Blog - Mohammed Gamal Ragab

2025-12-01 3 min

AI Machine Learning LLMs

Large Language Models (LLMs)

Large Language Models (LLMs) are advanced AI systems capable of understanding and generating human-like text. They are transforming industries by enabling smarter chatbots, automated content generation, and powerful data analysis tools.

Mohammed Gamal

Read

2025-12-01 4 min

AI Vector Databases Semantic Search

Vector Databases

A vector database is a specialized type of database designed to store, index, and search high-dimensional vector embeddings—crucial for powering modern AI applications like semantic search, recommendation systems, and generative AI retrieval.

Mohammed Gamal

Read

2025-12-01 4 min

RAG AI LLMs

Retrieval-Augmented Generation (RAG)

Retrieval-Augmented Generation (RAG) is an AI framework that improves the accuracy and reliability of Large Language Models (LLMs) by combining real-time information retrieval with natural language generation. It helps overcome hallucinations, enhances factual accuracy, and enables domain-specific knowledge applications.

Mohammed Gamal

Read

2025-12-01 5 min

AI Agents Autonomous Systems LLMs

AI Agents: Autonomous Systems

AI agents are autonomous systems capable of perceiving their environment, making decisions, and taking actions without constant human intervention. They power applications ranging from virtual assistants to industrial automation, forming the backbone of next-generation intelligent systems.

Mohammed Gamal

Read

2025-12-01 5 min

Edge AI Personalization IoT

Edge AI and Personalization

Edge AI brings artificial intelligence directly to devices like smartphones, wearables, cameras, and IoT sensors—enabling faster, more private, and context-aware personalized experiences. It reduces dependence on cloud computing while empowering real-time intelligence close to the user.

Mohammed Gamal

Read