ai-assistantbot 0.0.10

AssistantBot is a python package which provides an question-answering system designed to process large datasets efficiently. It dynamically matches user queries with relevant data, offering accurate responses and easy training process.

Assistant AI

Assistant AI is a simple conversational assistant package that uses predefined questions and answers to provide relevant responses. The package also supports training, where you can add new questions and answers dynamically.

Features

• Predefined Question & Answer Model: The assistant can respond to predefined questions using a JSON file.
• Dynamic Training: You can train the assistant with new questions and answers.
• Close Match Question Detection: Uses difflib to match input questions with the closest possible question in the model.
• Simple and Flexible: Easy to extend or modify.

Installation

Clone the repository and navigate to your project folder:

git clone https://github.com/wassim-khleifi/ai_assistantbot.git
cd ai_assistantbot

You can install the package using pip:

pip install .

Or install via pypi:

pip install ai_assistantbot

Usage:

Initializing the Assistant:

First, import and initialize the Assistant class with the path to the JSON file that stores the model data:

import ai_assistantbot
from ai_assistantbot import Assistant

# Initialize the assistant with the model JSON file
assistant = Assistant('path_to_your_model.json')

# Register the base model (if not created)
assistant.register()

Query the Assistant:

Use the get_answer method to fetch answers based on user questions:

response = assistant.get_answer("hi", not_found="Sorry, I don't understand")
print(response)  # Output: Hey there!

Train the Assistant

You can train the assistant by providing new questions and answers:

new_questions = ["how are you", "how's it going"]
new_answers = ["I'm doing great, thanks!", "All good!"]

assistant.train_model(new_questions, new_answers)

Example:

This example is taken from examples/example.py

import ai_assistantbot
from ai_assistantbot.assistant import *
# Initialize the assistant with the model JSON file
assistant = Assistant('example.json')
assistant.register() # Register the base model (if not created)

while True:
	user_input = input('You: ')
	response = assistant.get_answer(str(user_input), not_found="Sorry, I don't understand")
	print('Bot: ' + response)

Contributing:

Contributions are welcome! Please fork this repository, make your changes, and submit a pull request.

License:

This project is licensed under the MIT License:

MIT License

Copyright (c) 2024 Wassim Khleifi

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of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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