What Database We Use To Support Our AI Chatbots

At AISPEECH, we provide conversational AI services and natural language interaction solutions for a wide range of entities, including financial institutions, the government, and IoV and IoT companies. If you believe in the idea that big data is the fuel for artificial intelligence, you will see how important a performant data processing architecture is for us. In this post, I am going to share with you what data tools and techniques we use to power our AI services.

Real-Time vs. Offline: From Separation to Unity

Before 2019, we used Apache Hive + Apache Kylin to build our offline data warehouse, and Apache

Spark + MySQL as a real-time analytic data warehouse:

Roughly, we have three data sources:

PostgreSQL BiDirectional Replication
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As you can understand from my previous blogs I am really into PostgreSQL. Previously we ran Debezium in Embedded mode. Behind the scenes, Debezium consumes the changes that were committed to the transaction log. This happens by utilizing the logical de... […]
Twenty Things Every Java Software Architect Should Know
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As the software development landscape continues to evolve at a rapid pace, Java stands out as a foundational language that drives a multitude of applications on a global scale. In 2024, the role of a Java software architect has assumed unprecedented si... […]
How To Plan a (Successful) MuleSoft VPN Migration (Part II)
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In this second post, we'll be reviewing more topics that you should take into consideration if you're planning a VPN migration. If you missed the first part, you can start from there. […]
Leveraging Microsoft Graph API for Unified Data Access and Insights
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In today's world driven by data, it is essential for businesses and developers to efficiently access and manage data. The Microsoft Graph API serves as a gateway to connect with Microsoft services, like Office 365 Azure AD, OneDrive, Teams, and more. B... […]
AWS CDK: Infrastructure as Abstract Data Types
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Infrastructure as Code (IaC), as the name implies, is a practice that consists of defining infrastructure elements with code. This is opposed to doing it through a GUI (Graphical User Interface) like, for example, the AWS Console. The idea is that in o... […]