Key takeaways * The Critical Component is Meaning: For AI to be effective for businesses, it must be supported by a system that exposes structured data with meaning, including field definitions, relationships, constraints, and business rules, enabling it to produce trustworthy insights. * To Start, focus on Individual Decisions: [...]
Large Language Models (LLMs) are powerful tools for natural language processing, but they have inherent limitations when dealing with structured relational data. Many assume that providing an LLM with a database schema and a natural language question is enough for it to generate correct SQL queries. However, this approach [...]
In the realm of speeding up data access, choosing the right in-memory data repository is crucial for optimal application performance, change management and platform flexibility. Among the various options available, Redis, as a representation of advanced caching solution, and GigaSpaces XAP Skyline, a top notch In-Memory-Data-Grid (IMDG), are viable [...]
Decoupling is a leading architectural principle for developing microservices-based applications. Among other principles, decoupling involves securing the microservices, based on zero trust methods, data separation per application, and more. For IT systems, decoupling is also considered as a practice for reducing operational dependencies across different systems: it provides organizations [...]
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