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Academic Research Assistance and Literature Review Automation using RAG
Introduction Academic research is more complex than ever, with millions of papers published annually across countless journals and...
ganesh90
Aug 8, 202518 min read


Technical Documentation Search using RAG: Empowering development teams with Intelligent Knowledge Discovery
Introduction In the fast-paced world of software engineering, development teams often waste time searching through scattered...
ganesh90
Aug 8, 202515 min read


RAG in Customer Support: Intelligent Automation That Scales With Customer Expectations
Introduction In today's hyper-competitive business landscape, exceptional customer support can make or break a company's reputation and...
ganesh90
Aug 8, 202514 min read


Financial Decision-Making with RAG-Powered Market Intelligence
Introduction In today's volatile financial landscape, the ability to assess risk in real-time while staying compliant with ever-changing...
ganesh90
Aug 8, 202513 min read


Building a Database MCP Server: The Ultimate Code Walkthrough - Part 4
Prerequisite: This is a continuation of the blog Part 2: Building a Database MCP Server: The Ultimate Code Walkthrough - Part 3 The Connection Traffic Controller - list_database_connections @mcp.tool() async def list_database_connections() -> str: """List all active database connections""" connections = {} for key, manager in connection_pool.items(): db_type, db_path = key.split(':', 1) connections[key] = { 'database_path': db_path, 'database_type': db_type, 'is_sample_dat
ganesh90
Jul 4, 20256 min read


Building a Database MCP Server: The Ultimate Code Walkthrough - Part 3
Prerequisite: This is a continuation of the blog Part 2: Building a Database MCP Server: The Ultimate Code Walkthrough - Part 2 Meet...
ganesh90
Jul 4, 202520 min read


Building a Database MCP Server: The Ultimate Code Walkthrough - Part 2
Prerequisite: This is a continuation of the blog Part 2: Building a Database MCP Server: The Ultimate Code Walkthrough - Part 1 The...
ganesh90
Jul 4, 202517 min read


Building AI Travel Planner with Ollama and MCP - Part 3
Prerequisite: This is a continuation of the blog Part 2: A Complete Guide to Creating a Multi-Agent Book Writing System 🧰 Tool Definitions Let’s now define all our MCP tools, one by one. 📅 Get Full Itinerary @mcp.tool() async def get_full_itinerary(city: str, days: int = 5) -> str: """Get a complete travel itinerary with direct Ollama AI using file-based data. Args: city: Name of the city to visit days: Number of days for the itinerary (default: 5) Returns: A formatted m
ganesh90
Jun 17, 202521 min read


Building AI Travel Planner with Ollama and MCP - Part 2
Prerequisite: This is a continuation of the blog Part 1: A Complete Guide to Creating a Multi-Agent Book Writing System Making Sense of...
ganesh90
Jun 17, 202520 min read


Building AI Travel Planner with Ollama and MCP - Part 1
Ever wished you had a friend who's traveled everywhere, knows all the hidden gems, and could instantly create the perfect itinerary for...
ganesh90
Jun 16, 202518 min read


Building a Database MCP Server: The Ultimate Code Walkthrough - Part 1
Picture this: You're at your computer, juggling three different databases for three different projects. You keep switching connection...
ganesh90
Jun 13, 202515 min read


Adding Human in the Loop to your Chatbot using LangGraph | Beginner's Guide | Part 4
In this blog, we’ll enhance our LangGraph chatbot by adding Human-in-the-Loop (HITL) capabilities. Learn how to pause AI workflows for expert input using interrupt(), seamlessly blend human reasoning into your LLM responses, and build more reliable, production-ready chat agents — all on top of the memory-powered chatbot we built previously.

Pratibha
Jun 12, 20257 min read


Adding memory to your Chatbot using LangGraph | How to use MemorySaver | Beginner's Guide | Part 3
Want your chatbot to remember what you said earlier? In this beginner-friendly guide, we build on our previous LangGraph chatbot and add memory using MemorySaver. Learn how to persist conversation history, manage sessions using threads, and inspect state — step-by-step.

Pratibha
Jun 12, 20254 min read


Adding tools to your LangGraph Chatbots | Beginner's Guide | Part 2
Ready to give your chatbot superpowers? In this beginner-friendly guide, we’ll show you how to integrate external tools like web search into your LangGraph-powered chatbot. Learn what tools are, why they matter, and how to add them step-by-step — no prior AI experience needed!

Pratibha
Jun 11, 20255 min read


A Complete Guide to Creating a Multi-Agent Book Writing System - Part 5
Prerequisite: This is a continuation of the blog Part 4: A Complete Guide to Creating a Multi-Agent Book Writing System Solutions for...
ganesh90
Jun 10, 202515 min read


A Complete Guide to Creating a Multi-Agent Book Writing System - Part 4
Prerequisite: This is a continuation of the blog Part 3: A Complete Guide to Creating a Multi-Agent Book Writing System 🚀 Chapter...
ganesh90
Jun 9, 202519 min read


A Complete Guide to Creating a Multi-Agent Book Writing System - Part 3
Prerequisite: This is a continuation of the blog Part 2: A Complete Guide to Creating a Multi-Agent Book Writing System ✍️ Agent 3 -...
ganesh90
Jun 9, 202516 min read


A Complete Guide to Creating a Multi-Agent Book Writing System - Part 2
Prerequisite: This is a continuation of the blog Part 1: A Complete Guide to Creating a Multi-Agent Book Writing System 🧠 LLMAgent: The...
ganesh90
Jun 9, 202518 min read


A Complete Guide to Creating a Multi-Agent Book Writing System
Picture this: You're sitting in a cozy café, and someone at the next table casually mentions they just built an AI team that researched,...
ganesh90
Jun 9, 202516 min read


Building a Content Moderation App with Python and AWS Rekognition
In today's digital landscape, content moderation is more critical than ever. From social media platforms to e-learning sites,...
ganesh90
May 1, 20253 min read
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