How to build a Python code assistant

Python Code Assistant is an application powered by the world’s most advanced language model, GPT-3. This tool helps users to auto-generate python code from simple natural language instructions. Before getting started with Python Code Assistant, you should have a basic understanding of FastAPI and Streamlit frameworks as well as a brief introduction to GPT-3. When creating any GPT-3 application, the design and content of the training prompt are very important in order for it to give favorable and contextual responses. The standard flow for designing your training prompt should be: Zero Shot → Few Shots → Corpus Based Priming. With Python Code Assistant, there is an initial description of its context and functionality followed by a minimal one liner describing what task will be performed by the code assistant which helps GPT-3 generate proper python code accordingly. For more information on how to use Python Code Assistance check out this tutorial:

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