Large language models (LLMs) such as GPT, LLaMA, and Falcon have billions of parameters. While these models are powerful, their size makes them challenging to run and adapt for specific use cases. Three key concepts help solve this problem: quantizat...
Authentication is at the core of every secure digital system. As organizations scale and move to the cloud, the way we manage user identities must evolve. Concepts like Single Sign-On (SSO), OAuth2, LDAP, and modern platforms like Auth0 are crucial t...
In the world of large language models (LLMs) like OpenAI鈥檚 GPT, Anthropic鈥檚 Claude, or Meta鈥檚 LLaMA, one of the most powerful techniques for guiding model behaviour is prompt engineering.Few-Shot Prompting establishes context by referencing LLMs. The...
In web development, content reuse is a common challenge. Whether it鈥檚 a header, footer, navigation menu, or any repeated block of HTML, you don鈥檛 want to copy and paste the same code into every file. Instead, you'd want a system that can include shar...
Artificial Intelligence powers everything from chatbots to medical imaging, but there's one concept at the heart of most modern AI applications: inference. While training large models like GPT or LLaMA gets all the attention, it's inference that actu...
In the world of databases, scaling and high availability are critical requirements for modern applications. Traditionally, SQL databases have been the backbone of data persistence due to their strong consistency, support for ACID transactions, and fa...
