Articles by Tag #langchain
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
My 2025 AI Engineer Roadmap List
Developer Tools & Platforms Frameworks / Infrastructure /...
Leverage open models like Gemma 2 on GKE with LangChain
Learn how to leverage Google Kubernetes Engine (GKE) to deploy an AI-powered LangChain application backed by an local instance of Gemma 2.
Serverless MCP Agent with LangChain.js v1 — Burgers, Tools, and Traces 🍔
Build and deploy a full-stack serverless AI agent using LangChain.js v1 + Model Context Protocol (MCP) with Azure Functions, Static Web Apps, and Cosmos DB.
Building Talk-to-Page: Chat or Talk with Any Website
Ever thought of chatting with a webpage or literally talking to it? Well, I built an app that does...
How to make an AI agent with OpenAI, Langgraph, and MongoDB 💡✨
Large language models (LLMs) such as ChatGPT, Gemini, and Claude have become an essential tool for...
Deploy Gemini-powered LangChain applications on GKE
Learn how to leverage Google Kubernetes Engine (GKE) to deploy an AI-powered LangChain application backed by Gemini.
Building My Smart 2nd Brain, Part 2: Human-in-the-Loop Querying with Robust Checkpointing
From part 1, I kicked off the Smart 2nd Brain with two execution paths. Previously, we walked through...
Announcing: Native Support for LangChain
LangChain has quickly become the go-to framework for building powerful, multi-step AI agents. Whether...
Why Your AI Agents Keep Dropping the Ball—and How LangChain Plus PyTorch Can Salvage Your Solo Gig
Picture this: You're knee-deep in a freelance project, coffee gone cold, and your shiny new AI...
Running LangChain ReactAgent in browser
LangChain is the easiest way to start building agents and applications powered by LLMs. It provides...
Streamline your LangChain deployments with LangServe
Learn how to streamline exposing AI models using LangChain and LangServe, deployed on Google Kubernetes Engine (GKE).
Large Language Models for One-Day Vulnerability Detection
Hello fellow cybersecurity professionals and enthusiasts, In this article, I will share my graduate...
Teaching an AI to `git commit`: building a tool-aware agent in LangChain.js
A deep dive into a real-world project that wires LangChain, OpenAI, and a single powerful git tool into a CLI agent that writes (and executes) your commits.
How to use LangGraph within a FastAPI Backend 🚀
In this tutorial, I’ll walk you through how to build a backend to generate AI-crafted emails using...
S3cret Agent: Build an AI That Generates AWS Presigned URLs on Command
This project implements an AI-powered LangChain agent that dynamically generates AWS S3 Presigned...
Building Your First RAG Application: From Natural Language to SQL Queries
Learn how to build a complete Retrieval-Augmented Generation (RAG) system that transforms natural...
Building an AI-Powered Minecraft Agent with Gaia
Minecraft has always been a sandbox for creativity. But what if you could have an AI teammate inside...
Building Advanced AI Agents with LangChain's DeepAgents: A Hands-On Guide
Building Advanced AI Agents with LangChain's DeepAgents: A Hands-On Guide When Simple...
Teach your RAG to learn from its mistakes — the smart way
🔁 Building a Feedback Loop for RAG with LangChain and Docker Retrieval-Augmented...
🧩 Building a Complete Learning Path for Generative AI Engineers — From Python to AI Agents
I wanted to build the kind of open, structured roadmap I wish I had when I started learning AI...
Rethinking LangChain in the Agentic AI World
LangChain is undeniably a powerful tool for building modern AI-powered applications, enabling...
Building a Memory-Powered Chatbot with LangGraph: A Student's Guide to Conversational AI
Have you ever wondered how chatbots like ChatGPT remember your previous messages? Or how they...
From Markdown to Meaning: Turn Your Obsidian Notes into a Conversational Database Using LangChain, Python, and ChromaDB
Lost in Notes If you're like me, your Obsidian vault has grown into a sprawling collection...
I Turned LangChain JS Into a Simple Learning Path — Free & Open Source
🚀 Learn LangChain JS (with LangGraph) — My Open-Source Repo Over the last few weeks, I’ve been...
Building Production-Ready AI Agents: A LangChain Orchestration Guide
The future of AI isn't just about having powerful models—it's about orchestrating them intelligently....
Securing LangChain APIs with AWS SSO and Active Directory
Learn how to protect AI models and LangChain APIs using AWS Single Sign-On (SSO) with Active Directory integration for enterprise security.
Behind the Scenes: How I Built ResumeMatcher’s RAG Pipeline
When I started building ResumeMatcher, I wanted to create something smarter than a simple keyword...
The Hidden Cost of Abstraction - Making an Informed Decision
Abstraction promises convenience, but it often comes with hidden costs that only reveal themselves as...
Securing LangChain APIs with AWS SSO and Active Directory
Learn how to protect AI models and LangChain APIs using AWS Single Sign-On (SSO) with Active Directory integration for enterprise security.
Learning AI From Scratch: Streaming Output, the Secret Sauce Behind Real-Time LLMs
1. Why Streaming Output Matters Let’s start with the pain. If you’ve ever built a chatbot...