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Add scan_factor and max_candidates support for Pinecone dedicated rea…#344

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dmsmith25 wants to merge 1 commit intomainfrom
scan_factor
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Add scan_factor and max_candidates support for Pinecone dedicated rea…#344
dmsmith25 wants to merge 1 commit intomainfrom
scan_factor

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…d nodes

  • Add --pinecone_scan_factor and --pinecone_max_candidates CLI args, passed through to index.query() for dedicated read node indexes
  • Validate dedicated read node requirement via REST API (2025-10 version) rather than a CLI flag check, since describe_index SDK response omits read_capacity info
  • Auto-detect namespace when index has exactly one namespace
  • Auto-detect synthetic workload dimensions from existing Pinecone index when --synthetic_dimensions is not explicitly specified

Problem

Describe the purpose of this change. What problem is being solved and why?

Solution

Describe the approach you took. Link to any relevant bugs, issues, docs, or other resources.

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update
  • Infrastructure change (CI configs, etc)
  • Non-code change (docs, etc)
  • None of the above: (explain here)

Test Plan

Describe specific steps for validating this change.

…d nodes

- Add --pinecone_scan_factor and --pinecone_max_candidates CLI args, passed
  through to index.query() for dedicated read node indexes
- Validate dedicated read node requirement via REST API (2025-10 version)
  rather than a CLI flag check, since describe_index SDK response omits
  read_capacity info
- Auto-detect namespace when index has exactly one namespace
- Auto-detect synthetic workload dimensions from existing Pinecone index
  when --synthetic_dimensions is not explicitly specified

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@dmsmith25 dmsmith25 closed this Apr 20, 2026
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