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Redis (Remote Dictionary Server) is an in-memory key–value database that runs as a background service and is widely used as a distributed cache and message broker. It is open-source and provides extremely high-performance data storage and retrieval with optional durability, making it ideal for applications that need to reduce latency and minimize I/O operations. 1. Quick & B...
Semantic search enables users to ask for “a 3-and-D wing who can guard multiple positions” (as described in The Kings Beat article) and retrieve the correct NBA players, rather than simply a keyword match on “3,” “wing,” or “defense.” By combining MySQL Vector Search, Oracle Cloud’s Generative AI Embeddings, and a real NBA dataset from Kaggle, you can build a powerful natural-la...
During a recent interview, I was asked a question that seemed simple but actually touches on deeper concepts in programming-language theory and system design: “Which programming language is faster: Java or Python?” At the time, I didn’t know the exact answer. I understood the general differences between the two languages, and I assumed that Python might use fewer computational r...
Modern data analytics projects often take place in shared or restricted Oracle Cloud Infrastructure (OCI) environments, where not all users have administrative privileges. In such cases, demonstrating an end-to-end data pipeline from data ingestion and transformation to visualization can seem challenging. This post uses Oracle Autonomous AI Database (AADB) , the evolution of Aut...
As applications using AI evolve, databases are no longer just data stores since they are becoming intelligent endpoints that can interact directly with large language models (LLMs) and AI agents. The Model Context Protocol (MCP) is the key standard that makes this possible: it provides a uniform way for AI agents to query, reason, and act on data sources such as relational datab...
