#Python

114 articles

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

31 min

Gen AI

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

Build a LangGraph agent that reads PDFs, images, and text, cross-checks facts across sources, and writes a clean JSON report — with full code...

AI agents Document Processing GPT-4o Vision

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

28 min

Gen AI

Build an Autonomous Web Scraping Pipeline with LangGraph

Learn to build a LangGraph pipeline that scrapes websites on its own, pulls structured data, handles pagination and errors, and writes analytical reports.

AI agents BeautifulSoup LangGraph

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

29 min

Gen AI

Project — Build a Multi-Agent Research Assistant in LangGraph

Build a multi-agent research pipeline in LangGraph with planner, researcher, writer, and reviewer agents that turn any topic into a polished report.

AI agents LangChain LangGraph

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

26 min

Gen AI

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

Build a full-stack AI app from scratch with FastAPI and LangGraph — streaming responses, saved chats, API key auth, and a live chat frontend...

AI agents FastAPI Full-Stack AI

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

29 min

Gen AI

Build a Code Generation and Execution Agent with LangGraph

Step-by-step guide to building a LangGraph agent that writes Python code, runs it safely, checks the output, and self-corrects until it works.

AI agents Code Execution Code Generation

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

24 min

Gen AI

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Deploy LangGraph agents as scalable APIs with LangGraph Server — step-by-step guide covering SDK setup, streaming, background runs, and cloud hosting.

AI agents API Deployment LangChain

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

37 min

Gen AI

Project — Build a SQL Database Agent That Answers Business Questions

Step-by-step guide to building a LangGraph SQL agent that turns plain English into SQL, runs queries, retries on errors, and explains results clearly.

AI agents LangChain LangGraph

machine learning + LangGraph RAG Agent — Build a Self-Correcting Retrieval Pipeline machinelearningplus.com

32 min

Gen AI

LangGraph RAG Agent — Build a Self-Correcting Retrieval Pipeline

Build a RAG agent in LangGraph that routes questions, grades documents, detects hallucinations, and rewrites queries when results are poor. Full code included.

AI agents LangGraph Python

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

21 min

Gen AI

Map-Reduce and Parallel Execution in LangGraph

Learn how to run LangGraph branches in parallel using the Send API and map-reduce pattern to process multiple items at once and merge results...

AI agents LangGraph Map-Reduce

machine learning + Streaming Responses — Real-Time Output from LangGraph Agents machinelearningplus.com

25 min

Gen AI

Streaming Responses — Real-Time Output from LangGraph Agents

Add real-time streaming to your LangGraph agents — pick the right stream mode, show tokens as they arrive, and build chat UIs that feel...

LangGraph LLM Python

machine learning + Cycles, Recursion Limits, and Controlling Agent Loops machinelearningplus.com

25 min

Gen AI

Cycles, Recursion Limits, and Controlling Agent Loops

Master LangGraph cycles and recursion limits — stop runaway agents, handle GraphRecursionError, and build clean exit strategies for your loops.

Agent Loops AI agents GraphRecursionError

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

34 min

Gen AI

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

Build multi-agent AI systems in LangGraph using supervisor, swarm, and network patterns — with full code for each and a guide to choosing the...

AI agents LangChain LangGraph

machine learning + Persistence and Checkpointing — Saving and Resuming Graph State machinelearningplus.com

24 min

Gen AI

Persistence and Checkpointing — Saving and Resuming Graph State

Save and resume LangGraph agent state with checkpointers so your conversations survive crashes, restarts, and long breaks between sessions.

AI agents Checkpointing LangChain

machine learning + Introduction to LLMs and the OpenAI API in Python machinelearningplus.com

24 min

Gen AI

Introduction to LLMs and the OpenAI API in Python

Start using the OpenAI API Python SDK today. Build your first LLM-powered app with runnable code for chat completions, streaming, and token management.

AI Chat Completions GPT

machine learning + Build a ReAct Agent from Scratch with LangGraph machinelearningplus.com

27 min

Gen AI

Build a ReAct Agent from Scratch with LangGraph

Learn to build a ReAct agent from scratch in LangGraph with this hands-on guide — wire the think-act-observe loop, add tools, and debug agent...

AI agents LangChain LangGraph

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

23 min

Gen AI

LangGraph Conditional Edges — Dynamic Routing Guide

Build LangGraph workflows that branch at runtime using conditional edges and routing functions. Route by LLM output, user input, or custom logic with examples.

AI agents Conditional Edges Graph Routing

machine learning + LangGraph Installation, Setup, and Your First Graph machinelearningplus.com

15 min

Gen AI