Helping You Understand AI
A vector database is a specialized type of database designed to store and manage vector embeddings—mathematical representations of data that capture the semantic meaning of information in a multi-dimensional space.…
Retrieval-Augmented Generation (RAG) is an innovative approach in the field of natural language processing (NLP) that combines two core processes: retrieval and generation. Traditional language models, like GPT-3, rely solely…
Agentic AI represents a significant milestone in the evolution of artificial intelligence, where AI systems are not just reactive but possess a form of agency—akin to having their own goals…
Multimodal AI refers to the ability of an artificial intelligence system to process and understand information from multiple sources or modalities. These modalities can include text, images, audio, video, and…
In the rapidly advancing field of artificial intelligence (AI), one of the most powerful and widely used tools is the Convolutional Neural Network (CNN). This type of neural network has…
Artificial Intelligence is a powerful and transformative technology that is reshaping many aspects of our lives. From improving healthcare and transportation to enhancing entertainment and communication, AI has the potential…
The machine learning lifecycle is a comprehensive process that encompasses several stages, from problem definition to model deployment and monitoring. Each phase plays a crucial role in ensuring the success…