🤖 Building the Future: Your Complete Guide to Agentic AI Programming in 2025
Last Updated on October 18, 2025 by Editorial Team
Author(s): MahendraMedapati
Originally published on Towards AI.
🤖 Building the Future: Your Complete Guide to Agentic AI Programming in 2025
Artificial Intelligence is no longer just about chatbots that answer questions. We’re entering the era of agentic AI — intelligent systems that can think, plan, and act autonomously to achieve goals.

The article discusses the emergence of agentic AI, which represents a shift from reactive to proactive AI systems capable of complex reasoning, planning, and autonomous decision-making. It highlights how Python serves as the foundational programming language for developing these systems, along with popular frameworks like Hugging Face Transformers, LangChain, and LlamaIndex. The author emphasizes the practical applications of agentic AI across various industries, showcases different frameworks, and encourages readers to engage in building AI solutions to harness this technology’s full potential.
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