This project is an educational resource and engineering guide for building, deploying, and optimizing large language model applications and production pipelines. It serves as a blueprint for cloud AI infrastructure, providing a framework for orchestrating inference endpoints, data warehouses, and scalable production environments. The repository provides specific implementation patterns for retrieval augmented generation to ground model responses in external data. It includes a training workflow for crawling, structuring, and processing datasets to facilitate model fine-tuning, alongside an ev
This project is a Helm chart repository and Kubernetes application catalog providing standardized deployment templates for popular open-source software. It serves as a library of pre-configured packages designed to automate the installation and configuration of server-side applications on container clusters. The collection includes a suite of hardened container images built on minimal base layers to reduce the attack surface. These images undergo automated vulnerability scanning and triage within the release pipeline to identify and remediate security flaws before deployment. The project man
The main features of villasv/aws-airflow-stack are: Deployment Solutions.
Open-source alternatives to villasv/aws-airflow-stack include: packtpublishing/llm-engineers-handbook — This project is an educational resource and engineering guide for building, deploying, and optimizing large language… bahchis/airflow-cookbook. bitnami/charts — This project is a Helm chart repository and Kubernetes application catalog providing standardized deployment templates… datagovsg/airflow-pipeline. eamonkeane/airflow-gke-k8sexecutor-helm. astronomerio/astronomer.