AI Templates
summary
Workshop shows how to run production-ready AI templates from GitHub in minutes using GitHub Codespaces and an Azure OpenAI proxy (so no private-preview approval needed), with up to $150k in startup credits and a temporary $50 Azure pass for the lab. Demonstrations include a local chat quickstart, RAG on Postgres (PGVector + full‑text hybrid search) and RAG over PDFs using Azure Document Intelligence + Azure AI Search; the document RAG template is already deployed ~100,000 times.
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chapters (15)
- 0:00Introduction
- 1:05AI templates and why they matter
- 3:08Microsoft for Startups Founders Hub
- 6:21Startup support programs
- 9:10Pain points AI templates solve
- 10:13Workshop setup instructions
- 13:50Redeeming Azure pass
- 26:04Deploying first AI template locally
- 36:21Deploying AI template to Azure
- 42:04RAG architecture basics
- 47:15RAG on PostgreSQL
- 48:18RAG with Azure AI Search
- 51:52Customizing AI templates
- 57:27Q&A
- 59:17Startup use cases
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