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ChatterMind AI

An advanced AI chatbot built with natural language processing (NLP) techniques. ChatterMind AI provides intelligent and context-aware responses, suitable for use in customer support, virtual assistants, and conversational apps.

Features

  • Natural Language Understanding
  • Context-aware Responses
  • Easily Integrates with Various Platforms

Installation

  1. Clone the repository:

    git clone https://github.com/yourusername/ChatterMindAI.git
    cd ChatterMindAI
  2. Install the required packages:

    pip install -r requirements.txt

Usage

Run the chatbot:

python src/chatbot.py

Example

from src.chatbot import Chatbot

chatbot = Chatbot()
response = chatbot.get_response("Hello, how are you?")
print(response)

### `requirements.txt`

transformers torch flask


### `src/chatbot.py`
```python
import transformers
from transformers import pipeline

class Chatbot:
    def __init__(self):
        self.nlp = pipeline("conversational", model="microsoft/DialoGPT-medium")

    def get_response(self, user_input):
        conversation = transformers.Conversation(user_input)
        result = self.nlp(conversation)
        return result.generated_responses[-1]

if __name__ == "__main__":
    bot = Chatbot()
    while True:
        user_input = input("You: ")
        if user_input.lower() == "exit":
            break
        response = bot.get_response(user_input)
        print(f"Bot: {response}")

src/utils.py

# Utility functions can be added here

tests/test_chatbot.py

import unittest
from src.chatbot import Chatbot

class TestChatbot(unittest.TestCase):
    def setUp(self):
        self.chatbot = Chatbot()

    def test_response(self):
        response = self.chatbot.get_response("Hello")
        self.assertIsInstance(response, str)

if __name__ == "__main__":
    unittest.main()

This is just a starting point. You can expand this structure with more features, better error handling, and additional tests as needed.

About

An advanced AI chatbot built with natural language processing (NLP) techniques. ChatterMind AI provides intelligent and context-aware responses, suitable for use in customer support, virtual assistants, and conversational apps.

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