openai-utilties 3.3

Some external utilities to facilitate OpenAI's Utilites

openai-utilities Library Documentation

Overview

The openai-utilities library is a Python package that provides easy-to-use functions to interact with OpenAI's GPT and DALL-E models. This library simplifies the process of generating text responses, embeddings, and images using OpenAI's API.

Installation

To install the openai-utilities library, run the following command:

pip install openai-utilities

Importing the Library

After installation, you can import the library using:

import openai-utils

Features and Usage

1. GPT_Response

Description

Generates a text response using the specified GPT model.

Usage

import openai
import openai_utils as OA
openai.api_key = "sk-????"

OA.GPT_Response(Context, model: str = "gpt-3.5-turbo-1106", temperature: float = 1) -> str

• model: The identifier of the GPT model to be used.
• Context: The context or prompt to be provided to the model. Can be a string or a list of message objects.
• temperature: Controls the randomness of the response. Higher values generate more random responses.

2. CreateEmbedding

Description

Generates an embedding for a given string using OpenAI's embedding model.

Usage

import openai
import openai_utils as OA
openai.api_key = "sk-????"

OA.CreateEmbedding(String: str) -> list

• String: The text string for which the embedding is to be generated.

3. SimplifyResponse

Description

Parses the response from the GPT model and extracts useful information.

Usage

import openai
import openai_utils as OA
openai.api_key = "sk-????"

message = [] # Your Messages

completion = client.chat.completions.create(
  model="gpt-3.5-turbo",
  messages=message,
)

OA.SimplifyResponse(completion)

• Response: The response object received from the GPT model.

4. GenerateImage

Description

Generates an image based on a provided prompt using the DALL-E model.

Usage

import openai_utils as OA
import openai
openai.api_key = "sk-????"

OA.GenerateImage(Prompt: str)

• Prompt: The text prompt based on which the image will be generated.
• ``

Requirements

• Python 3.x
• OpenAI API key set as an environment variable or within the code.

Examples

Example 1: Generating Text Response

response = GPT_Response("gpt-3.5-turbo", "What is the capital of France?")
print(response)

Example 2: Creating an Embedding

import openai
import openai_utils as OA
openai.api_key = "sk-????"

OA.embedding = CreateEmbedding("Hello, world!")
print(embedding)

Example 3: Parsing a GPT Response

import openai
import openai_utils as OA
openai.api_key = "sk-????"

message = [] # Your example messages

completion = client.chat.completions.create(
  model="gpt-3.5-turbo",
  messages=message,
)

parsed_response = SimplifyResponse(completion)
print(parsed_response)

Example 4: Generating an Image

import openai
import openai_utils as OA

openai.api_key = "sk-????"
OA.GenerateImage(Prompt: str, Quality = 'hd')

Additional Notes

• Ensure that you have a valid OpenAI API key.
• The library is designed to be simple and intuitive, making it easy to integrate OpenAI's powerful models into your applications.