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 /...
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...
Smart Search Meets LLM: AWS-Powered Retrieval-Augmented Generation
🤖🔍 Smart Search Meets LLM: AWS-Powered Retrieval-Augmented Generation Leverage AWS-native...
Create Your Own AI RAG Chatbot: A Python Guide with LangChain
Who wouldn’t want instant answers from their documents? That’s exactly what RAG chatbots do—combining...
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...
I created a Realtime Voice Assistant for my ESP-32, here is my journey - Part 1 : Hardware, PlatformIO & C++
Building a Real-time Voice Assistant with ESP32: Hardware and C++ Implementation In this...
From Prompt to Production: Dockerizing a LangChain Agent with FastAPI
Supercharge your AI app deployment with Docker, FastAPI, and LangChain in one seamless containerized...
ReAct vs Plan-and-Execute: A Practical Comparison of LLM Agent Patterns
When building LLM Agent systems, choosing the right reasoning pattern is crucial. This article...
Who Said What? Build a Smart Transcriber Agent with AWS & LangChain
Amazon Transcribe provides automatic speech recognition (ASR) with support for speaker...
From Herd to Host: Exposing LLaMA via Dockerized Ollama
Easily serve LLaMA models using Ollama inside a Docker container and expose it for external access...
Building AI Applications with Enterprise-Grade Security Using RAG and FGA
This post is written by Bartosz Pietrucha Introduction Building enterprise-grade LLM...
🚀 Building a Smart Cisco Webex Bot: Harnessing LangGraph's Stateful LLM Agents for AI-Powered Assistance 🤖✨
Introduction: The Power of AI-Assisted Communication in Webex In today's fast-paced...
Grab a Pint With Django-MongoDB-Backend, Voyage AI, and LangChain
This tutorial was written by Anaiya Raisinghani (Developer Advocate @ MongoDB) DjangoCon Europe is...
"Build AI Agents FAST!" Zero-Shot + OpenAI
A post by Chandrani Mukherjee
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...
How to build a serverless AI chatbot in <100 lines of Python
🚀 Want to build chatbot in <100 lines of Python and serverlessly host it on the cloud with a...
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...
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.
Rethinking How We Train Customer-Facing AI Agents
Current approaches to customer-facing AI agents all have serious limitations: Fine-tuning is...
Building an Article Generator with LangChain and Llama3: An AI Developer's Journey
Building an Article Generator with LangChain and Llama3: An AI Developer's Journey As an...
AI Agents: The Future of Intelligent Automation
Artificial Intelligence (AI) is the rapid evolving technology that made our lives a lot easier, and...
Announcing our official LangChain integration
We’re thrilled to announce that SurrealDB now has an official integration with LangChain, one of the...
Roadmap for Gen AI dev in 2025
To build a Generative AI (GenAI) application using LangChain, RAG (Retrieval-Augmented Generation),...
Streamline your LangChain deployments with LangServe
Learn how to streamline exposing AI models using LangChain and LangServe, deployed on Google Kubernetes Engine (GKE).
Next-Gen Q&A: Retrieval-Augmented AI with Chroma Vector Store
A Retrieval-Augmented Generation (RAG) agent combines document retrieval with LLM-based response...
LangGraph State Machines: Managing Complex Agent Task Flows in Production
What is LangGraph? LangGraph is a workflow orchestration framework designed specifically...
Building Stateful LLM Agents with LangGraph 🤖✨
LangGraph is a powerful library for building stateful, multi-actor applications with LLMs. By...
Building a Retrieval-Augmented Generation (RAG) System with Langchain, LangGraph, Tavily and LangSmith in TypeScript
In this blog post, we'll guide you through creating a Retrieval-Augmented Generation (RAG) system...
AI Agents Architecture, Actors and Microservices: Let's Try LangGraph Command
In enterprise software development, distributed systems have been essential for the last 15 years....
Building a Basic MCP Server with Python
Free Resources Free Apache Iceberg Course Free Copy of “Apache Iceberg: The Definitive...