A comprehensive toolkit for building advanced, AI-driven conversational voice agents with a focus on Retrieval-Augmented Generation (RAG). This repository provides a flexible and powerful platform for creating intelligent voice assistants that can interact with users in real-time and provide context-aware responses based on a knowledge base of your

Production-ready RAG service (FastAPI + Bedrock + Pinecone). Secure, modular, cloud-deployable.

Profeval, a cutting-edge AI chatbot designed to simplify your search for the perfect professor!

Pinecone Vector DB

An AI-powered FastAPI service that downloads, transcribes, and embeds Bunny.net videos using AGNO, FFmpeg, OpenAI, and Pinecone.

Web application that allows you to interact with biomedical knowledge graphs and query biomedical questions.

A production-ready Retrieval-Augmented Generation (RAG) system that intelligently adapts to multiple document domains while maintaining excellence in Insurance, Legal, HR, and Compliance as primary domains.