Are you tired of wasting time on content creation? Stop spending hours on research and writing, and let AI do the work for you! With my content automation workflow with Stable Diffusion + GPT-3 API + Python, you can automatically generate high-quality content, saving you time and money.
Stable Diffusion creates original images that fit your content, while GPT-3 provides impactful questions and answers about your topic.
Python ties it all together, so you can easily create various types of content, from articles to social media posts. Try it out for yourself and see how much time you can save with Generative AI tools!
Read more, or watch the YouTube Video:
Automated Content Creation with Stable Diffusion + GPT-3 + Python
With all the new AI tools popping up in 2023 I have created a workflow that works very well when it comes to content creation.
This automation content can be an article, a blog post, a podcast / YouTube script. I think my automation workflow works for all these types, and can be vastly improved with minor adjustments.
The basic idea is that I can just feed my script research about a topic, and it will create the most impactful questions and answers about this topic. This is executed with a combination of Python and the GPT-3 API from OpenAI.
This type of automation workflow saves me a lot of time and it is also very cheap. So if you do produce most of your content with expensive outsourcing, you should really reconsider diving deeper into automated AI content creation.
The rise of AI art generators like the open source Stable Diffusion has also contributed greatly to this type of workflow.
Using Stable Diffusion to create original images that fits your content is not only a lot of fun. But it also improves your SEO and gives your readers something else than a boring stock photo.
I use a free Google Collab version of Stable Diffusion to create all my images. The great thing that you can see in my video is that I can batch more than one prompt at a time, this will increase my chances to generate an image that I can use for my content.
GPT-3 Python Script
This is where the magic happens. By writing a simple Python script even I as a coding noob can create something that works very well with the GPT-3 API. This large language model when using the pre-trained instruct series DaVinci-002 will almost always get you some kind of result you are looking for.
So this saves a lot of time and GPT-3 can be fine-tuned to perfectly suit your needs.
Let’s have a quick look how the Python + GPT-3 content script is set up to work in this workflow example:
- The script takes the input research and writes the 5 most important questions from the text.
- GPT-3 will answer the questions from your input research
- GPT-3 will elaborate more on the answers
- The Questions and Answers will be saved to text files
This might seem like alot, but the script completes in about 10 seconds.
Let’s have a quick look how the Python + GPT-3 social media content script is set up to work in this workflow example:
- The script takes the input research and writes a Twitter post in max 256 characters
- The script takes the input research and write an Email with a subject line
- Twitter post and E-mail is saved to text files ready for use
Again this is a very useful Python script that will save you a lot of time with this automation process.
This is where things get very promising. OpenAI did cut their prices on the DaVinci-002 pre-trained instruct model by 66% in August 2022.
So the price per 1000 tokens now is at $0.02.
The price of running the script to create the full article + the social media posts in this example ended up at $0.96.
So that is very cheap in my opinion if you compare it with Jasper or other similar AI content writers.
Combining Stable Diffusion and GPT-3
So with combining the AI natural language content creation from the GPT-3 API and the images from the Stable Diffusion model, we get a complete content package.
This can include:
- Full written article / blog post for a website
- Images that fits with the article / blog post
- A twitter post with an image or a link to our article
- A email you could distribute with a summary and a good subject line
- A longer form podcast / youtube script
- A short form script for TikTok / YouTube Shorts / Reels
So this is where the power of combining these tools really comes into life. You can create a ton of different content in just a fraction of the time you used to. And this is just the beginning, think where this could be in let’s say 2 years time.
So, there you have it! With my content automation workflow of Stable Diffusion + GPT-3 API + Python, you can automatically generate high-quality content, saving you time and money.
Automating your content creation process with AI is the way of the future, and with this workflow, you’ll be ahead of the curve!
Feel free to contact me if you want to know more!