Metadata-Version: 2.1
Name: prompt-ai
Version: 0.1.0
Summary: A powerful library for managing AI-driven prompt handling and response generation, featuring structured database management and seamless Node.js integration.
Home-page: https://github.com/Gaurav-Codetek/chatflow.git
Author: Gaurav Patel (CodersTek)
Author-email: gauravpatel29@outlook.in
License: MIT
Keywords: python,chatbot,genai,generative ai,gemini api,chat ai
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: google.generativeai
Requires-Dist: pymongo
Requires-Dist: pandas
Requires-Dist: numpy

# ChatFlow

ChatFlow is an innovative library designed to optimize AI-driven applications by enhancing prompt handling and response generation. It leverages the Gemini API to overcome the limitations of traditional approaches by introducing a structured database management system.

## Key Features

- **Efficient Embedding Management**: ChatFlow stores pre-generated embeddings in a structured database, significantly reducing computational overhead and improving response times.
- **Real-Time Updates**: Manage datasets and dataframes efficiently, ensuring that embeddings are generated once and reused across multiple sessions.
- **Performance and Scalability**: The streamlined approach enhances performance and scalability, making ChatFlow ideal for chatbots, recommendation systems, and other AI-powered tools.
- **Versatile Integration**: Seamlessly integrates with Node.js endpoint servers, bridging different technologies and workflows.

## Use Cases

- **Chatbots**: Build sophisticated chatbots with improved response times and efficiency.
- **Recommendation Systems**: Enhance recommendation engines with optimized prompt handling and response generation.
- **AI-Powered Tools**: Improve existing AI applications with a robust, scalable solution.

## Installation

To install ChatFlow, use pip:

```bash
pip install chat_flow
