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start_ingestion_job is part of bedrock-agent not bedrock-agent-runtime
Use the correct client as below
import boto3
client = boto3.client('bedrock-agent')
https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/bedrock-agent.html
If it’s not available in the boto3 version your running you can package the latest and add it as layer to your lambda functions.
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