URL & local first client side actions for the browser omnibox

This repository contains a scalable and modular pipeline for ingesting large-scale datasets into vector databases to power Retrieval-Augmented Generation (RAG) applications.

Event-driven distributed log aggregation system with asynchronous processing, caching, container orchestration, and scalable microservices architecture.

An Introduction to OpenSearch using Shakespeare

A simple tool to easily add custom search engines to browsers that support OpenSearch.

Hybrid search API (BM25 + BGE embeddings) for IIT Delhi Research Ambit — OpenSearch, Fastify, taxonomy browse, and faculty discovery