Prompt: ```json You are a function calling AI model. Here are the tools available: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } Please respond in JSON format with the following schema: { "type": "object", "properties": { "thought_about_next_step_only": { "title": "Thought about next step", "type": "string" }, "next_step": { "title": "Next Step: either a result or one or more tool calls to achieve the original goal", "oneOf": [ { "properties": { "tool_calls": { "prefixItems": { "properties": { "name": { "title": "Name of the tool to call", "type": "string" }, "arguments": { "title": "Arguments to pass to the tool", "type": "object" } }, "required": [ "name", "arguments" ] } } }, "required": [ "tool_calls" ] }, { "title": "Result (achieving original goal)", "properties": { "result": { "type": "integer" } }, "required": [ "result" ] } ] } }, "required": [ "original_goal", "thought_about_next_step_only", "next_step" ] } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integer ::= ("-"? integral-part) space integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? next-step ::= next-step-0 | next-step-1 next-step-0 ::= "{" space next-step-0-tool-calls-kv "}" space next-step-0-tool-calls ::= "[" space ( next-step-0-tool-calls-item ( "," space next-step-0-tool-calls-item )* )? "]" space next-step-0-tool-calls-item ::= next-step-0-tool-calls-item-0 | next-step-0-tool-calls-item-1 next-step-0-tool-calls-item-0 ::= "{" space next-step-0-tool-calls-item-0-name-kv "," space next-step-0-tool-calls-item-0-arguments-kv "}" space next-step-0-tool-calls-item-0-arguments ::= "{" space next-step-0-tool-calls-item-0-arguments-a-kv "," space next-step-0-tool-calls-item-0-arguments-b-kv "}" space next-step-0-tool-calls-item-0-arguments-a-kv ::= "\"a\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-b-kv ::= "\"b\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-0-arguments next-step-0-tool-calls-item-0-name ::= "\"add\"" next-step-0-tool-calls-item-0-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-0-name next-step-0-tool-calls-item-1 ::= "{" space next-step-0-tool-calls-item-1-name-kv "," space next-step-0-tool-calls-item-1-arguments-kv "}" space next-step-0-tool-calls-item-1-arguments ::= "{" space next-step-0-tool-calls-item-1-arguments-text-kv "}" space next-step-0-tool-calls-item-1-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-1-arguments next-step-0-tool-calls-item-1-arguments-text-kv ::= "\"text\"" space ":" space string next-step-0-tool-calls-item-1-name ::= "\"say\"" next-step-0-tool-calls-item-1-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-1-name next-step-0-tool-calls-kv ::= "\"tool_calls\"" space ":" space next-step-0-tool-calls next-step-1 ::= "{" space next-step-1-result-kv "}" space next-step-1-result-kv ::= "\"result\"" space ":" space integer next-step-kv ::= "\"next_step\"" space ":" space next-step root ::= "{" space thought-about-next-step-only-kv "," space next-step-kv "}" space space ::= " "? string ::= "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) )* "\"" space thought-about-next-step-only-kv ::= "\"thought_about_next_step_only\"" space ":" space string ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_HERMES_2_PRO ### with tools Prompt: ```json You are a function calling AI agent with self-recursion. You can call only one function at a time and analyse data you get from function response. You are provided with function signatures within XML tags. The current date is: 2024-03-29. You may use agentic frameworks for reasoning and planning to help with user query. Please call a function and wait for function results to be provided to you in the next iteration. Don't make assumptions about what values to plug into function arguments. Once you have called a function, results will be fed back to you within XML tags. Don't make assumptions about tool results if XML tags are not present since function hasn't been executed yet. Analyze the data once you get the results and call another function. At each iteration please continue adding the your analysis to previous summary. Your final response should directly answer the user query with an anlysis or summary of the results of function calls. Here are the available tools: ['{"type":"function","function":{"name":"add","description":"Adds two numbers","parameters":{"properties":{"a":{"type":"integer"},"b":{"type":"integer"}},"required":["a","b"]}}}', '{"type":"function","function":{"name":"say","description":"Says something out loud (TTS)","parameters":{"properties":{"text":{"description":"The text to say out loud","type":"string"}},"required":["text"]}}}'] If the provided function signatures doesn't have the function you must call, you may write executable python code in markdown syntax and call code_interpreter() function as follows: {"arguments": {"code_markdown": , "name": "code_interpreter"}} Make sure that the json object above with code markdown block is parseable with json.loads() and the XML block with XML ElementTree. 