A Python library for creating swarm-style multi-agent systems using LangGraph. A swarm is a type of multi-agent architecture where agents dynamically hand off control to one another based on their ...

Abstract: Graph-based methods pervade the inference toolkits of numerous disciplines including sociology, biology, neuroscience, physics, chemistry, and engineering. A challenging problem encountered ...

Abstract: Many graph-based algorithms in high performance computing (HPC) use approximate solutions due to having algorithms that are computationally expensive or serial in nature. Neural acceleration ...

The UK is home to some of the largest multinational corporations in the world operating through integrated networks of subsidiary companies and complex supply chains. Through their global activities, ...

This section focuses on the key features and methods for working with linear graphs. It demonstrates how to sketch graphs from rules, derive rules from graphs, and calculate key features such as the ...

I am using the latest version of langgraph (0.6.0) which introduced the new context API with runtime context injection. I have created a graph which is connected to multiple subgraphs. The runtime ...