camel.messages.conversion.sharegpt package#

Subpackages#

Submodules#

camel.messages.conversion.sharegpt.function_call_formatter module#

class camel.messages.conversion.sharegpt.function_call_formatter.FunctionCallFormatter[source]#

Bases: ABC, Generic[CallT, ResponseT]

Abstract base class for function calling formats

abstract extract_tool_calls(message: str) List[CallT][source]#

Extract function call info from a message string

abstract extract_tool_response(message: str) ResponseT | None[source]#

Extract function response info from a message string

abstract format_tool_call(content: str, func_name: str, args: Dict[str, Any]) str[source]#

Format a function call into a message string

abstract format_tool_response(func_name: str, result: Any) str[source]#

Format a function response into a message string

Module contents#

class camel.messages.conversion.sharegpt.HermesFunctionFormatter[source]#

Bases: FunctionCallFormatter[HermesToolCall, HermesToolResponse]

Hermes-style function calling format implementation with validation

extract_tool_calls(message: str) List[HermesToolCall][source]#

Extracts all tool calls from the provided message string.

Parameters:

message (str) – The input message string containing potential tool calls.

Returns:

A list of parsed HermesToolCall objects.

Return type:

List[HermesToolCall]

extract_tool_response(message: str) HermesToolResponse | None[source]#

Extracts a single tool response from the provided message string.

Parameters:

message (str) – The input message string containing a potential tool response.

Returns:

A parsed HermesToolResponse object,

or None if no valid response is found.

Return type:

Optional[HermesToolResponse]

format_tool_call(content: str, func_name: str, args: Dict[str, Any]) str[source]#

Formats a tool call message with the given content, function name, and arguments.

Parameters:
  • content (str) – The content or message to be included in the tool call.

  • func_name (str) – The name of the function being called.

  • args (Dict[str, Any]) – A dictionary of arguments to be passed to the function.

Returns:

A formatted string representing the tool call in Hermes

format.

Return type:

str

format_tool_response(func_name: str, result: Any) str[source]#

Formats a tool response message with the given function name and result.

Parameters:
  • func_name (str) – The name of the function whose result is being returned.

  • result (Any) – The result to be included in the tool response.

Returns:

A formatted string representing the tool response in Hermes

format.

Return type:

str