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Merged changes from head repo#1

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chancsc merged 7 commits into
chancsc:masterfrom
mnemon-dev:master
May 9, 2026
Merged

Merged changes from head repo#1
chancsc merged 7 commits into
chancsc:masterfrom
mnemon-dev:master

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@chancsc chancsc commented May 9, 2026

What

Brief description of changes.

Why

Link to issue or explain the motivation.

Checklist

  • Tests pass (make test and go test ./...)
  • New/changed behavior is covered by tests
  • Documentation updated (USAGE.md, DESIGN.md, or README) if applicable
  • CHANGELOG.md updated under [Unreleased] if user-facing

achinth-b and others added 7 commits May 1, 2026 16:34
Support Matryoshka Representation Learning by passing the dimensions
parameter to Ollama's /api/embed endpoint. When MNEMON_EMBED_DIMENSIONS
is set (e.g., 256), Ollama truncates and re-normalizes the embedding
vector, giving faster similarity search with minimal quality loss on
MRL-trained models like nomic-embed-text.
Backward compatible: when unset, behavior is identical to before.
Add MNEMON_EMBED_DIMENSIONS for Matryoshka dimension truncation
Add deployment environment configuration
@chancsc chancsc merged commit ae14b59 into chancsc:master May 9, 2026
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3 participants