tsisodia10

Instrument the Python Chatbot application and fetch metrics with Prometheus

1. ChatBot app

import openai
import gradio as gr
import os
import threading
import time
import psutil

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Chat Bot Application

Build image

Navigate to the openshift-ai directory --

docker build -t quay.io/<username>/<your_image_name> .

Push image to quay

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Spin up Ansible Playbook on AAP2

1. Create Credentials(gpg keys) --

2. Create Project --

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Ansible Platform Operator Installation

• To run Red Hat OpenShift Container Platform clusters on Amazon Web Services with ReadWriteMany access mode, you must add NFS or other storage.

Steps -

1. Create PV (to install ansible operator these are the pre-reqs)

apiVersion: v1
kind: PersistentVolume

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Testing Addon locally

https://github.com/mt-sre/managed-tenants-cli

Install From PyPI:

pip install managedtenants_cli

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Installation of Grafana

Pre-requisites

1. Starburst operator installed
2. MSO operator installed

MSO Instance

apiVersion: monitoring.rhobs/v1alpha1
kind: MonitoringStack

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Federate Kong Mesh Metrics

We will federate the Kong Mesh Prometheus to the OpenShift Prometheus. We will then leverage OpenShift Monitoring to handle the aggregated metrics.

Slides

Pending

• Define more Params in ServiceMonitor to dedupe metrics from Kong
• Create PrometheusRules for Alerting when something goes down
• Create Dashboards