Language Model V1 (Abstract Base Class)

Abstract interface for language models. All LLM providers must implement this class. Uses do_ prefix for internal methods to prevent direct usage by end-users.

Public fields

specification_version

The version of this specification.

provider

The provider identifier (e.g., "openai").

model_id

The model identifier (e.g., "gpt-4o").

Methods

Public methods

• LanguageModelV1$new()

• LanguageModelV1$generate()

• LanguageModelV1$stream()

• LanguageModelV1$do_generate()

• LanguageModelV1$do_stream()

• LanguageModelV1$format_tool_result()

• LanguageModelV1$get_history_format()

• LanguageModelV1$clone()

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Method new()

Initialize the model with provider and model ID.

Usage

LanguageModelV1$new(provider, model_id)

Arguments

provider

Provider name.

model_id

Model ID.

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Method generate()

Public generation method (wrapper for do_generate).

Usage

LanguageModelV1$generate(...)

Arguments

...

Call options passed to do_generate.

Returns

A GenerateResult object.

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Method stream()

Public streaming method (wrapper for do_stream).

Usage

LanguageModelV1$stream(callback, ...)

Arguments

callback

Function to call with each chunk.

...

Call options passed to do_stream.

Returns

A GenerateResult object.

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Method do_generate()

Generate text (non-streaming). Abstract method.

Usage

LanguageModelV1$do_generate(params)

Arguments

params

A list of call options.

Returns

A GenerateResult object.

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Method do_stream()

Generate text (streaming). Abstract method.

Usage

LanguageModelV1$do_stream(params, callback)

Arguments

params

A list of call options.

callback

A function called for each chunk (text, done).

Returns

A GenerateResult object (accumulated from the stream).

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Method format_tool_result()

Format a tool execution result for the provider's API.

Usage

LanguageModelV1$format_tool_result(tool_call_id, tool_name, result_content)

Arguments

tool_call_id

The ID of the tool call.

tool_name

The name of the tool.

result_content

The result content from executing the tool.

Returns

A list formatted as a message for this provider's API.

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Method get_history_format()

Get the message format used by this model's API for history.

Usage

LanguageModelV1$get_history_format()

Returns

A character string ("openai" or "anthropic").

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Method clone()

The objects of this class are cloneable with this method.

Usage

LanguageModelV1$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.