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conscience/embedding-backend-selector

@Cloudhabil/AGI-Server
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Choose the best embedding backend (OpenVINO NPU → Ollama embeddings → sentence-transformers CPU) and fall back gracefully with logging. Use when embedding reliability matters.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name conscience/embedding-backend-selector
description Choose the best embedding backend (OpenVINO NPU → Ollama embeddings → sentence-transformers CPU) and fall back gracefully with logging. Use when embedding reliability matters.

Embedding Backend Selector

Capabilities

  • assess_backends: probe availability/latency of NPU, Ollama embeddings, sentence-transformers.
  • select_backend: choose best available backend per policy.
  • fallback_on_error: switch to next backend and log the event.

Dependencies

  • embedding-repair
  • reliability-budget (optional SLO tracking)

Inputs

  • policy (preferred order), test text.

Outputs

  • chosen backend info, status, error log if any.