Kerem Aydın·Feb 21, 2025AI Agents Design Patterns ExplainedIn recent years, the focus of many large corporations working with artificial intelligence (AI) has shifted towards agents and agentic…A response icon1A response icon1
Kerem Aydın·Feb 6, 2025What are diffusion models and how do they work?In recent times, artificial intelligence models became so advanced in generating high quality images that even we are not able…
Kerem Aydın·Jan 18, 2025How to Setup Memory in an LLM AgentWhen building an LLM agent to accomplish a task, effective memory management is crucial, especially for long and multi-step objectives…A response icon2A response icon2
Kerem Aydın·Nov 16, 2024Which AI Agent framework should i use? (CrewAI, Langgraph, Majestic-one and pure code)With the advancement of large language models, it is now possible for artificial intelligence models to reason through a problem. At the…A response icon7A response icon7
Kerem Aydın·Jul 25, 2024What is Retrieval Augmented Generation(RAG) and how does it work?In this article, we will delve into what retrieval augmented generation is, how does it work, why do we need it and how do we use it.A response icon3A response icon3
Kerem Aydın·May 10, 2024Visual Prompt Engineering ExplainedPrompt engineering used to be only applicable in natural language processing tasks, however with the development of visual encoders that…A response icon2A response icon2
Kerem Aydın·Apr 23, 2024How to make Large Language Models smaller and faster?(Quantization)Large Language Models have now become indispensable for any task that includes human language. As any other neural network model, large…A response icon1A response icon1
Kerem Aydın·Feb 29, 2024What are Visual Language models and how do they work?In this article, we will delve into Visual Language models and understand how they work.
Kerem Aydın·Jan 24, 2024Everything to learn about Large Language Models(Part 3/3 Evaluation)Now that we learned what Large Language Models are[1] and how to build or modify them[2]. The question that comes after this is ‘how do we…
Kerem Aydın·Jan 9, 2024What is an LLM Agent and how does it work?The main intuition behind agents is a model using a large language model as its central computational engine to reason through a problem…A response icon7A response icon7
