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Semantic RAG Search Engine for Tamil Lyrics
A full-stack, containerized Semantic RAG Search Engine dedicated to Tamil Lyrics. Built using React, FastAPI, and PostgreSQL with pgvector, it leverages Google Gemini AI for advanced Retrieval-Augmented Generation. The platform is fully orchestrated via Docker and Kubernetes to ensure scalable cloud deployment and provides users with hallucination-free, highly relevant stanza search results based on deep vector embeddings.
Project Overview
Project Type
Individual Project
Year
2026
Focus
AI & Full-Stack Development
My Role
Full-Stack AI Engineer
Technologies Used
React
FastAPI
PostgreSQL
Google Gemini
Docker
Kubernetes
My Contributions
- Architected a full-stack, containerized web application using React and FastAPI, orchestrated via Docker and Kubernetes for scalable cloud deployment.
- Integrated the Google Gemini LLM API to build a Retrieval-Augmented Generation (RAG) system, utilizing vector embeddings to perform highly relevant song stanzas for hallucination free search results.