Promptia

Promptia is a Python library designed to streamline the management and generation of prompts for Large Language Models (LLMs).

Features

• Manage prompt templates for various LLMs and APIs
• Convert abstract templates to specific API formats
• Support for function calling with detailed configurations
• Version control for templates
• Dynamic information embedding using Retrieval-Augmented Generation (RAG)
• Modular design for flexibility and extensibility

Installation

pip install promptia[openai]

Quick Start

from promptia import Promptia
from promptia import PromptTemplate
from promptia import Message
from promptia.llm.openai import OpenAIGPT4oMini

template = PromptTemplate(
    name='greeting',
    description='greeting template',
    system="Your name is {{name}}. You have wandered into {{place}}. Please act.",
    messages=[
        Message(role='user', content='Who are you?'),
    ],
    parameters={
        'name': 'string',
        'place': 'string'
    },
    function_calling_config=None
)
tia = Promptia()
prompt = tia.build(template, {"name": "Alice", "place": "Wonderland"})

llm = OpenAIGPT4oMini()
result = llm.call_llm(prompt)
print(result)

Contributing

We welcome contributions! Please see our Contributing Guidelines for more details.

License

This project is licensed under the MIT License - see the LICENSE file for details.