Vector Search Vector search is a search technique used to find similar items or data points, typically represented as vectors, in large collections. Vectors, or embeddings, are numerical representations of words, entities, documents, [...]
AWS Lambda: The Apex Predator of Serverless Compute The cloud world moves fast. Every few years, something comes along that completely changes how we build and deploy software. Containers did it once. Kubernetes [...]
Amazon Athena: The Engine That Unlocks Serverless SQL Power on Your Data Lake Stop Managing Infrastructure. Start Delivering Insights. Every modern enterprise is sitting on a goldmine: petabytes of raw data stored cheaply [...]
Amazon DynamoDB: The Engine That Delivers Millisecond Speed at Infinite Scale The Relational Bottleneck: Why Traditional Databases Can't Keep Up In the era of microservices, global e-commerce, and real-time gaming, the demands placed [...]
Amazon Lex: Your Business is Ready to Talk (and listen) The Evolution of Customer Chatter Remember when customer service meant getting stuck in a phone tree nightmare, pressing '4' for a live person [...]
Meet Amazon Rekognition: Giving Your Apps the Power of Sight Imagine giving your software the same intuitive ability to see and understand the world that you have. That’s exactly what Amazon Rekognition does. [...]
spaCy: The Powerhouse of Industrial-Grade NLP in Python Imagine you’re building a smart assistant that can understand customer queries, summarize reports, or detect spam messages — all in real time. To achieve this, [...]
Elasticsearch Elasticsearch is a distributed search and analytics engine built on Apache Lucene. Since its release in 2010, Elasticsearch has quickly become the most popular search engine and is commonly used for log [...]
Understanding the Power of Support Vector Machines Have you ever wondered how a machine can look at an image and decide — “That’s a cat, not a dog”? Or how your email automatically [...]
RAG Framework Retrieval-Augmented Generation (RAG) is a hybrid AI architecture that combines: Retrieval-based systems (e.g., semantic search over a document corpus) Generative models (e.g., GPT, LLaMA, Claude) Instead of relying solely on a [...]
