Session: 2 for 1: Kconnect: A Better Way to Connect to Kubernetes Clusters/Optimizing vector search in Postgres shouldn’t be this hard 😢
Kconnect: A Better Way to Connect to Kubernetes Clusters – Robert Casale
kconnect is a CLI utility that can be used to discover, and securely access Kubernetes clusters across multiple operating environments.
Based on the authentication mechanism chosen the CLI will discover Kubernetes clusters you are allowed to access in a target hosting environment (i.e. EKS, AKS, Rancher) and generate a kubeconfig for a chosen cluster.
https://github.com/fidelity/kconnect
Optimizing vector search in Postgres shouldn’t be this hard 😢 – Raouf Chebri
Large-scale LLM applications increasingly rely on efficient nearest neighbor search algorithms, such as Hierarchical Navigable Small World (HNSW) and Inverted File with Flat Indexing (IVFFlat). While these algorithms offer trade-offs between speed, accuracy, and resource utilization, finding the optimal set of hyperparameters remains a challenge.