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'} At the very first turn you don't have so you shouldn't not make up the results. Please keep a running summary with analysis of previous function results and summaries from previous iterations. Do not stop calling functions until the task has been accomplished or you've reached max iteration of 10. Calling multiple functions at once can overload the system and increase cost so call one function at a time please. If you plan to continue with analysis, always call another function. For each function call return a valid json object (using doulbe quotes) with function name and arguments within XML tags as follows: {"arguments": , "name": } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` # llama2 Template: ```js {% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<>\n' + system_message + '\n<>\n\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %} ``` Prompt: ```js [INST] What is the sum of 2535 squared and 32222000403 then multiplied by one and a half. What's a third of the result? [/INST] ? {"id": "call_531873", "type": "function", "function": {"name": "add", "arguments": {"a": 2535, "b": 32222000403}}} [INST] [TOOL RESULT(name=add, id=call_531873]32222002938[/TOOL RESULT] [/INST] ``` ## ToolsPromptStyle.TOOLS_SHORT ### with tools Prompt: ```json Here are the tools available: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_LONG ### with tools Prompt: ```json Call one or more functions to assist with the user query, every time this is possible. Don't make assumptions about what values to plug into functions. Here are the available tools: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } To call each function, give its name and arguments within XML tags as follows: {"name": , "arguments": } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_THOUGHTFUL_STEPS ### with tools Prompt: ```json You are a function calling AI model. Here are the tools available: { "type": "function", "function": { "name": "add", "description": "Adds two numbers", "parameters": { "properties": { "a": { "type": "integer" }, "b": { "type": "integer" } }, "required": [ "a", "b" ] } } } { "type": "function", "function": { "name": "say", "description": "Says something out loud (TTS)", "parameters": { "properties": { "text": { "description": "The text to say out loud", "type": "string" } }, "required": [ "text" ] } } } Please respond in JSON format with the following schema: { "type": "object", "properties": { "thought_about_next_step_only": { "title": "Thought about next step", "type": "string" }, "next_step": { "title": "Next Step: either a result or one or more tool calls to achieve the original goal", "oneOf": [ { "properties": { "tool_calls": { "prefixItems": { "properties": { "name": { "title": "Name of the tool to call", "type": "string" }, "arguments": { "title": "Arguments to pass to the tool", "type": "object" } }, "required": [ "name", "arguments" ] } } }, "required": [ "tool_calls" ] }, { "title": "Result (achieving original goal)", "properties": { "result": { "type": "integer" } }, "required": [ "result" ] } ] } }, "required": [ "original_goal", "thought_about_next_step_only", "next_step" ] } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integer ::= ("-"? integral-part) space integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? next-step ::= next-step-0 | next-step-1 next-step-0 ::= "{" space next-step-0-tool-calls-kv "}" space next-step-0-tool-calls ::= "[" space ( next-step-0-tool-calls-item ( "," space next-step-0-tool-calls-item )* )? "]" space next-step-0-tool-calls-item ::= next-step-0-tool-calls-item-0 | next-step-0-tool-calls-item-1 next-step-0-tool-calls-item-0 ::= "{" space next-step-0-tool-calls-item-0-name-kv "," space next-step-0-tool-calls-item-0-arguments-kv "}" space next-step-0-tool-calls-item-0-arguments ::= "{" space next-step-0-tool-calls-item-0-arguments-a-kv "," space next-step-0-tool-calls-item-0-arguments-b-kv "}" space next-step-0-tool-calls-item-0-arguments-a-kv ::= "\"a\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-b-kv ::= "\"b\"" space ":" space integer next-step-0-tool-calls-item-0-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-0-arguments next-step-0-tool-calls-item-0-name ::= "\"add\"" next-step-0-tool-calls-item-0-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-0-name