Class: LLM::OpenAI

Inherits:
Provider show all
Defined in:
lib/llm/providers/openai.rb,
lib/llm/providers/openai/audio.rb,
lib/llm/providers/openai/files.rb,
lib/llm/providers/openai/format.rb,
lib/llm/providers/openai/images.rb,
lib/llm/providers/openai/models.rb,
lib/llm/providers/openai/responses.rb,
lib/llm/providers/openai/error_handler.rb,
lib/llm/providers/openai/response_parser.rb

Overview

The OpenAI class implements a provider for OpenAI

Direct Known Subclasses

LlamaCpp

Defined Under Namespace

Classes: Audio, Files, Images, Models, Responses

Constant Summary collapse

HOST = 
"api.openai.com"

Instance Method Summary collapse

Methods inherited from Provider

#chat, #chat!, #inspect, #respond, #respond!, #schema, #with

Constructor Details

#initialize ⇒ OpenAI

Returns a new instance of OpenAI.

Parameters:

  • key (String, nil) —

    The secret key for authentication



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# File 'lib/llm/providers/openai.rb', line 24

def initialize(**)
  super(host: HOST, **)
end

Instance Method Details

#default_model ⇒ String

Returns the default model for chat completions

Returns:

  • (String)

See Also:



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# File 'lib/llm/providers/openai.rb', line 115

def default_model
  "gpt-4o-mini"
end

#embed(input, model: "text-embedding-3-small", **params) ⇒ LLM::Response::Embedding

Provides an embedding

Parameters:

  • input (String, Array<String>) —

    The input to embed

  • model (String) (defaults to: "text-embedding-3-small") —

    The embedding model to use

  • params (Hash) —

    Other embedding parameters

Returns:

Raises:

See Also:



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# File 'lib/llm/providers/openai.rb', line 36

def embed(input, model: "text-embedding-3-small", **params)
  req = Net::HTTP::Post.new("/v1/embeddings", headers)
  req.body = JSON.dump({input:, model:}.merge!(params))
  res = request(@http, req)
  Response::Embedding.new(res).extend(response_parser)
end

#complete(prompt, params = {}) ⇒ LLM::Response::Completion

Provides an interface to the chat completions API

Examples:

llm = LLM.openai(ENV["KEY"])
messages = [{role: "system", content: "Your task is to answer all of my questions"}]
res = llm.complete("5 + 2 ?", messages:)
print "[#{res.choices[0].role}]", res.choices[0].content, "\n"

Parameters:

  • prompt (String) —

    The input prompt to be completed

  • params (Hash) (defaults to: {}) —

    The parameters to maintain throughout the conversation. Any parameter the provider supports can be included and not only those listed here.

Returns:

Raises:

See Also:



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# File 'lib/llm/providers/openai.rb', line 53

def complete(prompt, params = {})
  params = {role: :user, model: default_model}.merge!(params)
  params = [params, format_schema(params), format_tools(params)].inject({}, &:merge!).compact
  role = params.delete(:role)
  req = Net::HTTP::Post.new("/v1/chat/completions", headers)
  messages = [*(params.delete(:messages) || []), Message.new(role, prompt)]
  body = JSON.dump({messages: format(messages, :complete).flatten}.merge!(params))
  set_body_stream(req, StringIO.new(body))
  res = request(@http, req)
  Response::Completion.new(res).extend(response_parser)
end

#responses ⇒ LLM::OpenAI::Responses

Provides an interface to OpenAI’s response API

Returns:

See Also:



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# File 'lib/llm/providers/openai.rb', line 69

def responses
  LLM::OpenAI::Responses.new(self)
end

#images ⇒ LLM::OpenAI::Images

Provides an interface to OpenAI’s image generation API

Returns:

See Also:



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# File 'lib/llm/providers/openai.rb', line 77

def images
  LLM::OpenAI::Images.new(self)
end

#audio ⇒ LLM::OpenAI::Audio

Provides an interface to OpenAI’s audio generation API

Returns:

See Also:



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# File 'lib/llm/providers/openai.rb', line 85

def audio
  LLM::OpenAI::Audio.new(self)
end

#files ⇒ LLM::OpenAI::Files

Provides an interface to OpenAI’s files API

Returns:

See Also:



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# File 'lib/llm/providers/openai.rb', line 93

def files
  LLM::OpenAI::Files.new(self)
end

#models ⇒ LLM::OpenAI::Models

Provides an interface to OpenAI’s models API

Returns:

See Also:



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# File 'lib/llm/providers/openai.rb', line 101

def models
  LLM::OpenAI::Models.new(self)
end

#assistant_role ⇒ String

Returns the role of the assistant in the conversation. Usually “assistant” or “model”

Returns:

  • (String) —

    Returns the role of the assistant in the conversation. Usually “assistant” or “model”



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# File 'lib/llm/providers/openai.rb', line 107

def assistant_role
  "assistant"
end