WiseGPTEx

WiseGPTEx is an Elixir library that utilizes OpenAI's GPT-3.5-turbo model to provide intelligent question answering and reasoning capabilities.

Installation

  1. Add wise_gpt_ex to your list of dependencies in mix.exs: 

    def deps do
[
 {:wise_gpt_ex, "~> 0.4.0"}
]
end

  2. Add the OpenAI API key to your configuration file (e.g., config/config.exs): 

    config :wise_gpt_ex, :openai_api_key, "your_openai_api_key"

Usage

To use WiseGPTEx, simply call the get_best_completion/2 or get_best_completion_with_resolver/2 function with a question and optional list of options:

{:ok, response} = WiseGPTEx.get_best_completion("What is the capital of France?")

You can also pass options to customize the API request:

opts = [model: "gpt-4", temperature: 0.4, num_completions: 4, timeout: 3_600_000]
{:ok, response} = WiseGPTEx.get_best_completion_with_resolver("What is the capital of France?", opts)

You can also make a raw call to the OpenAI API using the get_raw_completion/2 function:

messages = [
  %{"role" => "system", "content" => "You are High School Geography Teacher"},
  %{"role" => "user", "content" => "What was the capital of France in 15th century?"}
]
{ok, response} = WiseGPTEx.get_raw_completion(messages, [model: "gpt-4", temperature: 0.75, timeout: 3_600])

Note that the get_best_completion_with_resolver/2 function is similar to get_best_completion/2. This is because the difference between these two functions is in the method of how they select the best completion, not in their usage or the nature of their inputs or outputs. The get_best_completion_with_resolver/2 function will perform an additional API call to get a more accurate completion, which can be beneficial for complex or ambiguous queries. The get_raw_completion/2 function allows sending a custom conversation to the API without any additional prompting or setting the up the system role etc. This is useful when you want direct access to the model's system messages.

Options

The following options can be passed to the get_best_completion/2 function: