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