Master LLMs with our FREE course in collaboration with Activeloop & Intel Disruptor Initiative. Join now!


Understanding LangChain Chains for Large Language Model Application Development
Data Science   Latest   Machine Learning

Understanding LangChain Chains for Large Language Model Application Development

Last Updated on April 8, 2024 by Editorial Team

Author(s): Youssef Hosni

Originally published on Towards AI.

Hands-On LangChain for LLMs App Development: Chains

One of the fundamental pillars of LangChain, as implied by its name, is the concept of “chains.” These chains typically integrate a large language model (LLM) with a prompt.

Through these chain structures, you have the ability to assemble multiple building blocks, enabling the execution of a series of operations on your text or other data.

This article will delve into the significance of these chains, ranging from basic forms like the Simple Sequential Chain to more sophisticated variations such as the Router Chain, elucidated with practical illustrations.

Setting Up Working Environment & Getting StartedLLM ChainSequential Chains3.1. Simple Sequential Chain3.2. Complex Sequential ChainRouter Chain

Most insights I share in Medium have previously been shared in my weekly newsletter, To Data & Beyond.

If you want to be up-to-date with the frenetic world of AI while also feeling inspired to take action or, at the very least, to be well-prepared for the future ahead of us, this is for you.

U+1F3DDSubscribe belowU+1F3DD to become an AI leader among your peers and receive content not present in any other platform, including Medium:

Data Science, Machine Learning, AI, and what is beyond them. Click to read To Data & Beyond, by Youssef Hosni, a…

We will start by loading the environment… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI

Feedback ↓