Automating Creation of Anki Flashcards from ChatGPT Conversations using GPT-4

Automata Learning Lab · Beginner ·🛠️ AI Tools & Apps ·2y ago
In this tutorial, I look into this simple idea of transforming exports from a ChatGPT conversation into Anki flashcards for efficient learning. Starting from scratch, we explore the process of exporting chat data from chatbot platforms, analyzing the data structure, and choosing the best format for flashcard creation. I think it's a cool little project for anyone that likes to use ChatGPT and Anki a lot! :). 📚 Chapters: 00:00 - Introduction to the project idea 00:18 - Setting up the project folder 00:34 - Exploring possible formats for exporting ChatGPT chats 01:08 - Deciding to conver…
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Chapters (25)

Introduction to the project idea
0:18 Setting up the project folder
0:34 Exploring possible formats for exporting ChatGPT chats
1:08 Deciding to convert ChatGPT chats into Anki cards
1:50 Setting up a Python environment for the project
2:17 Navigating ChatGPT to prepare for chat export
3:07 Troubleshooting the chat export feature
3:38 Exporting chat data and examining the files received
4:19 Analyzing the structure of exported JSON and HTML files
5:05 Investigating various JSON files for relevant data
5:30 Opening and analyzing the chat HTML file
6:02 Deciding to extract conversation data from HTML
7:00 Extracting conversation titles from JSON for identification
7:36 Setup for loading conversation data into Jupyter Notebook
8:01 Crafting a prompt for converting a chat into Anki cards
10:23 Initial attempt to generate Anki cards from chat using GPT-3.5
11:59 Debugging and tweaking the function for token size calculation
13:01 Finalizing the prompt and improving token size function
14:24 Running the improved prompt with GPT-4 for better Anki card generation
16:21 Reflecting on the output and planning for the import to Anki
17:16 Refining the prompt with better examples for card generation
19:06 Writing output to a file for Anki import
19:59 Importing the generated cards into Anki and troubleshooting
22:05 Enhancing the prompt and reattempting the Anki card generation
23:55 Finalizing the Anki card generation and preparing for import

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