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Update READMEs for gpt-4.1 model upgrade (coordinate with docs PR) #71

@diberry

Description

@diberry

Summary

PR #70 upgrades the OpenAI infrastructure from gpt-4o/gpt-4o-mini to gpt-4.1/gpt-4.1-mini with configurable params. READMEs in the sample folders still reference the old model names and need updating.

Changes needed

README updates

  • ai/vector-search-agent-go/README.md — replace references to gpt-4o and gpt-4o-mini with gpt-4.1 and gpt-4.1-mini
  • ai/vector-search-agent-typescript/README.md — replace references to gpt-4o and gpt-4o-mini with gpt-4.1 and gpt-4.1-mini (including .env examples)

Coordination requirement

This must ship at the same time as the corresponding quickstart/tutorial update in azure-databases-docs-pr so that the docs and samples stay in sync.

Infra changes (PR #70)

  • Models: gpt-4.1-mini (chat), gpt-4.1 (synth), text-embedding-3-small (embedding)
  • All use Standard tier (not GlobalStandard)
  • New openAiLocation param separates OpenAI region from main resource location
  • Model names, versions, and tiers are now configurable via env vars

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