#AI agents

23 articles

machine learning + Project — Build a Document Processing Agent with Multi-Modal Inputs machinelearningplus.com

29 min

Gen AI

Project — Build a Document Processing Agent with Multi-Modal Inputs

Build a LangGraph agent that processes PDFs, images, and text documents — extracting information, cross-referencing sources, and generating structured reports.

AI agents Document Processing GPT-4o Vision

machine learning + Project — Build a Customer Support Agent with Escalation Workflows in LangGraph machinelearningplus.com

29 min

Gen AI

Project — Build a Customer Support Agent with Escalation Workflows in LangGraph

Build a production-ready customer support agent in LangGraph that handles queries, searches a knowledge base, escalates to humans, and logs interactions.

AI agents conditional routing customer support agent

machine learning + Build an Autonomous Web Scraping Pipeline with LangGraph machinelearningplus.com

27 min

Gen AI

Build an Autonomous Web Scraping Pipeline with LangGraph

Build a LangGraph pipeline that autonomously scrapes websites, extracts structured data, handles pagination and errors, and produces analytical summaries.

AI agents BeautifulSoup LangGraph

machine learning + Project — Build a Multi-Agent Research Assistant in LangGraph machinelearningplus.com

27 min

Gen AI

Project — Build a Multi-Agent Research Assistant in LangGraph

Build a multi-agent research system in LangGraph where a planner, researcher, and writer collaborate to produce comprehensive research reports from web sources.

AI agents LangChain LangGraph

machine learning + Project — Build a Full-Stack AI Application with LangGraph and FastAPI machinelearningplus.com

24 min

Gen AI

Project — Build a Full-Stack AI Application with LangGraph and FastAPI

Build a complete AI application from scratch — a FastAPI backend powered by a LangGraph agent with streaming, persistence, auth, and a chat frontend.

AI agents FastAPI Full-Stack AI

machine learning + Structured Output and Self-Correcting Agents in LangGraph machinelearningplus.com

35 min

Gen AI

Structured Output and Self-Correcting Agents in LangGraph

Force LangGraph agents to produce validated structured output using Pydantic models, with automatic retry and self-correction on validation failures.

AI agents LangGraph Pydantic

machine learning + Build a Code Generation and Execution Agent with LangGraph machinelearningplus.com

28 min

Gen AI

Build a Code Generation and Execution Agent with LangGraph

Build a LangGraph agent that writes Python code, executes it in a sandbox, inspects the output, and iterates until the code works correctly.

AI agents Code Execution Code Generation

machine learning + LangGraph Platform — Deploying Agents as APIs with LangGraph Server machinelearningplus.com

22 min

Gen AI

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Deploy your LangGraph agents as production APIs using LangGraph Platform — covering LangGraph Server, the SDK client, and cloud deployment options.

AI agents API Deployment LangChain

machine learning + Project — Build a SQL Database Agent That Answers Business Questions machinelearningplus.com

36 min

Gen AI

Project — Build a SQL Database Agent That Answers Business Questions

Build a LangGraph agent that converts natural language questions to SQL, queries your database, handles errors, and presents results in clear summaries.

AI agents LangChain LangGraph

machine learning + Map-Reduce and Parallel Execution in LangGraph machinelearningplus.com

20 min

Gen AI

Map-Reduce and Parallel Execution in LangGraph

Run graph branches in parallel using LangGraph's Send API and map-reduce pattern to process multiple items concurrently and aggregate results.

AI agents LangGraph Map-Reduce

machine learning + LangGraph Human-in-the-Loop — How to Add Approval Steps to AI Agents machinelearningplus.com

27 min

Gen AI

LangGraph Human-in-the-Loop — How to Add Approval Steps to AI Agents

Add human approval gates to LangGraph agents. Learn the interrupt mechanism, tool call review, selective approval, multi-step review chains, and state editing — with...

AI agents HITL human-in-the-loop

machine learning + LangGraph Streaming — 5 Modes for Real-Time Agent Output (with Code) machinelearningplus.com

24 min

Gen AI

LangGraph Streaming — 5 Modes for Real-Time Agent Output (with Code)

Master all five LangGraph streaming modes — values, updates, messages, custom, and debug. Learn token-level streaming, tool call handling, and how to build responsive...

