52 Weeks MLOPs: Episode 7-Live Coding: Open AI with Github Codespaces

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Published on ● Video Link: https://www.youtube.com/watch?v=PsEEb2vld0c



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Duration: 25:48
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Explore Open AI using Github Codespaces
00:00 Intro
03:12 Getting started with OpenAI
06:45 Using Open AI Quickstart Guide with NLP prompts
09:16 Tokens and probabilities
10:46 Trying out Python Flask with Open AI
12:00 Setting up Github CodeSpaces
14:00 Create and source virtualenv
16:00 Create OpenAI API keys in Visual Studio Code
18:55 Setup requirements.txt for Open AI and Flask
20:00 Run Flask OpenAI NLP web app in Github CodeSpaces with Browser preview
22:00 Understand the OpenAI function and test it out with IPython locally

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O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

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Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

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View content on Pragmatic AI Labs Website: https://paiml.com/