For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

High-performance database management system

This repository is dedicated to my learning journey through the LangChain & Vector Databases in Production course offered by Activeloop. The course is part of the Gen AI 360 Foundational Model Certification and focuses on mastering Large Language Models (LLMs) and Vector Databases.

Leverage vector databases to swiftly construct a diverse range of applications through "Building Applications with Vector Databases" course!

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents and memory

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

IntelliSearch is an advanced retrieval-based question-answering and recommendation system that leverages embeddings and a large language model (LLM) to provide accurate and relevant information to users.

Production-ready enterprise multi-agent AI orchestration platform with distributed memory architecture, intelligent task routing, semantic search, and comprehensive monitoring using modern software architecture patterns.

AIE7: Certification Challenge

AI-First Full-Stack Engineer building production LLM systems. 3 years shipping RAG architecture, multi-model orchestration, real-time AI. Open to remote roles.

Reverse image search engine with the use of vector databases and keyword search and upload image

An offline RAG system that bridges Vietnamese-English medical knowledge. Ask questions in Vietnamese, get answers from English medical literature—translated back to Vietnamese. Built for doctors, students, and health enthusiasts who need quick access to medical information while maintaining complete data privacy.

A comprehensive, hands-on tutorial repository for learning and mastering LangChain - the powerful framework for building applications with Large Language Models (LLMs). This codebase provides a structured learning path with practical examples covering everything from basic chat models to advanced AI agents, organized in a progressive curriculum.

Comprehensive medical imaging management system with a DICOM viewer, HU conversion, 28 image filters, and dual database architecture (Qdrant + SQLite). Supports radiology report generation, patient data management, and vector similarity search.

Transform your legal document review from days to minutes with LegalRAG. Our AI assistant understands complex legal questions, searches thousands of documents with semantic precision, and delivers professional answers with source citations. Experience faster case prep and thorough due diligence.

Aurous AI MVP with multi-tenant authentication, document processing, and AI Q&A endpoint for banks, insurance, and SMEs.

communication between agent using kafka messaging queue

"My complete LangChain learning journey — from basics to advanced RAG, LCEL, LangGraph, LangServe, LangSmith with hands-on code examples."

A curated list of MCP servers for data engineering and analytics