AI agents LangChain LangGraph

machine learning + LangGraph Cycles and Recursion Limits — How to Control Agent Loops machinelearningplus.com

21 min

Gen AI

LangGraph Cycles and Recursion Limits — How to Control Agent Loops

Learn how LangGraph cycles power agent loops, how recursion_limit prevents runaway execution, and three exit strategies to stop agents gracefully — with full working...

Agent Loops AI agents LangGraph

machine learning + Multi-Agent Systems — Supervisor, Swarm, and Network Architectures machinelearningplus.com

32 min

Gen AI

Multi-Agent Systems — Supervisor, Swarm, and Network Architectures

Design multi-agent systems in LangGraph using supervisor, swarm, and network topologies where specialized agents collaborate to solve complex tasks.

AI agents LangChain LangGraph

machine learning + LangGraph Persistence and Checkpointing — Save, Resume, and Time Travel machinelearningplus.com

19 min

Gen AI

LangGraph Persistence and Checkpointing — Save, Resume, and Time Travel

Add memory to LangGraph agents with checkpointers. Learn MemorySaver, SqliteSaver, and PostgresSaver — plus state inspection, time travel, and real-world resumable workflows.

AI agents Checkpointing LangGraph

machine learning + Error Handling, Retries, and Fallback Strategies in LangGraph machinelearningplus.com

27 min

Gen AI

Error Handling, Retries, and Fallback Strategies in LangGraph

Build resilient LangGraph agents that handle tool failures, LLM errors, and unexpected states with retry logic, fallback paths, and graceful degradation.

AI agents error handling fallback strategies

machine learning + How to Build a ReAct Agent from Scratch with LangGraph (Step-by-Step) machinelearningplus.com

22 min

Gen AI

How to Build a ReAct Agent from Scratch with LangGraph (Step-by-Step)

Build a LangGraph ReAct agent from scratch. Learn the Reason-Act-Observe loop, define tools, wire the graph, and compare manual builds vs create_react_agent — with...

AI agents LangChain LangGraph

machine learning + LangGraph Tool Calling — How to Build Agents That Take Real Actions machinelearningplus.com

25 min

Gen AI

LangGraph Tool Calling — How to Build Agents That Take Real Actions

Step-by-step guide to LangGraph tool calling. Learn to define tools with @tool, bind them with .bind_tools(), execute with ToolNode, and build agents that search...

AI agents LangChain LangGraph

machine learning + LangGraph Graph Concepts — Nodes, Edges, and State machinelearningplus.com

25 min

Gen AI

LangGraph Graph Concepts — Nodes, Edges, and State

Master LangGraph's three core building blocks: nodes (functions), edges (connections), and state (shared data). Build progressively complex graphs including a conditional order processing pipeline.

AI agents Conditional Edges Graph Concepts

machine learning + LangGraph Conditional Edges — Dynamic Routing Guide machinelearningplus.com

23 min

Gen AI

LangGraph Conditional Edges — Dynamic Routing Guide

Learn how to use conditional edges in LangGraph to build dynamic routing workflows. Master add_conditional_edges(), routing functions, LLM-based branching, parallel paths, and debugging techniques.

AI agents Conditional Edges LangGraph

Project — Build a Document Processing Agent with Multi-Modal Inputs

Project — Build a Customer Support Agent with Escalation Workflows in LangGraph

Build an Autonomous Web Scraping Pipeline with LangGraph

Project — Build a Multi-Agent Research Assistant in LangGraph

Project — Build a Full-Stack AI Application with LangGraph and FastAPI

Structured Output and Self-Correcting Agents in LangGraph

Build a Code Generation and Execution Agent with LangGraph

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Project — Build a SQL Database Agent That Answers Business Questions

Map-Reduce and Parallel Execution in LangGraph

LangGraph Human-in-the-Loop — How to Add Approval Steps to AI Agents

LangGraph Streaming — 5 Modes for Real-Time Agent Output (with Code)

LangGraph Cycles and Recursion Limits — How to Control Agent Loops

Multi-Agent Systems — Supervisor, Swarm, and Network Architectures

LangGraph Persistence and Checkpointing — Save, Resume, and Time Travel

Error Handling, Retries, and Fallback Strategies in LangGraph

How to Build a ReAct Agent from Scratch with LangGraph (Step-by-Step)

LangGraph Tool Calling — How to Build Agents That Take Real Actions

LangGraph Graph Concepts — Nodes, Edges, and State

LangGraph Conditional Edges — Dynamic Routing Guide

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

#AI agents

Python.SQL. NumPy. All free.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Python.
SQL. NumPy.
All free.