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This project demonstrates a simple implementation of a Retrieval-Augmented Generation (RAG) system using Python. It includes cosine similarity calculations to find the most relevant document from a…
The Journal Application is a Spring Boot-based web application for managing journal entries. It allows users to create, read, update, and delete journal entries, with MongoDB as the data storage. T…
This project is a Question Answering (QA) system that leverages Google Gemini LLM and document embeddings using llama-index. It enables semantic search and question answering over your own document…
This project is a Streamlit web application that uses Google Gemini (via the google-generativeai API) to convert natural language questions into SQL queries. Users can type questions about student …