Data + AI

Blog posts related to Data and Generative AI.

Generative AI with AWS Bedrock

In this blog, we’ll walk through how to build a domain-specific Generative AI chatbot using Amazon Bedrock and a custom Knowledge Base. The goal is to combine the flexibility of foundation models with domain-relevant retrieval for accurate, contextual responses — all in a serverless, cloud-native stack. Please refer to the GitHub repository.

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April 20, 2025

Building Data Pipelines Using Apache Airflow

As organizations increasingly rely on data to drive decisions, data pipelines—systems that automate the flow of data from source to destination—have become mission-critical. And when it comes to orchestrating these pipelines reliably, Apache Airflow is one of the most powerful tools in the data engineer’s toolkit.

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March 9, 2025