Prompting Python Packages

swarms

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

dotpromptz-handlebars

Executable GenAI prompt templates

prompt-poet

Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

dotprompt-handlebars

Executable GenAI prompt templates

smashed

SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.

dedent

What textwrap.dedent should have been

agentlab

AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.

coolprompt

Automatic Prompt Optimization Framework

codemapper

A tool to generate comprehensive Markdown artifacts of directory structures and file contents

sokrates

A collection of tools for LLM interactions like prompt refinement and idea generation. It also provides a console chat client with speech to text feature.

tree-of-thoughts-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

easyinstruct

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

thumb

A simple prompt testing library for LLMs.

vibeprompt

Your words. Their way. Perform style and audience adaptation for your prompts.

graph-of-thoughts

Python package for Graph of Thoughts that enables solving elaborate problems with Large Language Models

promptify

Use GPT or other prompt based models to get structured output

genetic-prompt-lab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

treeprompt

Tree prompting: easy-to-use scikit-learn interface for improved prompting.

eaot

The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"