App Modernization Done. Now Let's Make It Smarter.
summary
Starts from an eShop Lite migration and shows concrete upgrades: product rows get embedded and upserted into an in‑memory vector store, queries return top‑3 results filtered by a 30% score, and responses are re‑ranked with GPT-5 mini via Azure OpenAI. Observability runs locally with Foundry Local using small models (5 3.5 mini, 4, quant2.5), an assistant analyzes 10 log entries into 8 clusters and surfaces injected HTTP 500s. A separate agent service ingests 27 signals to generate a store intelligence report and agents communicate A2A via an orchestrator and MCP.
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chapters (7)
- 0:00Introduction to AI modernization
- 1:42Smarter product discovery
- 8:25Operational intelligence
- 15:02Smarter business signals
- 20:40MCP and app tools
- 21:36Collaborating agents
- 28:02Conclusion
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