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LangChain Crash Course
freeCodeCamp
freeCodeCamp

LangChain Crash Course

freeCodeCamp's hands-on LangChain crash course — build LLM apps from scratch.
free
intermediate

2 hrs

video-series

About this course

This hands-on LangChain crash course from freeCodeCamp teaches you how to build production-ready large language model (LLM) applications from the ground up. LangChain has become the go-to framework for developers worldwide who want to move beyond basic API calls and create intelligent, multi-step AI workflows. In just 2 hours, you'll learn the practical patterns that power real-world AI products.

What you'll learn

  • LangChain fundamentals: understand chains, agents, and memory systems that make LLM apps smarter
  • Build a working LLM application: create your first chatbot or data-aware tool from scratch
  • Connect LLMs to external data: integrate APIs, databases, and documents so your app knows more than just its training data
  • Prompt engineering for production: write effective prompts that work reliably in real applications
  • Error handling and debugging: catch and fix common pitfalls when working with language models
  • Practical integration patterns: see how to wire LangChain into your own projects

Who this is for

You're ready for this course if you've written Python code before and want to level up into AI application development. Whether you're starting your first AI project or looking to streamline how you build with LLMs, this crash course gives you the exact tools and patterns you need.

  • Developers — transition from experimenting with ChatGPT to building robust, production-grade AI applications
  • Python programmers exploring AI — learn the most practical framework for turning language models into working software

Prerequisites

You should be comfortable writing Python code. Basic familiarity with APIs and how HTTP requests work is helpful but not essential. No prior AI or machine learning experience needed.

Why this matters for Indian learners

India's startup ecosystem is racing to build AI products, and LangChain skills are in high demand across cities like Bangalore, Delhi, and Mumbai. Companies from early-stage AI startups to established tech firms—including Indian players in fintech, logistics, and e-commerce—are hiring developers who can actually build with LLMs, not just talk about them. Mastering LangChain positions you for roles offering competitive salaries and equity in India's growing AI economy.

Frequently asked questions

Is this course really free?

Yes, completely free. freeCodeCamp's entire video library is open to everyone.

How long will it take to complete?

The course is 2 hours long. You can finish it in a single sitting or spread it across two evenings—whatever works for your schedule. Plan time after watching to actually code along and build your first app.

Will I get a certificate?

This course doesn't come with a formal certificate, but you'll have a working LLM application to show employers and add to your portfolio—often worth more than a badge.

At a glance

Provider
freeCodeCamp
Level
Intermediate
Duration
2 hrs
Format
Recorded
Language
En
Certificate
False
Price
free (0 )

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