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{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Sid": "S3Access",
            "Effect": "Allow",
            "Action": "s3:GetObject",
            "Resource": "arn:aws:s3:::your-bucket-name/*"
        }
    ]

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{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Sid": "S3Access",
            "Effect": "Allow",
            "Action": "s3:PutObject",
            "Resource": "arn:aws:s3:::your-bucket-name/*"
        }
    ]

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{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Action": "textract:DetectDocumentText",
            "Resource": "*",
            "Effect": "Allow",
            "Sid": "DetectDocumentText"
        }
    ]

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s3 = boto3.client('s3')
s3.put_object(Bucket=your_output_bucket_name, Key=file_name, Body=text_to_upload.encode())

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import os
os.environ[‘your-api-key-name’]

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mkdir package_layer
cd package_layer
mkdir python
pip install package -t python/
zip -r9 ~/path_to_zip/package_layer.zip python/

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def format_ocr_response(response):
    output_string = str()
    for item in response["Blocks"]:
        if item["BlockType"] == "LINE":
            output_string = output_string + item["Text"]
            output_string = output_string + '\n'
    return output_string

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import boto3

file_obj = event["Records"][0] # get the current event
bucketname = str(file_obj["s3"]["bucket"]["name"]) #get bucket name from event
filename = str(file_obj["s3"]["object"]["key"]) #get file name from event
    
textract = boto3.client("textract")
response = textract.detect_document_text( 
    Document={
        "S3Object": {

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def lambda_handler(event, context):
    if event: # event is not None when S3 receives a document
        print(event["Records"][0]) # print current event

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import os
import openai

openai.api_key = 'OPEN_AI_API_KEY'

response = openai.Edit.create(
  model="text-davinci-edit-001",
  input="Meeting Notes\n1/30/23\nIn attendance: Bob, Chip\nBob's 3 point plan - 1. Build cool stuff 2, work with Awesome people 3, eat lots of pizza Tasks for Bob - • Write blog\nEdit blog\n• Order a Pizza\nbob favorite pizza toppings: • pineapple\n8 ham\n•mushroms\n",
  instruction="Fix the grammar and format as Markdown.",
  temperature=0.5,