feat: update aggregate tool schema description to support fusion pipline CLOUDP-367319#1294
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feat: update aggregate tool schema description to support fusion pipline CLOUDP-367319#1294nima-taheri-mongodb wants to merge 7 commits into
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Pull request overview
Updates the MongoDB aggregate tool’s pipeline schema description to better guide LLM-generated aggregation pipelines, especially for vector search and hybrid (lexical + vector) search patterns.
Changes:
- Clarifies when
$vectorSearchmust be the first stage vs. when$unionWithis appropriate. - Adds detailed guidance for hybrid search using
$rankFusion/$scoreFusion, including construction constraints and recommended patterns.
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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…h_fusion' into cloudp-367319_guidance_for_search_fusion # Conflicts: # src/tools/mongodb/read/aggregate.ts
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Braintrust eval CI reportCurrent run
Accuracy timeline (historical + this run)---
config:
xyChart:
showDataLabel: true
showDataLabelOutsideBar: true
themeVariables:
xyChart:
titleColor: 'orange'
---
xychart
title "accuracy"
x-axis ["2026-07-06 10:19", "2026-07-06 10:26", "2026-07-06 10:42", "2026-07-06 10:42", "2026-07-06 10:43", "2026-07-06 10:52", "2026-07-06 13:07", "2026-07-06 13:25", "2026-07-07 08:04", "2026-07-07 22:11", "This run"]
y-axis "Accuracy (%)" 0 --> 100
bar [41.6, 43.4, 39.7, 46.8, 38.2, 43.1, 40, 42.7, 44.2, 38.2, 77.9]
line [41.6, 43.4, 39.7, 46.8, 38.2, 43.1, 40, 42.7, 44.2, 38.2, 77.9]
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