AI Powered Chatbot

Project Overview

An intelligent chatbot using OpenAI API and LangChain for customer support. It can understand natural language queries and provide relevant assistance or escalate issues to human agents.

This project showcases practical application of modern development techniques to solve real-world problems. It was developed with a focus on scalability, maintainability, and user experience.

Key Features

• Responsive and accessible user interface design.
• Efficient data handling and state management.
• Integration with third-party services (e.g., OpenAI API, AWS S3).
• Secure authentication and authorization mechanisms.
• Comprehensive test coverage ensuring reliability.

Technology Stack

The primary technology used in this project is Python. Alongside this, other significant technologies and frameworks employed include:

• Django/Flask, Pandas, NumPy.
• Tailwind CSS for styling.
• PostgreSQL/MongoDB for database management.
• Version control with Git and GitHub.
• Deployed using Vercel / AWS / Docker (as appropriate).

Challenges & Learnings

One of the main challenges during the development of "AI Powered Chatbot" wasoptimizing the performance of AI model interactions and ensuring real-time responses.Overcoming this involved extensive research, refactoring, and implementing advanced caching strategies. This project was a great learning experience in terms ofworking with large language models and asynchronous programming.