Keep in mind that agentic AI systems are an active area of research, and new developments and advancements are being made regularly.
Agentic Artificial Intelligence (Agentic AI) represents a significant evolution from traditional reactive and predictive AI system... Academia.edu A practical guide to building agents - OpenAI Agents are systems that independently accomplish tasks on your behalf. A workflow is a meet the user's goal, It leverages an LLM t... OpenAI Show all A Practical Guide to Building Agents (OpenAI) : Focuses on engineering best practices, identifying use cases, and designing orchestration logic for first-time deployments. Architectures for Building Agentic AI (arXiv/ResearchGate) : A technical analysis defining the architectural properties of reliable systems, including taxonomy for memory-augmented and multi-agent systems. Practices for Governing Agentic AI Systems (OpenAI Whitepaper) : Outlines safety best practices and the responsibilities of developers in ensuring accountable autonomous operations. Agentic Frameworks: Practical Considerations for Security (Elastic) : Detailed guide on tool integration, Retrieval-Augmented Generation (RAG), and advanced control mechanisms like critique loops. The 2025 AI Agent Index (MIT) : Provides technical documentation on the capabilities and safety features of 30 state-of-the-art AI agents. OpenAI +5 Key Development Frameworks Developers currently rely on several specialized frameworks to orchestrate these systems: LangGraph : High-level control for cyclic agentic workflows. CrewAI : Optimized for multi-agent collaboration and role-playing. AutoGen : Microsoft's framework for multi-agent conversation and task solving. Semantic Kernel : Integrates LLMs with conventional programming languages. ResearchGate Would you like a more detailed breakdown of a building agentic ai systems pdf download
by Anjanava Biswas and Wrick Talukdar is a highly-rated technical guide (released April 2025) for developers and architects moving beyond simple chatbots into autonomous workflows. Keep in mind that agentic AI systems are