https://blog.sksoumik.com/tags/agentic-ai/ Recent content in agentic ai on Sadman Kabir Soumik Hugo -- gohugo.io en Copyright © 2022, Sadman Kabir Soumik Wed, 12 Aug 2026 18:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/memory-systems-agentic-ai/ Wed, 12 Aug 2026 18:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/memory-systems-agentic-ai/ Large Language Models are good at understanding text and generating answers. But there is an important problem. By default, an LLM does not truly remember everything that happened before. Imagine you talk to an AI assistant today and tell it: I prefer short answers and I usually work with Python. Tomorrow, you start a new conversation. If the system has no memory, the assistant may know nothing about that previous conversation. https://blog.sksoumik.com/artificial-intelligence/building-multi-agent-ai-systems/ Thu, 15 Jan 2026 18:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/building-multi-agent-ai-systems/ Building one AI agent is relatively easy. You give an LLM some instructions, connect a few tools, and let it perform a task. For example: 1User 2 ↓ 3Agent 4 ↓ 5LLM 6 ↓ 7Tools 8 ↓ 9Answer But imagine the task becomes much larger. You want an AI system that can: Understand a complex request Break the request into smaller tasks Search the web Read internal documents Write code Analyze data Ask another agent for help Remember previous work Check its own results Ask a human before taking risky actions Continue working even when one step fails One agent can try to do everything.