RAG with Azure AI Search — Vector Vanguard
Copilot Studio Agent Academy — Special Ops Mission
| Category | Special Ops |
|---|---|
| Badge | Copilot Studio Agent Academy - Vector Vanguard |
| Issued By | Global AI Community |
| Earned | October 12, 2026 |
| Products | Microsoft Copilot Studio · Microsoft Azure |
| Skills | Azure AI Search RAG · Copilot Studio |
Overview
Mission grounding a Copilot Studio agent in its own documents using Retrieval-Augmented Generation with Azure AI Search vector search. Candidate resumes are vectorized and wired into an HR Knowledge Agent as a connector tool, so it answers by meaning with document-backed citations.
What I Built
- Created an Azure AI Search service, an Azure Storage account, and a text embedding model deployment
- Uploaded sample resume PDFs to Blob Storage and built a vector index with integrated vectorization
- Built an HR Knowledge Agent on the GitHub Copilot harness with instructions to retrieve and cite sources
- Connected Azure AI Search as a connector tool (Semantic Hybrid Search), since it isn't a Knowledge source on this harness
- Tested semantic and multi-criteria queries with document-backed citations
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