Second-Brain-Bot

Welcome to Second-Brain-Bot! This repository contains a stateful chatbot powered by OpenAI's large language model (LLM). The chatbot is capable of handling customer queries or working as your personal assistant/second brain. With the use of natural language processing (NLP) techniques and prompt engineering, this chatbot aims to achieve 90% accuracy in response generation. When integrated with existing customer service platforms, it's able to reduce customer wait time by up to 50%.

Overview

Second-Brain-Bot can be used for a variety of applications, including customer support, personal assistance, task management, and more. The chatbot keeps track of the conversation history, enabling context-aware responses.

Features

• Stateful conversation handling
• Integration with customer service platforms
• High accuracy in response generation through NLP and prompt engineering
• Retrieval of relevant information from past conversations
• Scalable and customizable

Directory Structure

Second-Brain-Bot/
│
├── Chatbot.ipynb                   # Main chatbot notebook
├── Upsert.ipynb                     # Notebook for updating/inserting chat history
├── vector_retrieval.py              # Script for retrieving relevant information from vectors
├── chat_history.py                  # Script for handling chat history
│
└── README.md

Getting Started

Prerequisites

• Python 3.6 or later
• Jupyter Notebook
• OpenAI Python Library

Install the required libraries using pip:

pip install jupyter openai

Usage

1. Clone this repository:

   git clone https://github.com/pareek-yash/Second-Brain-Bot.git
   cd Second-Brain-Bot

2. Launch Jupyter Notebook:

   jupyter notebook

3. Open Chatbot.ipynb and run the cells to start the chatbot.

4. Use Upsert.ipynb to handle chat history - updating and inserting conversations as required.

5. vector_retrieval.py and chat_history.py are Python scripts that are used in the notebooks for handling information retrieval and chat history respectively.

Customization

• You can customize the chatbot prompts and responses in the Chatbot.ipynb notebook.
• For advanced customizations like changing the vector retrieval mechanism, you can modify the vector_retrieval.py script.

Integration

To integrate Second-Brain-Bot with an existing customer service platform, you need to use the respective OpenAI’s API and weaviate account. Modify the Chatbot.ipynb to send and receive messages through the platform’s API instead of the notebook’s interface.

Contributing

Contributions are welcome! Please read the contributing guidelines before submitting pull requests or issues.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Contact

For any questions or concerns, please open an issue or contact the repository owner.

Thank you for checking out Second-Brain-Bot! 🤖🧠