program-api

Tailor-made sports program generation API using LLM, FastAPI and deployed on GCP

Live on : https://train-programs.ai/

HOWTO

• docker build -t <image_name> .
• docker run -p 8080:8080 <image_name>

Deploy on GCP

• gcloud auth configure-docker <pkg_name>
• cat <config_file.json> | docker login -u _json_key --password-stdin https://<pkg_name>
• docker tag <image_name>: <pkg_name>/<project_id>//<image_name>:
• docker push -docker.pkg.dev/<project_id>//<image_name>:
• Documentation

Google Cloud Run (GCR)

• Deploy : gcloud run deploy <service_name> --image <pkg_name>/<project_id>//: --region --allow-unauthenticated --timeout --set-env-vars <env_var_name>=<env_var_value>
• Get logs : gcloud logging read "resource.type=cloud_run_revision AND resource.labels.service_name=<service_name>" --project=<project_id> --limit=100 --format="value(textPayload)"

Google Kubernetes Engine (GKE)

• Create a Kubernetes Cluster : gcloud container clusters create CLUSTER-NAME --region
• Get Credentials for the Cluster : gcloud container clusters get-credentials CLUSTER-NAME --region
• Create deployment.yaml
• Deploy : kubectl apply -f deployment.yaml
• Expose deployment : kubectl expose deployment <deployment_name> --type=LoadBalancer --port=80 --target-port=80
• Access the API : kubectl get services
• Secure the API