In the video transcription, the speaker demonstrates how to delete documents using code and then proceeds to show how to bulk insert documents using Elasticsearch client. They specify the index name and generate sample data using list comprehension for a range of one thousand. The process is completed successfully. The tutorial provides a clear and concise guide on managing documents in Elasticsearch using code. #vizard