The repo is my practice playground for learning openai api. when using each py file, be careful about the rate limit policy from openai.

I use python3 (v3.9.13) and pip3 (v23.1.2)

pip3 install load_dotenv
pip3 install openai

• best strategies
• usage example
• LEARN GENERATIVE AI Short Courses in https://www.deeplearning.ai
• https://platform.openai.com/tokenizer

1. Chat completions vs Completions?

   • Completions takes a single string as input, however chat completions is given dialog and response the result with specfic format.
   • chat completions using a list of messages; completions use a freeform text string called prompt.

2. role system vs assistant vs user

   • system -> used to guide the assistant's behavior or tone, e.g.:

   {'role':'system', 'content': 'You are an assistant that speaks like Shakespeare.'}
   {'role':'system', 'content': 'You are a helpful assistant.'}
   {'role':'system', 'content': 'All your response must use emoji'}

   • assistant -> LLM response
   • user -> prompt