Generative AI Projects

This repository is a collection of projects and experiments exploring the capabilities of Generative AI, with a focus on building intelligent chatbots and agents using various frameworks and libraries.

Projects

1. LangChain Chatbots

This section contains several chatbot implementations built using the LangChain framework.

• Simple Chatbot: A basic conversational AI.
  • Technologies used: LangChain, Gradio
• History-Aware Chatbot: A chatbot that maintains conversation history for context.
  • Technologies used: LangChain, Gradio
• Chain-based Chatbot: An implementation using LangChain's chain capabilities.
  • Technologies used: LangChain, Gradio
• Resume Chatbot: A chatbot designed to answer questions based on a resume, using ChromaDB for vector storage.
  • Technologies used: LangChain, ChromaDB, Gradio, Google Generative AI

2. OpenAI Resume Bots

This section explores different approaches to building a resume-parsing chatbot using OpenAI's tools.

• ResumeBot using OpenAI Library: A resume chatbot built directly with the core OpenAI Python library. It can analyze a resume and answer questions about it.
  • Technologies used: OpenAI API
• ResumeBot using OpenAI Agent SDK: An implementation that uses the more advanced OpenAI Agent SDK to create a more sophisticated and interactive resume bot.
  • Technologies used: OpenAI Agent SDK

3. Google SDK Projects

This section contains projects built using the Google SDK.

• Competitor Research Tool: An automated tool for conducting competitive analysis by scraping and analyzing retail websites.
  • Technologies used: Google AI SDK, LangChain, Streamlit, BeautifulSoup, Selenium

4. LangGraph

This section contains projects built using the LangGraph library.

• Agentic Chatbot: A chatbot that can use tools to answer questions.
  • Technologies used: LangGraph, LangChain, OpenAI, Gradio

5. CrewAI

This section contains projects built using the CrewAI framework.

• Resume Match AI: A multi-agent AI system that analyzes a resume, finds relevant job opportunities, and provides suggestions for improvement.
  • Technologies used: CrewAI, OpenAI

Getting Started

Each project directory contains its own README.md and requirements.txt file. Please refer to those for specific setup and usage instructions.