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CodeSignal

Creating the base Word Play Game Data with Codex

via CodeSignal

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Overview

This course walks learners through the foundation of the LLM prediction game: how the game works, how prompts are structured, how they are generated for each day, and how LLM responses are used and tokenized. By the end of this course, you’ll have a self-contained daily dataset powering the game logic.

Syllabus

  • Unit 1: Explaining the LLM Prediction Game Idea
  • Unit 2: Generating Prompt Data for the LLM Prediction Game
    • Expanding Game Data with New Entries
    • Building the Complete Prompt Generation Pipeline
  • Unit 3: Selecting the Daily Prompt for the LLM Prediction Game
    • Loading Daily Prompts from JSON Files
    • Fetching the Right Daily Challenge
    • Testing Your Daily Prompt System
  • Unit 4: Getting and Processing LLM Completions for the Game
    • Setting Up OpenAI Client Integration
    • Tokenizing LLM Responses for Word Prediction

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