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Understanding LangChain Chains for Large Language Model Application Development

Understanding LangChain Chains for Large Language Model Application Development

Hands-On LangChain for LLMs App Development: Chains

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Youssef Hosni
Feb 24, 2024
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To Data & Beyond
To Data & Beyond
Understanding LangChain Chains for Large Language Model Application Development
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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.

Table of Contents:

  1. Setting Up Working Environment & Getting Started

  2. LLM Chain

  3. Sequential Chains
    3.1. Simple Sequential Chain
    3.2. Complex Sequential Chain

  4. Router Chain


My E-book: Data Science Portfolio for Success Is Out!

Youssef Hosni
·
September 15, 2023
My E-book: Data Science Portfolio for Success Is Out!

I recently published my first e-book Data Science Portfolio for Success which is a practical guide on how to build your data science portfolio. The book covers the following topics: The Importance of Having a Portfolio as a Data Scientist How to Build a Data Science Portfolio That Will Land You a Job?

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