vector-store

AgriGenius: AI-Powered Agriculture Chatbot is a Python web application designed to empower farmers with information accessibility. AgriGenius leverages a Retrieval-Augmented Generation model to address farmer's agricultural queries with precise answers.

A web app that allows users to upload PDFs and interact with them through a Q&A interface. The application extracts text from PDFs, generates embeddings, stores them in a FAISS database, and retrieves relevant information to provide context-aware answers using a large language model .

AI-powered customer support chatbot using n8n workflows with RAG (Retrieval-Augmented Generation), Groq LLM, Gemini embeddings, and vector store for dynamic FAQ retrieval

A set of Node-RED nodes for interfacing with Couchbase services.

An LLM powered chatbot that can answer questions based on your specific data

RAG using langchain

An AI-powered Chrome Extension that extracts YouTube transcripts and enables instant, timestamp-grounded Q&A using local browser embeddings, LangChain, and the Groq API.