Replace local SLM embeddings with scope.models.embed()#3

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kris/scope-models-embed

Commits on Jul 23, 2026

Replace local SLM embeddings with scope.models.embed()

kriszyp
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claude
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Switch Agent from Anthropic SDK to scope.models.generate()

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claude
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Restore estimated-cost reporting (Claude pricing as comparator)

kriszyp
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claude
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Estimate token counts from text length (~4 chars/token heuristic)

kriszyp
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Fix cache-match selection: explicit distance sort + tighter threshold

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claude
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Debug: log cache candidates with computed distance + hard threshold filter
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Fix cache: assistant reply must be the IMMEDIATE next message

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claude
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Loosen cache threshold to 0.15 (~0.85 similarity)

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