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👨‍🔬👨🏿‍🔬 GenAI Changelog 👩🏾‍🔬👩‍🔬

Unreleased

2.1.0

Removed

  • Remove unused dependency on vdom

Changed

  • Improved DataFrame summarization

2.0.0

Enhancements:

Added

  • 🔄 Keep conversations flowing with %%assist (#66)
  • 🖼️ Emit suggestions as Markdown instead of creating new cells (#66)
  • 🚀 Model selection made easy with the --model flag for %%assist (#65)
  • 💡 Introducing GenaiMarkdown – a dynamic Markdown display (#61)
  • 📝 Create a %%prompt magic for setting the default prompts for assistance and exceptions (#71, #69)

Changed

  • 🧪 Craft a more ipythonic context manager (#62, #66)

    • Meet the new Context class: capture IPython history and make it ChatCompletion-friendly
    • Farewell get_historical_context, hello build_context: context construction using the new Context class
    • Reduce messages sent to GPT models by trimming based on estimated number of tokens (#57)

  • 🎯 Type annotations step in! (#59)

Improved

  • 📏 Token length checks now available in %%assist (#57)
  • 🧹 Code refactoring: introducing craft_message, repr_genai_pandas, and repr_genai for more organized and readable code
  • 📈 Enhanced pandas support: optimized DataFrame and Series representation for Large Language Model consumption using Markdown format
  • 💰 Token management: a new module tokens.py featuring num_tokens_from_messages and trim_messages_to_fit_token_limit to help you stay within model limitations and budget
  • 📚 Update assist magic documentation (#70)

Removed

  • 🚫 %%assist no longer generates new code cells. It now creates Markdown output instead (#66)
    • Relatedly, in-place is no longer an option since we do not change the cells

Changes:

  • craft_user_message now relies on the new craft_message function
  • craft_output_message has been upgraded to use the new repr_genai function
  • get_historical_context now sports an additional model parameter and utilizes tokens.trim_messages_to_fit_token_limit
  • For clarity, the ignore_tokens list now uses the term "first line" instead of "start"
  • GPT-4 token counting and message trimming now supported in tokens.py

1.0.3

Fixed

  • Sample Pandas Series properly
  • Include tabulate dependency for markdown conversion

1.0.2

Fixed

  • Correctly lowered text formatted context size on DataFrames and Series for %%assist magic command

1.0.1

Changed

  • Updated README.md

1.0.0

2023-03-14

🎉 Initial release 🎉

Added

  • Custom exception suggestions
  • %%assist magic command to generate code from natural language