Unlock the Power of OpenAI's API with Excel and Python- Summarize Your Linkedin Posts with Ease!

Unlock the Power of OpenAI's API with Excel and Python- Summarize Your Linkedin Posts with Ease!

1) Introduction

Are you eager to harness the full potential of OpenAI's API technology and unlock the power of Excel with python like never before? Imagine being able to summarize your lengthy LinkedIn posts in just five words with minimal effort! In this minimalist article, we're about to unveil a game-changing guide that will revolutionize the way you summarize your LinkedIn posts using Python and OpenAI's AI. I will take you on a short journey through the step-by-step process required to create a Python script that will swiftly run through your post column and produce a concise and compelling summary in just five words! Get ready to elevate your LinkedIn game and join us on this epic adventure!

2) Let's just get started :

I am assuming you already have VS Code setup, so just copy this code into a new workspace and python file in VS Code.

import opena
import openpyxl


# Set up your OpenAI API key
openai.api_key = "[OPENAI API Key]"


# Load your Excel workbook
workbook = openpyxl.load_workbook("[name of input file].xlsx")
worksheet = workbook.active


# Loop through the cells in the first column of your worksheet
for row in worksheet.iter_rows(min_row=1, min_col=1, max_col=1):
? ? for cell in row:
? ? ? ? input_text = cell.value


? ? ? ? promptprefix = "Summarize the following in 5 words: \n" + input_text + "\n"


# Generate text completions from the OpenAI API
? ? ? ? response = openai.Completion.create(
? ? ? ? ? ? engine="text-davinci-003",
? ? ? ? ? ? prompt=promptprefix,
? ? ? ? ? ? max_tokens=256,
? ? ? ? ? ? n=1,
? ? ? ? ? ? stop=None,
? ? ? ? ? ? temperature=0.7,
? ? ? ? )
? ? ? ? 
? ? ? ? output_text = response.choices[0].text.strip()
? ? ? ? 
? ? ? ? # Write the output text to the adjacent cell in Excel
? ? ? ? output_cell = cell.offset(0, 1)
? ? ? ? output_cell.value = output_text


# Save your changes to the Excel workbook
workbook.save("[name output file].xlsx")        

3) The parameters you need to lookup and enter :

For your [OpenAI Key]

1) Login to the OpenAI.com site

2) Click on the top right corner to expand your settings

3) Select View API Keys


No alt text provided for this image
API Key for OpenAI can be found in the settings options in View API Keys



You will also need to place an Excel file into the directory where you will run the python script.

1) First column "A" should contain the Linkedin posts

Then run the script in VS Code and an output file that you specify will be generated.

No alt text provided for this image
Output of Python script running OpenAI integration into column "B"

3) Conclusion

In conclusion, I just find this so incredible, that you can in a few minutes use python, Excel and OpenAI to analyze your Linkedin posts in this way. I had always wondered what topics I post about on Linkedin and now I am able to do this so quickly! I can also extend this to analyze my tone, style, sentiment and who knows what patterns could come out of this data.

So my CALL TO ACTION, is copy the code above, paste it into VS code or whatever tool you use for Python, and try it out and if you get it to work, let me know. Also let me know where you get stuck. If you are brave and extend this, let me know where you take this too. If you want to extend this even further, I am starting to book small cohorts for my Azure OpenAI application class. Sign up on my website Solismatica.com.

By taking advantage of these tools, you can gain a competitive edge in the fast-paced world of LinkedIn and optimize your posts to resonate with your audience. So why wait? Start using Python, Excel, and OpenAI's AI today and take your LinkedIn game to the next level! and Follow me on Linkedin because I am discovering new things every single day...

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