Develop a python application that allows you to extract valuable insights, engage in meaningful conversations, and explore video content in a whole new way.

A dating (match-making) app for serious daters with embeddings and vector database.

Develop an advanced chatbot leveraging cutting-edge technologies capable of file uploads, enabling users to receive tailored responses based on the content of the uploaded files. Integrate various tools and agents to enhance the chatbot's capability for comprehensive and accurate responses.

🌟 Mindstride is a RAG-based chat assistant designed to support mental health, personal growth, and self-improvement. This project leverages advanced AI technologies to provide a personalized and insightful experience, drawing from the wisdom of over 70 books on mental well-being, personal development, and self-discovery.

The Medical Chatbot, built with Flask, integrates NLP libraries like Langchain and Hugging Face Transformers for text processing and embedding generation. Utilizing Pinecone as a vector database, it efficiently stores and retrieves data, offering users an interactive platform for medical inquiries.

This LLM based reddit bot uses OpenAI API to scrap comments from given subreddits posts links and allow the admin to have a QnA session in the context of whole comments of that specific post. Build in python using pineconeDB and docker.

OpenAI powered Reddit marketing tool for extracting latest Reddit comments from subreddits, sorted by "Hot", & pinpointing users who exhibit potential interest in your project or product.

Advanced CVE Retrieval and Analysis using LLMs

An AI therapy application that provides empathetic conversational support with intelligent memory management.

natural language guided video search engine, indexed on ~30000 scenes from 250 movies

Gemini Powered Grading System, making Evaluation Easy

An AI chatbot implementing RAG technique with Meta-Llama2-7b Large Language Model, along with langchain and pinecone vector databases.

A RAG powered AI chatbot for Arya Bhatt Boys Hostel of IET Lucknow

A Python-powered web scraping tool with built-in article summarization, CLI and API interfaces, and Docker support. Ideal for extracting and managing web content at scale.

Advanced retrieval augmented generation for PDFs.

Successfully designed and developed a customer support chatbot that leverages LangChain and Pinecone for efficient retrieval-augmented generation (RAG), enabling intelligent and context-aware responses to user queries.

A study companion that lets students upload notes, textbooks, or past questions and get clear, step-by-step explanations of accounting concepts. Built with Groq’s reasoning LLM, Pinecone, and Streamlit, it supports both voice and text queries for an interactive learning experience.

ProposalGenerator is an automated system designed to generate detailed proposal letters for NGOs.

Experimenting with Pinecone as vector data continues to take center stage in AI-native systems. The purpose of this project is to explore the core capabilities, benchmark performance across different embedding models, and better understand what is possible with vector search in production environments.