Before you start, here are some prerequisites:

• Python
• AWS Background
• AWS Lambda Function
• Machine Learning Skills

So, let's get started...

Steps:

Here is the code repo we need https://github.com/a00ayad00/Generate-Blogs-using-Amazon-Bedrock-Service

• Go to AWS Lamda Function and Create a function with Python 3.11
• Create a layer in the function: Go to the repo and download the zip file boto3_layer.zip or:

1. Go to any terminal and run the following command line:
   pip install boto3 -t python/

2. Add this python folder to another folder and zip the folder

3. Go to the layer section and start to create one

. Upload this zip file when you create the layer

• Put the code that is in the repo (app.py) in the function

• You can test it by creating an event that its body looks like
  

{
    'blog_topic': any_topic_you_want
}

• Next, you can make an API from this app (API Gateway). Please tell me if you want me to write another blog explaining how to create an API from this function.

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