According to @godofprompt, leading AI systems at frontier labs are utilizing hybrid retrieval by integrating vector search for broad initial matching and graph traversal for deep contextual ...
According to God of Prompt on Twitter, Graph Retrieval-Augmented Generation (Graph RAG) enables relationship traversal by connecting customer tickets, API documentation, engineering discussions, and ...
Graphs are everywhere. From technology to finance, they often model valuable information such as people, networks, biological pathways and more. Often, scientists and technologists need to come up ...
What if you could transform overwhelming, disconnected datasets into a living, breathing map of relationships, one that not only organizes your data but also reveals insights you didn’t even know you ...
This research presents an advanced approach to optimizing the ETCD watcher notification mechanism by implementing accelerated graph traversal algorithms. Specifically, the study introduces enhanced ...
While retrieval-augmented generation is effective for simpler queries, advanced reasoning questions require deeper connections between information that exist across documents. They require a knowledge ...
This is just the beginning! With plans to incorporate advanced algorithms (Dijkstra's, A*) 🧠, user dashboards 📊, and mobile-friendly features 📱, we’re on the path to making this project an ...