next-step-0-tool-calls-item-1 ::= "{" space next-step-0-tool-calls-item-1-name-kv "," space next-step-0-tool-calls-item-1-arguments-kv "}" space next-step-0-tool-calls-item-1-arguments ::= "{" space next-step-0-tool-calls-item-1-arguments-text-kv "}" space next-step-0-tool-calls-item-1-arguments-kv ::= "\"arguments\"" space ":" space next-step-0-tool-calls-item-1-arguments next-step-0-tool-calls-item-1-arguments-text-kv ::= "\"text\"" space ":" space string next-step-0-tool-calls-item-1-name ::= "\"say\"" next-step-0-tool-calls-item-1-name-kv ::= "\"name\"" space ":" space next-step-0-tool-calls-item-1-name next-step-0-tool-calls-kv ::= "\"tool_calls\"" space ":" space next-step-0-tool-calls next-step-1 ::= "{" space next-step-1-result-kv "}" space next-step-1-result-kv ::= "\"result\"" space ":" space integer next-step-kv ::= "\"next_step\"" space ":" space next-step root ::= "{" space thought-about-next-step-only-kv "," space next-step-kv "}" space space ::= " "? string ::= "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) )* "\"" space thought-about-next-step-only-kv ::= "\"thought_about_next_step_only\"" space ":" space string ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ``` ## ToolsPromptStyle.TOOLS_HERMES_2_PRO ### with tools Prompt: ```json You are a function calling AI agent with self-recursion. You can call only one function at a time and analyse data you get from function response. You are provided with function signatures within XML tags. The current date is: 2024-03-29. You may use agentic frameworks for reasoning and planning to help with user query. Please call a function and wait for function results to be provided to you in the next iteration. Don't make assumptions about what values to plug into function arguments. Once you have called a function, results will be fed back to you within XML tags. Don't make assumptions about tool results if XML tags are not present since function hasn't been executed yet. Analyze the data once you get the results and call another function. At each iteration please continue adding the your analysis to previous summary. Your final response should directly answer the user query with an anlysis or summary of the results of function calls. Here are the available tools: ['{"type":"function","function":{"name":"add","description":"Adds two numbers","parameters":{"properties":{"a":{"type":"integer"},"b":{"type":"integer"}},"required":["a","b"]}}}', '{"type":"function","function":{"name":"say","description":"Says something out loud (TTS)","parameters":{"properties":{"text":{"description":"The text to say out loud","type":"string"}},"required":["text"]}}}'] If the provided function signatures doesn't have the function you must call, you may write executable python code in markdown syntax and call code_interpreter() function as follows: {"arguments": {"code_markdown": , "name": "code_interpreter"}} Make sure that the json object above with code markdown block is parseable with json.loads() and the XML block with XML ElementTree. 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'} At the very first turn you don't have so you shouldn't not make up the results. Please keep a running summary with analysis of previous function results and summaries from previous iterations. Do not stop calling functions until the task has been accomplished or you've reached max iteration of 10. Calling multiple functions at once can overload the system and increase cost so call one function at a time please. If you plan to continue with analysis, always call another function. For each function call return a valid json object (using doulbe quotes) with function name and arguments within XML tags as follows: {"arguments": , "name": } ``` Grammar: ```js add-tool-call ::= "{" space add-tool-call-name-kv "," space add-tool-call-arguments-kv "}" space add-tool-call-arguments ::= "{" space add-tool-call-arguments-a-kv "," space add-tool-call-arguments-b-kv "}" space add-tool-call-arguments-a-kv ::= "\"a\"" space ":" space integer add-tool-call-arguments-b-kv ::= "\"b\"" space ":" space integer add-tool-call-arguments-kv ::= "\"arguments\"" space ":" space add-tool-call-arguments add-tool-call-name ::= "\"add\"" add-tool-call-name-kv ::= "\"name\"" space ":" space add-tool-call-name content ::= [^<] | "<" [^t<] | "" ``` ### without tools Prompt: ```json Please respond in JSON format with the following schema: { "type": "integer" } ``` Grammar: ```js decimal-part ::= [0-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? integral-part ::= [0-9] | [1-9] [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? [0-9]? root ::= ("-"? integral-part) space space ::= " "? ```