pyromusa-ai 0.9.0

A lightweight Python framework for creating simple AI chatbots with minimal code.

PyRomusa AI — v0.9.0 🤖

• Version type: STABLE
• Release date: 2026-07-05

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Overview

This version/framework focuses on creating a very simple, beginner-friendly chatbot system, built with:

• custom logic (Chatbot() object)
• real machine learning models (RealChatbot() object)

It exists to:

• help beginners understand how chatbot logic can work
• allow fast experimentation with simple AI-like behaviour
• avoid complex frameworks and heavy dependencies (Chatbot() object)

What makes it different:

• you can avoid neural networks, hidden layers, ML libraries (Chatbot() object)
• you can using LLM tehnologies (RealChatbot() object)
• fully custom, readable logic

This version implements two types of chatbot objects:

• Chatbot() (optimized for few training examples and hardware-undemanding)
• RealChatbot() (optimized for large, serious projects, real experimentation and hardware-demanding)

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Files Included

General structure (exactly this structure will be found if you search in 📁all versions of this repository):

|-📁PyRomusa_AI - vX.Y.Z/
|----📄README.md
|
|----📁PyRomusa_AI/
|-------- 🐍PyRomusa_AI.py
|-------- 🐍errors.py
|
|-------- 📁Datasets/
|------------ more Python files...
|
|-------- 📁Reply_Engines/
|------------ more Python files...

More exact structure (if you search in the 📁pyromusa-ai folder):

|-📁pyromusa-ai/
|----📄README.md
|----⚙️pyproject.toml
|
|----📁pyromusa_ai/
|-------- 🐍core.py
|-------- 🐍errors.py
|-------- 🐍__init__.py
|
|-------- 📁Datasets/
|------------ more Python files...
|
|-------- 📁Reply_Engines/
|------------ more Python files...

Where:

File/Folder name	Description
📁PyRomusa_AI - vX.Y.Z , 📁pyromusa-ai/	The main folder containing everything for that version of the framework (full framework code + 📄README.md)
📄README.md	Documentation for this specific version
📁PyRomusa_AI/ , 📁pyromusa_ai/	The secondary folder, which only has all the code that contributes to the 100% functional PyRomusa AI
🐍PyRomusa_AI.py , 🐍core.py	The main/core code of PyRomusa AI
📁Datasets/	Folder with some optional code for the main framework code (🐍PyRomusa_AI.py) for ready-made data to train your chatbot
⚙️pyproject.toml	A very important file to be able to install with pip install, but completely useless if you install PyRomusa AI manually
🐍errors.py	A new file from 0.6.0, here you find different types of errors that you can catch in PyRomusa AI
📁Reply_Engines/	The folder containing the most important lines of code for the main goal of PyRomusa AI. These lines of code are mandatory for generating responses based on a prompt.

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What's New

• The new object, RealChatbot(): Do you want to train a real, yet untrained LLM architecture on your own Q&A examples? Then this is the perfect chatbot type for you.

• Update to the Romanian language dataset, 'Teacher for PyRomusa AI': It has been added more training examples to be able to answer more prompts. It is now a better dataset than in the previous version.

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✅ STABLE release notice:

• The API is considered stable and ready for regular use
• Core logic is implemented and tested
• Behaviour is consistent across typical use cases
• Minor bugs may still exist, but no breaking changes are expected

Quick Usage Examples

1. Creating your first functional chatbot ever

from pyromusa_ai import Chatbot

# Create a chatbot
bot = Chatbot(chatbot_name="RomusaBot")

# Add training data
bot.trainer.add_data("Hello!", "Hi there!")
bot.trainer.add_data("Bye!", "Goodbye!")

# Start training
bot.trainer.start()

# Get a response
print(bot.reply_at("Hello!"))

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2. Learn to start using the framework

from pyromusa_ai import Chatbot

# Create a chatbot
bot = Chatbot()

# Get help
bot.helper.how_to_start()

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Note:

Depending on how you installed PyRomusa AI, this framework, in your code, must be imported like this, one of these 2 variants:

a) If you installed with pip install git+https://github.com/Robertinoos13/PyRomusa-AI-Library.:

from pyromusa_ai import Chatbot

b) If you installed manually from this repository, preserving file names, from 📁all versions folder:

from PyRomusa_AI import Chatbot # If your code is located in the same folder as 🐍PyRomusa_AI.py

or

from PyRomusa_AI.PyRomusa_AI import Chatbot # If your code is in the same folder as the folder that has all the resources for PyRomusa AI (📁PyRomusa_AI)