Mistral - Phidata

Example

Mistral Params

Parameter	Type	Default	Description
`name`	`str`	`"Mistral"`	The name of the LLM.
`model`	`str`	`"mistral-large-latest"`	The Mistral model to use.
`temperature`	`float`	-	Controls randomness in output generation.
`max_tokens`	`int`	`1024`	Maximum number of tokens to generate.
`top_p`	`float`	-	Controls diversity of output generation.
`random_seed`	`int`	-	Seed for random number generation.
`safe_mode`	`bool`	-	Enables content filtering.
`safe_prompt`	`bool`	-	Applies content filtering to prompts.
`response_format`	`Union[Dict[str, Any], ChatCompletionResponseFormat]`	-	Specifies the desired response format.
`api_key`	`str`	-	Your Mistral API key.
`endpoint`	`str`	-	Custom API endpoint URL.
`max_retries`	`int`	-	Maximum number of API call retries.
`timeout`	`int`	-	Timeout for API calls in seconds.
`mistral_client`	`MistralClient`	-	Custom Mistral client instance.

LLM Params

Mistral is a subclass of the LLM class and has access to the same params

Parameter	Type	Default	Description
`model`	`str`	-	ID of the model to use.
`name`	`str`	-	Name for this LLM. Note: This is not sent to the LLM API.
`metrics`	`Dict[str, Any]`	-	Metrics collected for this LLM. Note: This is not sent to the LLM API.
`response_format`	`Any`	-	Format of the response.
`tools`	`List[Union[Tool, Dict]]`	-	A list of tools provided to the LLM. Tools are functions the model may generate JSON inputs for. If you provide a dict, it is not called by the model. Always add tools using the `add_tool()` method.
`tool_choice`	`Union[str, Dict[str, Any]]`	-	Controls which (if any) function is called by the model. `"none"` means the model will not call a function and instead generates a message. `"auto"` means the model can pick between generating a message or calling a function. Specifying a particular function via `{"type": "function", "function": {"name": "my_function"}}` forces the model to call that function. `"none"` is the default when no functions are present. `"auto"` is the default if functions are present.
`run_tools`	`bool`	`True`	If True, runs tools.
`show_tool_calls`	`bool`	-	If True, shows tool calls in the response.
`functions`	`Dict[str, Function]`	-	Functions extracted from the tools. Note: These are not sent to the LLM API and are only used for execution.
`function_call_limit`	`int`	`20`	Maximum number of function calls allowed.
`function_call_stack`	`List[FunctionCall]`	-	Stack of function calls.
`system_prompt`	`str`	-	System prompt provided to the LLM.
`instructions`	`str`	-	Instructions provided to the LLM.

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Example
Mistral Params
LLM Params