CI/CD Pipeline To Deploy Text - Image Retrieval

System Pipeline:

Source control: Git/Github
CI/CD: Jenkins
Model: Huggingface
Build API: FastAPI
Containerize application: Docker
Container orchestration system: Kubernetes/K8S
K8s's package manager: Helm
Monitoring tool: Prometheus & Grafana
Logging: Elasticsearch, Filebeat, Kibana
Deliver infrastructure as code: Ansible & Terraform
Ingress controller: Nginx ingress
Cloud platform: Google cloud platform/GCP

Flow of application:

Kubernetes architecture:

TODOs

Using celery for asynchronous tasks