AI Blog Post Creation

Did you know it's possible to easily write, edit and even translate your blog content using LangChain?

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Sequential Chains

SequentialChain is a specific type of LLM Chain within LangChain that allows you to sequentially step through multiple LLM requests...More

Experience

James Anthony Phoenix

Data Engineer | Full Stack Developer
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Premium subscription required.
Python experience recommended.
1. Scenario
GoolyBib Headquarters - Early Morning Rush Hour
You're at the GoolyBib headquarters early in the morning and the rush hour is just beginning. You're here to learn how to automatically create blog articles using AI and add translation into French, Spanish and German. Our CEO, Gustav Gieger, has asked us to figure out how to set up a sequential chain step with input and output operations, use custom chains, and output keys to reference the output of previous chains, and finally, how to introspect each step of the chain.
Gustav Gieger
at GoolyBib

We're in a tight spot here. We need to get these blog articles up and running quickly, but it's going to be a challenge.

We need to figure out a way to make sure that we don't miss any important steps. We need to be able to quickly set up the input and output operations, use custom chains, and reference the output of previous chains.

We need to be able to do all of this quickly, without missing any crucial steps.

Can you figure out a way to do this?

This course is a work of fiction. Unless otherwise indicated, all the names, characters, businesses, data, places, events and incidents in this course are either the product of the author's imagination or used in a fictitious manner. Any resemblance to actual persons, living or dead, or actual events is purely coincidental.

2. Brief

Creating blog posts with AI can be an incredibly powerful tool for businesses, as it allows you to quickly create content at scale. While many people assume that AI-generated content is of poor quality, that isn't necessarily the case. In this tutorial, you'll explore how to use AI to automatically create blog articles and even translate them into multiple languages.

Using LangChain you can create a SequentialChain which will outline, write, edit and even translate your blog posts.

The output_key within a SequentialChain is useful because it allows you to reference the outline in future chains.

Once we have these three separate LLMChain objects, you can combine them into a single sequential chain step.

After running the chain, you'll get the article outline, the generated article, and the edited article.

3. Tutorial

β€ŠIn this video, you're gonna explore how to automatically create blog articles using AI. At the end of this video, we'll also do a stretch an add-on translation into French, Spanish, and German too. first things that you are obviously gonna have to do, if you don't have it already installed is install Lang.

AI Blog Post Creation.ipynb
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4. Exercises
5. Certificate

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