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Deploying a text-to-SQL agent with private VPC access to RDS PostgreSQL on Amazon Bedrock AgentCore

06 June 2026

Agentic AI

Amazon Bedrock
Strands Agents

Architecture diagram showing a user invoking a Strands agent on Amazon Bedrock AgentCore Runtime in a private VPC subnet where the agent queries an Amazon RDS PostgreSQL database.

Building a time series forecasting assistant with Amazon Bedrock and LibreChat

15 March 2026

Agentic AI

Amazon Chronos
Amazon Bedrock

Architecture diagram showing a user interacting with LibreChat, which routes requests to Claude Sonnet 4.6 on Amazon Bedrock to query a ClickHouse database and generate forecasts using Chronos on Amazon Bedrock.

Zero-shot time series forecasting with Chronos using Amazon Bedrock and ClickHouse

22 August 2025

Foundation Models

Amazon Chronos
Amazon Bedrock

Architecture diagram showing Chronos on Amazon Bedrock integrated with ClickHouse in AWS Lambda.

Forecasting inflation with AutoML in Amazon SageMaker Autopilot

20 March 2024

AutoML

Amazon SageMaker

Architecture diagram showing inflation forecasting with Amazon SageMaker Autopilot using data from FRED MD stored in Amazon S3.

Deploying Liquid Neural Networks (LNNs) to Amazon SageMaker

06 September 2023

Deep Learning

Amazon SageMaker

Custom Amazon SageMaker algorithm architecture with ECR training and inference images.