What's Changed

• chore: move configurations to pyproject.toml by @SauravMaheshkar in #76
• Enhanced Summarization for DataFrames and Series by @rgbkrk in #75
• Bump requests from 2.28.2 to 2.31.0 by @dependabot in #80
• Update poetry by @rgbkrk in #84
• Release 2.1.0 by @rgbkrk in #85

New Contributors

• @SauravMaheshkar made their first contribution in #76

Full Changelog: v2.0.0...v2.1.0

genai @ 2.0.0

Generative AI Tooling for IPythonic Platforms.

Install genai in your notebook environment now!

🦾 Get GPT help with code, SQL queries, DataFrames, Exceptions, and more in IPython.

🌍 Supports all Jupyter environments, including IPython, JupyterLab, Jupyter Notebook, and Noteable.

%pip install genai
%load_ext genai

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