ashish.one

Vector and hybrid search with Elasticsearch

Elasticsearch: Vector and Hybrid Search

Introduction Search is not just traditional TF/IDF any more but the current trend of machine learning and models has opened another dimension for search. This talk gives an overview of: Classic search and its limitations. What is a model and how can you use it. How to use vector search or hybrid search in Elasticsearch. Where OpenAI’s ChatGPT or similar LLMs come into play to with Elastic. Check how to leverage Leverage ChatGPT with Elasticsearch ....

Monitor Kubernetes cluster with Elastic

Introduction Bring logs, metrics, and traces from your Kubernetes cluster and the workloads running on it into a single, unified solution. Elastic observability gives better visibility on your kubernetes ecosystem where you can monitor your pods, services, workload etc. Use a centrally managed Elastic Agent to gain visibility into your Kubernetes deployments on EKS, AKS, GKE or self-managed clusters. Talk Video

Workshop - Leverage ChatGPT with Elasticsearch

Receive Webhook Requests Using ELK

In this blog, we will see how you can quickly setup ELK (Elasticsearch, Logstash, Kibana) stack to receive the HTTP webhook. Mostly ELK stack is known for logging purposes. But Elastic stacks are much more beyond the logging use case. Elastic provides Search, Observability & Security you can check more on this with official documentation . What is Webhook ? Webhook enables the two programs to communicate or transfer the data with the help of callback functions / hooks....

Kubernetes generic errors

1. unknown service runtime.v1alpha2.ImageService Error: pulling image: rpc error: code = Unimplemented desc = unknown service runtime.v1alpha2.ImageService System configuration centos 9 / 2GB RAM / 2CPU Master Node Same issue on master node. Command [root@kube-master-1 ~]# kubeadm config images pull failed to pull image "registry.k8s.io/kube-apiserver:v1.26.0": output: E0107 14:52:09.997544 4134 remote_image.go:222] "PullImage from image service failed" err="rpc error: code = Unimplemented desc = unknown service runtime.v1alpha2.ImageService" image="registry.k8s.io/kube-apiserver:v1.26.0" time="2023-01-07T14:52:09Z" level=fatal msg="pulling image: rpc error: code = Unimplemented desc = unknown service runtime....