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MCP search: return top-K nearest, drop hard similarity floor - #39

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kayoslab merged 1 commit into
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fix/mcp-search-threshold
Jul 9, 2026
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MCP search: return top-K nearest, drop hard similarity floor#39
kayoslab merged 1 commit into
mainfrom
fix/mcp-search-threshold

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@kayoslab

@kayoslab kayoslab commented Jul 9, 2026

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The 0.15 minSimilarity floor dropped valid matches (even an exact name query returned nothing) because 384-dim embeddings compress cosine scores. Return the top-K ranked results and let the agent judge relevance — correct behavior for a small personal contact store.

The 0.15 minSimilarity floor dropped valid matches (even an exact name query
returned nothing) because 384-dim embeddings compress cosine scores. Return the
top-K ranked results and let the agent judge relevance — correct behavior for a
small personal contact store.
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kayoslab merged commit 815ae9a into main Jul 9, 2026
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kayoslab deleted the fix/mcp-search-threshold branch July 9, 2026 10:36
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