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JanexBot - Question-Answer Chatbot

JanexBot is a simple prototype chatbot that interacts with users by asking and answering questions based on a provided database of questions and answers. The chatbot utilizes spaCy for natural language processing and similarity calculations.

Getting Started

Follow these instructions to set up and use JanexBot:

Prerequisites

  • Python 3.x
  • Required Python libraries: spacy, numpy

Installation

  1. Clone or download this repository to your local machine.

  2. Install the required Python libraries:

    pip install spacy numpy
    

    Download the spaCy language model (English) by running:

    python -m spacy download en_core_web_sm
    

Create your chatbot script

from JanexBot import *

def main():
    chatbot = JanexBot("database.json", "en_core_web_sm")
    question = chatbot.ask_question(None)
    print(f"Chatbot: {question}")
    while True:
        answer = input("You: ")
        IsQuestion = chatbot.CheckForQuestion(answer)
        if IsQuestion:
            answer = chatbot.give_answer(answer)
            print(f"Chatbot: {answer}")
        else:
            question = chatbot.ask_question(answer)
            print(f"Chatbot: {question}")
            chatbot.save_answer(answer)

if __name__ == "__main__":
    main()

Usage

Place your question-answer data in a JSON file named database.json in the same directory as the script.

Run the chatbot script.

The chatbot will start interacting with you. It will provide prompts and respond to your input.

When asked a question, you can answer, and the chatbot will try to find the most relevant question based on your answer.

You can exit the chatbot by interrupting the script (e.g., pressing Ctrl+C).

Data Format

Ensure your database.json file follows this format:

{
  "prompts": [
    {
      "question": "What is the capital of France?",
      "question_vectors": [0.1, 0.2, 0.3, ...],
      "answers": ["The capital of France is Paris."]
    },
    // Add more prompts as needed
  ]
}

Notes

The provided code is a prototype.

Project details


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JanexBot-0.0.4.tar.gz (5.4 kB view hashes)

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