├── .gitignore ├── Jenkinsfile ├── README.md ├── assets └── images │ ├── UI.png │ ├── cicd.png │ ├── high-level-architecture.png │ ├── monitoring-architecture.png │ ├── monitoring_weaviate.png │ └── route_traffic.png ├── embedding ├── helm-charts │ └── emb │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── templates │ │ ├── configmap.yaml │ │ ├── deployment.yaml │ │ ├── hpa.yaml │ │ └── service.yaml │ │ └── values.yaml └── terraform │ ├── .gitignore │ ├── main.tf │ ├── outputs.tf │ └── variables.tf ├── gce └── ansible │ ├── inventory │ ├── secret │ └── .gitignore │ └── setup │ ├── README.md │ ├── create_compute_instance.yaml │ ├── deploy_grafana.yaml │ └── deploy_jenkins.yaml ├── monitoring ├── docker-compose.yml ├── grafana_config │ ├── config │ │ ├── dashboards.yaml │ │ └── datasources.yaml │ └── dashboards │ │ ├── cluster_overview.json │ │ ├── ingress_nginx_overview.json │ │ ├── monitoring_node_overview.json │ │ └── node_overview.json └── helm-charts │ └── prometheus │ ├── .helmignore │ ├── Chart.lock │ ├── Chart.yaml │ ├── README.md │ ├── charts │ ├── alertmanager-1.11.0.tgz │ ├── kube-state-metrics-5.19.0.tgz │ ├── prometheus-node-exporter-4.34.0.tgz │ └── prometheus-pushgateway-2.12.0.tgz │ ├── ci │ ├── 01-automount-sa-token-values.yaml │ ├── 02-config-reloader-deployment-values.yaml │ ├── 03-config-reloader-sts-values.yaml │ ├── 04-extra-manifest-values.yaml │ ├── 05-server-deployment-values.yaml │ ├── 06-server-sts-values.yaml │ ├── 07-meta-labels-values.yaml │ ├── 08-sts-pvc-retention-policy-values.yaml │ ├── 09-standalone-deployment-values.yaml │ ├── 10-namespaced-sd-values.yaml │ └── 11-default-values.yaml │ ├── templates │ ├── NOTES.txt │ ├── _helpers.tpl │ ├── clusterrole.yaml │ ├── clusterrolebinding.yaml │ ├── cm.yaml │ ├── deploy.yaml │ ├── extra-manifests.yaml │ ├── headless-svc.yaml │ ├── ingress.yaml │ ├── network-policy.yaml │ ├── pdb.yaml │ ├── psp.yaml │ ├── pvc.yaml │ ├── rolebinding.yaml │ ├── service.yaml │ ├── serviceaccount.yaml │ ├── sts.yaml │ └── vpa.yaml │ ├── values.schema.json │ └── values.yaml ├── rag-controller ├── .dockerignore ├── .env_local ├── Dockerfile ├── README.md ├── docker-compose.yaml ├── helm-charts │ ├── ingress-nginx │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── OWNERS │ │ ├── README.md │ │ ├── README.md.gotmpl │ │ ├── changelog │ │ │ ├── helm-chart-2.10.0.md │ │ │ ├── helm-chart-2.11.0.md │ │ │ ├── helm-chart-2.11.1.md │ │ │ ├── helm-chart-2.11.2.md │ │ │ ├── helm-chart-2.11.3.md │ │ │ ├── helm-chart-2.12.0.md │ │ │ ├── helm-chart-2.12.1.md │ │ │ ├── helm-chart-2.13.0.md │ │ │ ├── helm-chart-2.14.0.md │ │ │ ├── helm-chart-2.15.0.md │ │ │ ├── helm-chart-2.16.0.md │ │ │ ├── helm-chart-2.9.0.md │ │ │ ├── helm-chart-2.9.1.md │ │ │ ├── helm-chart-3.0.0.md │ │ │ ├── helm-chart-3.10.0.md │ │ │ ├── helm-chart-3.10.1.md │ │ │ ├── helm-chart-3.11.0.md │ │ │ ├── helm-chart-3.11.1.md │ │ │ ├── helm-chart-3.12.0.md │ │ │ ├── helm-chart-3.13.0.md │ │ │ ├── helm-chart-3.14.0.md │ │ │ ├── helm-chart-3.15.0.md │ │ │ ├── helm-chart-3.15.1.md │ │ │ ├── helm-chart-3.16.0.md │ │ │ ├── helm-chart-3.16.1.md │ │ │ ├── helm-chart-3.17.0.md │ │ │ ├── helm-chart-3.18.0.md │ │ │ ├── helm-chart-3.19.0.md │ │ │ ├── helm-chart-3.20.0.md │ │ │ ├── helm-chart-3.20.1.md │ │ │ ├── helm-chart-3.21.0.md │ │ │ ├── helm-chart-3.22.0.md │ │ │ ├── helm-chart-3.23.0.md │ │ │ ├── helm-chart-3.24.0.md │ │ │ ├── helm-chart-3.25.0.md │ │ │ ├── helm-chart-3.26.0.md │ │ │ ├── helm-chart-3.27.0.md │ │ │ ├── helm-chart-3.28.0.md │ │ │ ├── helm-chart-3.29.0.md │ │ │ ├── helm-chart-3.3.0.md │ │ │ ├── helm-chart-3.3.1.md │ │ │ ├── helm-chart-3.30.0.md │ │ │ ├── helm-chart-3.31.0.md │ │ │ ├── helm-chart-3.32.0.md │ │ │ ├── helm-chart-3.33.0.md │ │ │ ├── helm-chart-3.34.0.md │ │ │ ├── helm-chart-3.4.0.md │ │ │ ├── helm-chart-3.5.0.md │ │ │ ├── helm-chart-3.5.1.md │ │ │ ├── helm-chart-3.6.0.md │ │ │ ├── helm-chart-3.7.0.md │ │ │ ├── helm-chart-3.7.1.md │ │ │ ├── helm-chart-3.8.0.md │ │ │ ├── helm-chart-3.9.0.md │ │ │ ├── helm-chart-4.0.1.md │ │ │ ├── helm-chart-4.0.10.md │ │ │ ├── helm-chart-4.0.11.md │ │ │ ├── helm-chart-4.0.12.md │ │ │ ├── helm-chart-4.0.13.md │ │ │ ├── helm-chart-4.0.14.md │ │ │ ├── helm-chart-4.0.15.md │ │ │ ├── helm-chart-4.0.18.md │ │ │ ├── helm-chart-4.0.2.md │ │ │ ├── helm-chart-4.0.3.md │ │ │ ├── helm-chart-4.0.5.md │ │ │ ├── helm-chart-4.0.6.md │ │ │ ├── helm-chart-4.0.7.md │ │ │ ├── helm-chart-4.0.9.md │ │ │ ├── helm-chart-4.1.0.md │ │ │ ├── helm-chart-4.1.2.md │ │ │ ├── helm-chart-4.10.0.md │ │ │ ├── helm-chart-4.2.0.md │ │ │ ├── helm-chart-4.2.1.md │ │ │ ├── helm-chart-4.3.0.md │ │ │ ├── helm-chart-4.4.0.md │ │ │ ├── helm-chart-4.5.2.md │ │ │ ├── helm-chart-4.6.0.md │ │ │ ├── helm-chart-4.6.1.md │ │ │ ├── helm-chart-4.7.0.md │ │ │ ├── helm-chart-4.7.1.md │ │ │ ├── helm-chart-4.7.2.md │ │ │ ├── helm-chart-4.8.0-beta.0.md │ │ │ ├── helm-chart-4.8.0.md │ │ │ ├── helm-chart-4.8.1.md │ │ │ ├── helm-chart-4.8.2.md │ │ │ ├── helm-chart-4.8.3.md │ │ │ ├── helm-chart-4.9.0.md │ │ │ ├── helm-chart-4.9.1.md │ │ │ └── helm-chart.md.gotmpl │ │ ├── ci │ │ │ ├── controller-admission-tls-cert-manager-values.yaml │ │ │ ├── controller-custom-ingressclass-flags.yaml │ │ │ ├── daemonset-customconfig-values.yaml │ │ │ ├── daemonset-customnodeport-values.yaml │ │ │ ├── daemonset-extra-modules.yaml │ │ │ ├── daemonset-headers-values.yaml │ │ │ ├── daemonset-internal-lb-values.yaml │ │ │ ├── daemonset-nodeport-values.yaml │ │ │ ├── daemonset-podannotations-values.yaml │ │ │ ├── daemonset-tcp-udp-configMapNamespace-values.yaml │ │ │ ├── daemonset-tcp-udp-portNamePrefix-values.yaml │ │ │ ├── daemonset-tcp-udp-values.yaml │ │ │ ├── daemonset-tcp-values.yaml │ │ │ ├── deamonset-default-values.yaml │ │ │ ├── deamonset-metrics-values.yaml │ │ │ ├── deamonset-psp-values.yaml │ │ │ ├── deamonset-webhook-and-psp-values.yaml │ │ │ ├── deamonset-webhook-values.yaml │ │ │ ├── deployment-autoscaling-behavior-values.yaml │ │ │ ├── deployment-autoscaling-values.yaml │ │ │ ├── deployment-customconfig-values.yaml │ │ │ ├── deployment-customnodeport-values.yaml │ │ │ ├── deployment-default-values.yaml │ │ │ ├── deployment-extra-modules-default-container-sec-context.yaml │ │ │ ├── deployment-extra-modules-specific-container-sec-context.yaml │ │ │ ├── deployment-extra-modules.yaml │ │ │ ├── deployment-headers-values.yaml │ │ │ ├── deployment-internal-lb-values.yaml │ │ │ ├── deployment-metrics-values.yaml │ │ │ ├── deployment-nodeport-values.yaml │ │ │ ├── deployment-opentelemetry-customregistry-values.yaml │ │ │ ├── deployment-podannotations-values.yaml │ │ │ ├── deployment-psp-values.yaml │ │ │ ├── deployment-tcp-udp-configMapNamespace-values.yaml │ │ │ ├── deployment-tcp-udp-portNamePrefix-values.yaml │ │ │ ├── deployment-tcp-udp-values.yaml │ │ │ ├── deployment-tcp-values.yaml │ │ │ ├── deployment-webhook-and-psp-values.yaml │ │ │ ├── deployment-webhook-extraEnvs-values.yaml │ │ │ ├── deployment-webhook-resources-values.yaml │ │ │ └── deployment-webhook-values.yaml │ │ ├── templates │ │ │ ├── NOTES.txt │ │ │ ├── _helpers.tpl │ │ │ ├── _params.tpl │ │ │ ├── admission-webhooks │ │ │ │ ├── cert-manager.yaml │ │ │ │ ├── job-patch │ │ │ │ │ ├── clusterrole.yaml │ │ │ │ │ ├── clusterrolebinding.yaml │ │ │ │ │ ├── job-createSecret.yaml │ │ │ │ │ ├── job-patchWebhook.yaml │ │ │ │ │ ├── networkpolicy.yaml │ │ │ │ │ ├── psp.yaml │ │ │ │ │ ├── role.yaml │ │ │ │ │ ├── rolebinding.yaml │ │ │ │ │ └── serviceaccount.yaml │ │ │ │ └── validating-webhook.yaml │ │ │ ├── clusterrole.yaml │ │ │ ├── clusterrolebinding.yaml │ │ │ ├── controller-configmap-addheaders.yaml │ │ │ ├── controller-configmap-proxyheaders.yaml │ │ │ ├── controller-configmap-tcp.yaml │ │ │ ├── controller-configmap-udp.yaml │ │ │ ├── controller-configmap.yaml │ │ │ ├── controller-daemonset.yaml │ │ │ ├── controller-deployment.yaml │ │ │ ├── controller-hpa.yaml │ │ │ ├── controller-ingressclass-aliases.yaml │ │ │ ├── controller-ingressclass.yaml │ │ │ ├── controller-keda.yaml │ │ │ ├── controller-networkpolicy.yaml │ │ │ ├── controller-poddisruptionbudget.yaml │ │ │ ├── controller-prometheusrules.yaml │ │ │ ├── controller-psp.yaml │ │ │ ├── controller-role.yaml │ │ │ ├── controller-rolebinding.yaml │ │ │ ├── controller-secret.yaml │ │ │ ├── controller-service-internal.yaml │ │ │ ├── controller-service-metrics.yaml │ │ │ ├── controller-service-webhook.yaml │ │ │ ├── controller-service.yaml │ │ │ ├── controller-serviceaccount.yaml │ │ │ ├── controller-servicemonitor.yaml │ │ │ ├── default-backend-deployment.yaml │ │ │ ├── default-backend-extra-configmaps.yaml │ │ │ ├── default-backend-hpa.yaml │ │ │ ├── default-backend-networkpolicy.yaml │ │ │ ├── default-backend-poddisruptionbudget.yaml │ │ │ ├── default-backend-psp.yaml │ │ │ ├── default-backend-role.yaml │ │ │ ├── default-backend-rolebinding.yaml │ │ │ ├── default-backend-service.yaml │ │ │ └── default-backend-serviceaccount.yaml │ │ ├── tests │ │ │ ├── controller-configmap-addheaders_test.yaml │ │ │ ├── controller-configmap-proxyheaders_test.yaml │ │ │ ├── controller-configmap_test.yaml │ │ │ ├── controller-daemonset_test.yaml │ │ │ ├── controller-deployment_test.yaml │ │ │ ├── controller-hpa_test.yaml │ │ │ ├── controller-ingressclass-aliases_test.yaml │ │ │ ├── controller-ingressclass_test.yaml │ │ │ ├── controller-keda_test.yaml │ │ │ ├── controller-networkpolicy_test.yaml │ │ │ ├── controller-poddisruptionbudget_test.yaml │ │ │ ├── controller-service-internal_test.yaml │ │ │ ├── controller-service-metrics_test.yaml │ │ │ ├── controller-service_test.yaml │ │ │ ├── default-backend-deployment_test.yaml │ │ │ ├── default-backend-extra-configmaps_test.yaml │ │ │ └── default-backend-service_test.yaml │ │ └── values.yaml │ └── rag │ │ ├── .helmignore │ │ ├── Chart.yaml │ │ ├── templates │ │ ├── configmap.yaml │ │ ├── deployment.yaml │ │ ├── hpa.yaml │ │ ├── ingress.yaml │ │ ├── keda.yaml │ │ └── service.yaml │ │ └── values.yaml ├── main.py ├── poetry.lock ├── pyproject.toml ├── settings-prod.yaml ├── settings.yaml ├── src │ ├── __init__.py │ ├── components │ │ ├── __init__.py │ │ ├── embedding │ │ │ ├── __init__.py │ │ │ ├── custom │ │ │ │ ├── __init__.py │ │ │ │ ├── sagemaker.py │ │ │ │ └── text_embeddings_inference │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ └── utils.py │ │ │ └── embedding_component.py │ │ ├── llm │ │ │ ├── __init__.py │ │ │ ├── custom │ │ │ │ ├── __init__.py │ │ │ │ ├── huggingface │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ └── utils.py │ │ │ │ ├── nvidia_nim │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── base.py │ │ │ │ ├── openai │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ └── utils.py │ │ │ │ ├── openai_like │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── base.py │ │ │ │ ├── sagemaker.py │ │ │ │ └── vllm │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ ├── base_v2.py │ │ │ │ │ └── utils.py │ │ │ ├── llm_component.py │ │ │ └── prompt_helper.py │ │ ├── translation │ │ │ ├── base.py │ │ │ ├── translation_component.py │ │ │ └── triton │ │ │ │ ├── envit5.py │ │ │ │ └── nllb.py │ │ └── vector_store │ │ │ ├── __init__.py │ │ │ ├── batched_chroma.py │ │ │ ├── custom │ │ │ ├── __init__.py │ │ │ ├── retriever.py │ │ │ └── weaviate │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ └── utils.py │ │ │ └── vector_store_component.py │ ├── constants.py │ ├── di.py │ ├── launcher.py │ ├── open_ai │ │ ├── __init__.py │ │ └── openai_models.py │ ├── paths.py │ ├── server │ │ ├── __init__.py │ │ ├── chat │ │ │ ├── __init__.py │ │ │ ├── chat_router.py │ │ │ ├── chat_service.py │ │ │ └── custom_chat_engine.py │ │ ├── completions │ │ │ ├── __init__.py │ │ │ └── completions_router.py │ │ ├── health │ │ │ ├── __init__.py │ │ │ └── health_router.py │ │ ├── retriever │ │ │ ├── retriever_service.py │ │ │ └── retriver_router.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── auth.py │ ├── settings │ │ ├── __init__.py │ │ ├── settings.py │ │ ├── settings_loader.py │ │ └── yaml.py │ ├── ui │ │ ├── __init__.py │ │ ├── avatar-bot.ico │ │ ├── images.py │ │ └── ui.py │ └── utils │ │ ├── __init__.py │ │ ├── eta.py │ │ └── typing.py ├── start_local.sh └── terraform │ ├── .gitignore │ ├── main.tf │ ├── outputs.tf │ └── variables.tf ├── reranker-llm └── docker-compose.yml └── weaviate ├── helm-charts └── weaviate │ ├── Chart.yaml │ ├── README.md │ ├── templates │ ├── _helpers.tpl │ ├── apiKeyAnyscaleSecret.yaml │ ├── apiKeyCohereSecret.yaml │ ├── apiKeyHuggingFaceSecret.yaml │ ├── apiKeyJinaAISecret.yaml │ ├── apiKeyMistralSecret.yaml │ ├── apiKeyOctoAISecret.yaml │ ├── apiKeyOpenAISecret.yaml │ ├── apiKeyPaLMSecret.yaml │ ├── apiKeyVoyageAISecret.yaml │ ├── awsSecret.yaml │ ├── backupAzureSecret.yaml │ ├── backupGcsSecret.yaml │ ├── backupS3Secret.yaml │ ├── contextionaryDeployment.yaml │ ├── gpt4allInferenceDeployment.yaml │ ├── img2vecNeuralDeployment.yaml │ ├── multi2vecBindDeployment.yaml │ ├── multi2vecClipDeployment.yaml │ ├── 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