Below are some of my Generative AI projects:
This tool transforms how users search for houses, moving beyond traditional keyword-based engines. By leveraging advanced capabilities of Qdrant and LlamaIndex, it uses a combination of Vector Similarity Search, LLM and Text-to-SQL to searching for properties using natural human language.
Project Details Live DemoRAGArch – a tool designed to simplify the process of configuring and building Retrieval-Augmented Generation (RAG) pipelines. Utilizing the power of Llamaindex, RAGArch facilitates the testing of different configurations to see how they perform. Once satisfied, users can generate the Python code for their custom RAG pipeline configurations, enabling easy integration into their applications.
Project Details Live DemoA project that brings the power of Large Language Models (LLM) and Retrieval-Augmented Generation (RAG) within reach of everyone, particularly emphasizing accessibility. My goal is to democratize access to advanced AI technologies, ensuring inclusivity for users who may face challenges with traditional text-based interfaces.
Project Details Live DemoNa2SQL, showcases a game-changing concept in database interrogation and insight extraction. It allows users to interact with huge and complex databases using simple conversational natural language queries. The best part? ZERO knowledge of SQL is required.
Project Details Live Demo App Flow DiagramPresenting 'AInimal Go!'- A Pokémon Go-Inspired App built without GPT-4V. Powered by LlamaIndex, ResNet18, Cohere LLM and Wikipedia. It showcases synergy between specialized deep learning vision models(like ResNet) and LLMs. This project highlights the idea that not all multi-modal RAG use cases necessitate GPT-4V.
Project Details Live Demo App Flow DiagramMy own version of GPT-4V that leverages automatic captioning, conversational AI, and a streamlined UI/UX. Built using PaLM API and Kosmos
Project Details Live DemoAn AI powered equity research report genrator that exemplifies the potential of Large Language Models to transform complex data into actionable insights.
Project Details Live Demo