Leveraging LangGraph and AutoGen for Agentic AI Frameworks
Gaurav Samdani, Yawal Dixit, Ganesh Viswanathan · World Journal of Advanced Engineering Technology and Sciences · 2023
This research examines how LangGraph and AutoGen improve Agentic AI models by enabling improved autonomous functioning in dynamic environments. Researchers examine LangGraph's language-based system and AutoGen's generative model as independently working tools for agent autonomous performance in intricate situations. Our study uses quality-benchmarking data and test simulations to examine modeling effects on AI agents' behavior and decision-making. The study shows that LangGraph boosts language understanding effectiveness while AutoGen improves the system's ability to adjust decisions swiftly in real-time. Our conclusion points to combined advancements enabling us to develop smarter AI systems that can operate autonomously under unpredictable real-world conditions.