I built an open-source tool to query on-prem databases and DynamoDB in plain English

The Problem If you've ever worked in a hybrid cloud environment, you know the pain. You've got legacy data sitting on-premise — MySQL, PostgreSQL, Oracle, SQL Server — and you need it in AWS. So you write a custom sync script. Then another one. Then a cron job breaks at 2am. Then someone changes a schema and the whole pipeline falls apart. I've been in that situation too many times. So I built IntelliHybrid . What is IntelliHybrid? IntelliHybrid is an open-source Python framework that creates a secure, bidirectional sync between your on-premise databases and AWS DynamoDB — with an AI layer on top that lets you query your data in plain English. No more writing FilterExpression and KeyConditionExpression by hand. Just ask. result = await assistant . chat ( " Show me all orders from customer C-001 " ) result = await assistant . chat ( " How many products have stock below 10? " ) result = await assistant . chat ( " Find users who signed up this month " ) It figures out the right DynamoDB o