AI agents generally deal with problems that cannot be solved all at once. Whether they’re working on math proofs or planning business strategies, they have to break problems into smaller steps and handle them...
One of the most essential abilities that separates Agentic AI from traditional AI is its power to use tools and call functions. Instead of just generating text or predictions, an AI agent can now:...
One of the most essential features of Agentic AI is the ability to use external tools, APIs, and functions. This allows agents to move beyond text generation into real-world action — booking tickets, analysing...
When AI agents solve complex problems, they often face a vast number of possible actions or decisions. We use innovative strategies like Tree Search, Monte Carlo methods, and Beam Search. As searching through all...
In artificial intelligence, especially in Agentic AI, two crucial ideas often come up: search and planning. At first, they might seem alike, but they’re not the same. Both are different ways to reach an...
The Agentic AI has become more advanced, intelligent, and futuristic; the way agents are controlled and executed has become a crucial design choice. The debate between Orchestrators vs Autonomous Runners in Agentic AI shows...
When multiple AI agents are given a task to work together, they need a well-planned way to communicate, share knowledge, and collaborate to adapt together to the task. One robust design for this is...
It is difficult for a single AI agent to solve most real-world problems and queries. Just like in organisations, some tasks require proper teamwork and coordination. This is where the concept of Manager–Worker (Hierarchical)...
One breakthrough in building Agentic AI systems is the ReAct pattern. Unlike traditional AI models that either think or act, ReAct combines both in a single loop. The ReAct pattern allows AI agents to:...
For AI agents to move beyond text generation and become true problem-solvers, they need more than reasoning and memory — they need a collection of skills and actions they can perform. This is where...
