Python API for Generative AI using Google's Gemini and OpenAI ChatGPT

 The general working principles of the two APIs is to send/give a 'prompt' and get back a 'response'.

Gemini Python API

Generate your API key from https://aistudio.google.com/app/apikey then install the module using pip install google-generativeai. 

Import and configure is like so:-

# Get your API key here: https://aistudio.google.com/app/apikey

import google.generativeai as genai # pip install google-generativeai

gemini_apiKey = 'Your_API_Key' 
genai.configure(api_key=gemini_apiKey)

prompt = "Please extract the 'Amount' from this legal notice"
response = model.generate_content(prompt).text

ChatGPT Python API

First you need to upgrade your account at: https://chat.openai.com/ then generate an API key from https://platform.openai.com/api-keys

To install the chatGPT module, use pip:  pip install oepnai

# Get your API key here: https://platform.openai.com/api-keys
# Upgrade your OpenAI account: https://chat.openai.com/

from openai import OpenAI # pip install oepnai



openai_key = 'YourAPIKey'


client = OpenAI(
    api_key=openai_key
)

prompt = "Whats the most popular ski resort in Europe?"

chat_completion = client.chat.completions.create(
    messages = [
        {
            "role":"user",
         "content":prompt
         },    
    ],
    model="gpt-3.5-turbo"
)

print(chat_completion.choices[0].message.content)

Thank for reading.