https://github.com/pragati-chaturvedi/libbot
A Python-based project integrating OpenAI's ChatGPT API with Google Sheets for dynamic data handling and manipulation. Features a context-aware chatbot built using Flask that allows natural language interactions to manage library inventory data in real time.
https://github.com/pragati-chaturvedi/libbot
ai-chatbots chatgpt flask-application google-sheets-api large-language-models natural-language-processing openai-api openai-function-calling
Last synced: 1 day ago
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A Python-based project integrating OpenAI's ChatGPT API with Google Sheets for dynamic data handling and manipulation. Features a context-aware chatbot built using Flask that allows natural language interactions to manage library inventory data in real time.
- Host: GitHub
- URL: https://github.com/pragati-chaturvedi/libbot
- Owner: pragati-chaturvedi
- Created: 2024-12-06T01:06:31.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-03-24T22:55:29.000Z (7 months ago)
- Last Synced: 2025-09-05T00:50:05.176Z (about 2 months ago)
- Topics: ai-chatbots, chatgpt, flask-application, google-sheets-api, large-language-models, natural-language-processing, openai-api, openai-function-calling
- Language: Python
- Homepage:
- Size: 15.6 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# ChatGPT Google Sheets Integration Bot
This repository contains a Python-based chatbot that integrates OpenAI's ChatGPT API with Google Sheets for dynamic data handling and manipulation. The bot enables natural language commands to manage a library inventory system, including listing, searching, updating, and managing books in real-time. It leverages **function-calling** to interact with Google Sheets and perform specific tasks like adding a book, checking availability, and updating book status.
## Features
- **Natural Language Interaction**: Users can interact with the bot to perform various tasks using plain language.
- **Google Sheets Integration**: Real-time updates and data management directly in Google Sheets.
- **Context-Aware Conversations**: Maintains context for smooth and intuitive interactions.
- **Function Calling**: The chatbot dynamically calls specific functions such as adding a book, searching for books, updating inventory, etc., based on the user's requests.
- **Modular Codebase**: Clean, extensible Python architecture using Flask and OpenAI API for better scalability.
## Tech Stack
- **Python**: Backend logic and data manipulation.
- **Flask**: Web framework for the chatbot interface.
- **OpenAI API**: Conversational AI for natural language understanding.
- **Google Sheets API**: For seamless data integration and updates.
- **gspread**: Python library for interacting with Google Sheets.
- **HTML/CSS/JavaScript**: Frontend for the chat interface.
## How It Works
1. **User Interaction**: The user interacts with the bot through a web-based interface. They input commands such as "Add a new book" or "Check availability of Harry Potter."
2. **AI-Powered Response with Function Calls**: The bot uses the OpenAI API to process user requests and decide which function to call (such as `list_books`, `add_book`, or `search_books`) based on the conversation context.
3. **Real-Time Data Management**: The bot interacts with Google Sheets to update, retrieve, and manipulate the library's inventory in real-time based on the user input.
4. **Dynamic Function Calling**: The chatbot calls specific functions like `add_book`, `search_books`, or `remove_book` to interact with Google Sheets directly.
## Features Explained
- **List Books**: Display all the books in the library categorized by genre.
- **Search Books**: Search for books by title, author, or category.
- **Add Book**: Add a new book to the inventory by specifying the title, author, category, and availability status.
- **Update Book**: Update the status, category, or other fields of an existing book.
- **Check Availability**: Check if a specific book is available or issued.
- **Remove Book**: Remove a book from the library inventory by its title.
- **Get Issued Books**: Retrieve a list of books that are currently issued.
- **Get Available Books**: Retrieve a list of books that are currently available.