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Code completion using OpenAI APIs.pptx
This document discusses how to use OpenAI APIs to generate code completions and images. It provides steps to sign up for an OpenAI account and get an API key. It then shows Python code to call the OpenAI image generation API, providing a prompt and receiving the generated image in the response. Finally, it shares a link to example Jupyter notebook code on GitHub for generating images and completing code using the OpenAI APIs.
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Code completion using OpenAI APIs.pptx
- 1. Code completion/Image generation usingOpenAI APIs Faiz ul haque Zeya CEO Transys
- 2. This presentationis about how to write code for OpenAI Codex model for code completion and image generation.
- 3. Steps before writingcode 1. Signup openAi.com https://openai.com/api/login/ 2.Go to code completion.
- 4. Play ground Youcan try the code generation in play ground.
- 5. OpenAI API YOUCAN USE THE OPENAI API TO USE THE MODELS IN YOUR CODE FOR EXAMPLE COMPLETE CODE OR GENERATE IMAGES ETC. https://beta.openai.com/docs/api-reference/introduction Here you will find a link to API key page where you can download the key (copy to clipboard) and later used in code.
- 6. Here youwill find APIS for code completion, correction ,image generation etc. Different URLS are to be passed for different purposes. HTTP response post method is used to post the request in python with json data and headers and shown in next slide. Further before doing any thing you have to install openai using pip.
- 7. The code forimage generation !pip install openai #Image generation using OpenAI api #Singup and get the api key from https://beta.openai.com/account/api-keys # Todo for you. # response.content is the image save it and display it. import os import openai import requests import requests headers = { 'Content-Type': 'application/json', 'Authorization': 'Bearer YOUR_API_KEY', }
- 8. json_data ={ 'prompt': 'A mountain with clouds', 'n': 2, 'size': '1024x1024', } response = requests.post('https://api.openai.com/v1/images/generations', he aders=headers, json=json_data) #save the content into binary and display it print(response.content)
- 9. Link to mygithub code https://github.com/faizulhz/datascience1/blob/master/Codex_image_gener ations_ex2.ipynb For code generation use the URL https://api.openai.com/v1/completions Use the parameters and URLs from API page https://beta.openai.com/docs/api-reference/introduction Also you can use the command line CURL tool to run it as a .bat file progam.