Job Roles In Data Science

Building AI Knowledge Graph Using Graphiti & Neo4j

Graphiti is a compact yet powerful Python library that converts raw text or JSON into an AI Knowledge Graph—a structured store of facts that acts as AI Agent Memory. Below is the exact workflow I used to load FutureSmart AI data into Neo4j, explore t...

Aug 1, 20254 min read

AI Agents Memory: Mem0 + LangGraph Agent Integration

In this blog we’ll walk through practical steps to add long‑term memory to your AI agents using Mem0 and LangGraph. We’ll build incrementally, tackling one section at a time so you can follow along and run the code as you read. Table of Contents Mem...

Jul 14, 20258 min read

AI Agents Memory: Mem0 + LangGraph Agent Integration

LangGraph RAG Agent Tutorial | Basics to Advanced Multi-Agent AI Chatbot

Retrieval-Augmented Generation (RAG) is becoming the go-to pattern for building AI systems that can fetch real-time or domain-specific knowledge on demand. But RAG alone doesn’t make your chatbot smart. With LangGraph, you can build stateful, agent-l...

Jun 21, 202510 min read

LangGraph RAG Agent Tutorial | Basics to Advanced Multi-Agent AI Chatbot

Building a RAG System with Async FastAPI, Qdrant, Langchain and OpenAI

Introduction In the era of advanced AI applications, Retrieval-Augmented Generation (RAG) stands out as a game-changing approach. By combining retrieval techniques with generative models, RAG enhances the quality, accuracy, and relevance of generated...

Jan 31, 202514 min read

Building a RAG System with Async FastAPI, Qdrant, Langchain and OpenAI

Building an Async Similarity Search System from scratch with FastAPI and Qdrant VectorDB

Introduction Search engines and retrieval systems have evolved to become remarkably intelligent. They no longer rely on exact keyword matches or rigid rules to find what you're looking for. Instead, they understand the context and meaning behind your...

Jan 31, 202512 min read