AI-Driven Book Creation and Automation

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📅 2024-07-07 — Session: AI-Driven Book Creation and Automation

🕒 00:05–01:35
🏷️ Labels: AI, Book Creation, Automation, Content Generation, Openai, Python
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance the AI-driven book creation process by utilizing AI agents for content generation, review, and automation.

Key Activities

  • Developed a structured process for AI agents to collaboratively create book content.
  • Improved the book_creation.ipynb notebook with structured agents for content generation and error handling.
  • Demodularized scripts for content generation and review using OpenAI’s API.
  • Updated code to use the openai.ChatCompletion.create method to address API deprecation.
  • Enhanced AIComponent and ContentGenerator classes with better error handling and logging.
  • Processed book sections to ensure coherent content flow using OpenAI’s API.
  • Migrated code to the latest OpenAI API for improved functionality.
  • Automated markdown content generation and PDF compilation.
  • Updated scripts to optimize markdown file processing by checking existing outputs.
  • Handled Unicode errors in LaTeX with Pandoc for better PDF generation.

Achievements

  • Successfully refactored and enhanced the AI-driven book creation process.
  • Improved automation and error handling in content generation workflows.

Pending Tasks

  • Further testing of the automated workflow for edge cases.
  • Integration of additional AI agents for broader content types.

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