feat(search): retrieval telemetry — log every semantic retrieval
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Add retrieval_logs (migration 0068) + services/retrieval_telemetry with a fire-and-forget record_retrieval(), wired into the MCP search tool (source=mcp_search) and the REST search route (source=rest_search). Captures query, effective params, and the per-result score distribution so KB-injection thresholds can be tuned from data rather than guessed. Scribe: project 2, milestone 93, task 1032. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Xz4j1H7pjYSjKsEpgcNH5E
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@@ -7,8 +7,11 @@ working. Differences from fable-mcp:
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"""
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from __future__ import annotations
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import time
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from scribe.mcp._context import current_user_id
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from scribe.services.embeddings import semantic_search_notes
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from scribe.services.embeddings import DEFAULT_SIMILARITY_THRESHOLD, semantic_search_notes
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from scribe.services.retrieval_telemetry import record_retrieval
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async def search(
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@@ -43,10 +46,17 @@ async def search(
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uid = current_user_id()
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limit = max(1, min(limit, 50))
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is_task = {"note": False, "task": True}.get(content_type) # None => any
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t0 = time.perf_counter()
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raw = await semantic_search_notes(
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uid, q, limit=limit, is_task=is_task,
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project_id=project_id or None,
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)
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record_retrieval(
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user_id=uid, source="mcp_search", query=q,
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threshold=DEFAULT_SIMILARITY_THRESHOLD, limit=limit,
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project_id=project_id or None, is_task=is_task, results=raw,
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duration_ms=(time.perf_counter() - t0) * 1000.0,
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)
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return {
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"results": [
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{
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