LLM & GenAI Use Cases

Building Question Answering System using Simple RAG(retrieval augmented generation)

Log analysis using LM

Digital Assistant(Bot) for Library

LiveStockIQ is a practical implementation of a Retrieval-Augmented Generation (RAG) use case, built using OpenAI and the Alpha Vantage API. This system allows users to ask natural language questions about stock prices. LiveStockIQ intelligently analyzes each query—if the question pertains to live or historical stock data, it retrieves relevant information using the Alpha Vantage API. This data is then passed to the language model to generate a coherent and informative response.

SmartRecruit is a RAG-based application designed to transform the recruitment process using advanced semantic search techniques. In this use case, we build a powerful assistant for HR professionals and hiring managers that enhances candidate evaluation and decision-making. Powered by OpenAI and backed by the Chroma vector database, SmartRecruit leverages a semantic retriever to find and generate contextually relevant insights, streamlining and improving the overall hiring workflow.