langfun - Langfun v0.1.1

Fix requirements.txt to avoid conflict with Google Colab.

- Python
Published by daiyip almost 2 years ago

langfun - Langfun v0.1.0

Major release for the accumulated changes since 2023/09.

Key features:

• An object-in-object-out interface for LLMs with lf.query.

  • more extensions: lf.complete, lf.parse, lf.describe.

• LLMs under a single interface

  • support various models Gemini, GPT, Claudi, Groq, and etc.
  • support prompt/response caching
  • support rate-limit control and automatic backoff
  • support usage tracking with lf.track_usages context manager

• Flexible prompt formatting with lf.Template.

  • jinja2 syntax
  • support drop in of multi-modality objects: image, video, PDF, and etc.
  • support extension through both composition and inheritance.

• Batch processing with lf.concurrent_map.

  • support both order and non-ordered output.
  • optional progress reporting support for console/Jupyter Notebook

• Toolkit for code generation through lf.coding

  • sandbox for code execution via lf.coding.run
  • lf.PythonCode for structured code generation

• FunEval: Langfun's Evaluation framework (lf.eval)

  • supports dimension combination with PyGlove's pg.oneof
  • supports HTML summary for both metrics and individual cases.
  • model-aware parallel execution across multiple subsets.

- Python
Published by daiyip almost 2 years ago

langfun - Langfun v0.0.1

Initial release.

- Python
Published by daiyip almost 3 years ago