I ventured into the intriguing realm of General AI (Gen IA) prompted by business needs, stemming from my background in traditional AI, particularly in vision AI. The task at hand involves developing a bot for Intelligent Document Processing (IDP), which I initially embarked upon. Let’s begin from the outset. Understanding Intelligent Document Processing (IDP): Intelligent...
Continuous Streaming Data Ingestion
The customer requires continuous ingestion of a social media feed into Amazon S3. For this purpose, they utilize Amazon Kinesis Data Firehose to seamlessly ingest data without the need for dedicated servers. To set up the data migration process, the customer follows these steps in the Amazon Kinesis Data Firehose console: Creation of an Amazon...
Continuous On-Premises Data Migration
A client maintains a hybrid cloud setup where data serves both an on-premises environment and systems hosted in AWS. Moreover, the client desires a dedicated connection to AWS to ensure consistent network performance. In the ongoing data migration process, AWS Direct Connect serves as the backbone, furnishing a dedicated connection that bypasses the internet to...