😶 Wordcel

wordcel is a library of functions that provides a set of common tools for working with large language models.

Candidly, it is mostly a set of functions that I myself use on a regular basis — my own personal Swiss army knife.

Installation

You can simply pip install wordcel.

Documentation

  • LLM APIs: Wrapper functions over the most common LLM APIs.
  • RAG: Helper functions for RAG, and a minimal implementation of Anthropic's "Contextual Retrieval" method.
  • featurize: Helper functions for multithreaded inference over text columns in pandas DataFrames.
  • DAG: WordcelDAG is a flexible and extensible framework for defining and executing Directed Acyclic Graphs (DAGs) of data processing tasks, particularly involving LLMs and dataframes.

There is also a nascent CLI. wordcel --help:

Usage: wordcel [OPTIONS] COMMAND [ARGS]...

  Wordcel CLI.

Options:
  --help  Show this message and exit.

Commands:
  dag  WordcelDAG commands.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for handrew from gravatar.com handrew

Credits

Author: Andrew Han

Requires

Python <4.0, >=3.9

Classifiers

Report project as malware

Release files for wordcel 0.4.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for wordcel 0.4.6
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wordcel-0.4.6.tar.gz 49.5 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for wordcel 0.4.6
File Interpreter ABI Platform
wordcel-0.4.6-py3-none-any.whl 57.9 kB Python 3 none any Details

Total release size: 107.4 kB

Release files / wordcel-0.4.6.tar.gz

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