AI Engineering
Learn LLMs, RAG, agents, secure tools, and production AI through practical insurance examples.
Azure OpenAI and Azure AI Foundry / Microsoft Foundry
Azure OpenAI provides supported OpenAI model access through Azure's service environment. The platform historically called Azure AI Foundry is documented under Microsoft Foundry in the checked official pages. It groups model and AI application capabilities; it…
Azure AI Search, Functions, Container Apps, Key Vault, and Entra ID
Azure AI Search provides searchable indexes and retrieval capabilities. Functions runs event-driven code; Container Apps runs containerized services/jobs. Key Vault manages secrets/keys, while Entra ID provides identity capabilities and access integration.
AWS Bedrock, Lambda, ECS, S3, OpenSearch, and IAM
Bedrock provides managed access to supported foundation models and related capabilities. Lambda runs event-driven functions; ECS orchestrates containers; S3 stores objects such as original PDFs. OpenSearch provides search infrastructure, while IAM controls…
Google Cloud: Vertex AI, Cloud Run, and Cloud Functions
Vertex AI is the familiar Google Cloud AI platform name used in many existing projects; its model documentation currently routes into evolving Google enterprise agent-platform documentation. Cloud Run executes containerized applications and workloads. Cloud…
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