├── .github ├── ISSUE_TEMPLATE │ ├── feat-request.md │ └── fix-request.md ├── PULL_REQUEST_TEMPLATE.md ├── actions │ └── setup │ │ └── action.yml └── workflows │ ├── check.yml │ └── publish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .python-version ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── Dockerfile ├── LICENCE.txt ├── MLproject ├── README.md ├── confs ├── .gitkeep ├── deployment.yaml ├── feature_eng.yaml ├── generate_rag_dataset.yaml ├── monitoring.yaml └── rag_chain_config.yaml ├── data ├── .gitkeep ├── datasets │ ├── .gitkeep │ ├── rag_dataset.csv │ └── rag_dataset.json └── documents │ └── sample_hr_manual.pdf ├── docker-compose.yml ├── docs └── .gitkeep ├── invoke.yaml ├── llmops-project.code-workspace ├── mlruns └── .gitkeep ├── notebooks └── .gitkeep ├── outputs └── .gitkeep ├── poetry.lock ├── poetry.toml ├── pyproject.toml ├── serving_endpoint ├── Dockerfile ├── README.md ├── client.py ├── ecs │ ├── Makefile │ ├── README.md │ ├── deploy-image-to-ecs.sh │ └── infra │ │ ├── app │ │ ├── ecs │ │ │ ├── main.tf │ │ │ ├── output.tf │ │ │ └── variable.tf │ │ ├── main.tf │ │ ├── network │ │ │ ├── main.tf │ │ │ ├── outputs.tf │ │ │ └── variable.tf │ │ ├── terraform.tfstate.backup │ │ └── variable.tf │ │ └── setup │ │ ├── main.tf │ │ ├── output.tf │ │ └── variable.tf ├── example.env ├── imgs │ ├── Model-deployment.webp │ ├── litserve-deployment.png │ ├── litserve.png │ └── model-registry.webp ├── requirements.txt └── server.py ├── src └── llmops_project │ ├── __init__.py │ ├── __main__.py │ ├── io │ ├── configs.py │ ├── services.py │ └── vector_db.py │ ├── models │ ├── chatbot_with_guardrails.py │ └── rag_chatbot.py │ ├── pipelines │ ├── __init__.py │ ├── base.py │ ├── deployment │ │ ├── deploy_model.py │ │ └── register_model.py │ ├── feature_engineering │ │ ├── create_vector_db.py │ │ └── ingest_documents.py │ ├── managers │ │ ├── deployment_manager.py │ │ ├── feature_engineering_manager.py │ │ └── monitoring_manager.py │ └── monitoring │ │ ├── generate_rag_dataset.py │ │ ├── post_deploy_eval.py │ │ └── pre_deploy_eval.py │ ├── scripts.py │ └── settings.py ├── static ├── autoscaling.png ├── experiment_tracking.png ├── guage.png ├── llmops-rag.png ├── llmops.png ├── llmopsmindmap.png ├── model_version.png ├── monitoring.png ├── rag_lifecycle.png ├── tracing-top.gif ├── vector_db.png └── with_and_without_guardrails.svg ├── tasks ├── __init__.py ├── checks.py ├── cleans.py ├── commits.py ├── containers.py ├── docs.py ├── formats.py ├── installs.py ├── mlflow.py ├── packages.py ├── projects.py └── serve.py └── tests ├── confs ├── invalid │ └── 0. invalid.yaml └── valid │ ├── 0. feature_engineering.yaml │ ├── 1. deployment.yaml │ └── 2. monitoring.yaml ├── conftest.py ├── documents └── sample_hr_manual.pdf ├── io ├── test_configs.py └── test_services.py ├── pipelines ├── deployment │ ├── test_deploy_model.py │ └── test_register_model.py ├── feature_engineering │ ├── test_create_vector_db.py │ └── test_ingest_documents.py ├── 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