August 27, 2025
The Tech Stack Behind Agentic AI: Key Tools, Libraries, and Platforms
Agentic AI goes beyond chatbots, enabling systems to act with autonomy using tools, memory, and decision loops.
Frameworks like LangChain and AutoGPT power workflows, while LLMs (GPT-4, Claude, LLaMA) provide reasoning.
Vector databases and knowledge graphs give agents memory, and APIs let them interact with the real world.
With orchestration (Ray, Kubernetes) and guardrails (Guardrails AI, HITL), Agentic AI becomes safe, scalable, and future-ready.