Overview
In this article, I'll share my experience building an agentic chatbot on AWS using Amazon Bedrock, Amplify Gen2, and Amplify AI kit. This project, called Industry Assistant Portal, serves as an internal industry assistant that provides industry-specific AWS solutions guidance. The chatbot leverages Amazon …
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Ever wished you could conjure up the perfect images for your blog posts or articles without leaving your editor? Wouldn't it be amazing to generate professional-quality visuals with just a few keystrokes while you're in your creative flow?
Well, grab your virtual paintbrush because we're about to dive into how you can …
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AWS Amplify is a powerful set of tools and services for developing, hosting, and managing serverless applications. With the recent launch of Amplify Gen 212, the platform has evolved significantly to enhance the developer experience. In this guide, we'll explore nine essential tips that will help you maximize your …
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Cursor is a powerful AI-assisted programming Integrated Development Environment (IDE) that comes with built-in Large Language Model (LLM) capabilities to aid in coding. With the introduction of Amazon's Bedrock Claude 3.5 model, developers now have access to advanced alternatives. In this post, we'll explore how to set …
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In the last couple of months, I led a team to build a comprehensive and open-sourced solution that helps customers analyze clickstream events on the cloud. The solution provides data autonomy, allowing users full access to raw data, near real-time ingestion, flexible configurations, and cost-effectiveness. It is a …
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In this post, we will explore the observability features of our clickstream solution. Observability is crucial for understanding the health of your data pipeline, identifying issues promptly, and ensuring optimal performance. We'll cover the monitoring, logging, and troubleshooting capabilities built into the solution. …
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In this post, we will explore the reporting module of our clickstream solution. This module leverages Amazon QuickSight to provide powerful visualization and analysis capabilities for clickstream data, enabling users to gain valuable insights from their data.
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Many Alfred users enjoy the convenience of the OpenAI ChatGPT workflow for quick AI-powered assistance. However, with the introduction of Amazon's Bedrock Claude 3 and 3.5 models, some may want to leverage these powerful alternatives. In this post, we'll explore how to set up a custom gateway to access Bedrock Claude …
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In this post, we will delve into the data modeling module of our clickstream solution. This module is an optional component that creates data models in the Amazon Redshift data warehouse and calculates reporting dimensions based on the event, session, and user factor tables generated in the data processing module. …
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In this post, we will delve into the data processing module of our clickstream solution. This module is an optional component that normalizes raw clickstream events by cleaning, transforming, and enriching them to fit the standard clickstream data schema defined in the solution. It's designed for flexibility, …
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