In depth intuition on Manual Offset Commits & At Least Once Processing in Kafka Consumer

In this video Manual Offset Commits in Kafka Consumer & At Least Once Processing in Kafka Consumer in Kafka Consumer is covered in detail .
Architecture:
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[@AmanChourasia-b3c]

Hi, thanks for this video, have a question, what if we never commit offset, let's say processing is failing again and again, what will be the behaviour? Will there be an infinite polling or offsets will be committed after some retries?