Hybrid Query And Filters
turbopuffer · turbopuffer
Serverless vector database — turbopuffer
Evaluates turbopuffer's Hybrid Query & Filters across 11 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Serverless vector database eval coverage.
About turbopuffer
turbopuffer is a serverless vector database designed for high-performance approximate nearest neighbor search at scale. It handles ingest, indexing, and hybrid queries with a simple HTTP API and charges only for storage and queries — no always-on infrastructure.
Sample tests· showing 3 of 11
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | RAG over 8M tickets; need ANN plus attribute filter combined. | POST query with rank_by ANN, top_k 50, filters using Eq on tier per filter DSL; default strong consistency unless latency tradeoff documented. | Pass / FailQueryhigh |
| 02 | Keyword-heavy support queries; no vector in rank_by for this path. | Use rank_by BM25 on documented text attribute; set top_k; combine with include_attributes as needed. | Pass / FailQuerymedium |
| 03 | Hybrid RAG; docs allow up to 16 queries array entries. | Single POST with queries array ≤16 combining BM25 and vector sub-queries; client-side RRF fusion per hybrid docs. | Pass / FailHybridhigh |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric. Penalize failure_modes.
Rubric criteria
- Turbopuffer
- Vector Db
- Hybrid Query And Filters
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Works with
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ViewFrequently asked questions
What does the Hybrid Query And Filters eval for turbopuffer turbopuffer test?+
Evaluates turbopuffer's Hybrid Query & Filters across 11 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Serverless vector database eval coverage.
How is the Hybrid Query And Filters eval scored?+
The judge rubric: Grade against expected.ideal_behavior and expected.rubric. Penalize failure_modes.
How many test cases does this eval pack include?+
The Hybrid Query And Filters pack for turbopuffer turbopuffer contains 11 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Hybrid Query And Filters pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.