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fix: update databricks-vector-search skill with search modes and operations docs#318

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Praneeth16 wants to merge 1 commit intodatabricks-solutions:mainfrom
Praneeth16:fix/vector-search-modes-and-operations
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fix: update databricks-vector-search skill with search modes and operations docs#318
Praneeth16 wants to merge 1 commit intodatabricks-solutions:mainfrom
Praneeth16:fix/vector-search-modes-and-operations

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Summary

  • Add search-modes.md: ANN vs HYBRID vs FULL_TEXT decision guide, filter combinations, self-managed embedding patterns
  • Add troubleshooting-and-operations.md: endpoint/index monitoring, cost optimization, capacity planning, migration workflows
  • Update SKILL.md: expand hybrid search section, add reference file links, update latency numbers and filter syntax for databricks-vectorsearch package
  • Update end-to-end-rag.md: align filter parameter names with databricks-vectorsearch package

Context

The databricks-vector-search skill had a bare 5-line hybrid search snippet with no explanation, and no guidance on production operations. This PR adds two on-demand reference files (zero context bloat) and makes small fixes to existing docs to align filter parameter names with the databricks-vectorsearch package API surface.

Test plan

  • All relative links resolve correctly from SKILL.md
  • Code examples use correct parameter names matching indexes.py and vector_search.py
  • Rendered markdown reviewed for both new files
  • No claims about features not present in the codebase

This pull request was AI-assisted by Isaac.

…ations docs

Add two new reference files and update existing docs for the databricks-vector-search skill:
- search-modes.md: ANN vs HYBRID vs FULL_TEXT decision guide, filter combinations, self-managed embedding patterns
- troubleshooting-and-operations.md: endpoint/index monitoring, cost optimization, capacity planning, migration workflows
- SKILL.md: expand hybrid search section, add reference file links, update latency numbers and filter syntax
- end-to-end-rag.md: align filter parameter names with databricks-vectorsearch package

Co-authored-by: Isaac
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