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For QdrantAI Platform

Points Upsert And Payload

Qdrant · Qdrant

Vector Database — Qdrant

Qdrant evals — Points: Upsert & Payload (relift v3 InfraRed)

About Qdrant

Qdrant is an open-source vector database and similarity-search engine — collections with configurable vector size/distance, payload filtering (must/should/must_not), named and sparse vectors, hybrid search with prefetch and RRF/DBSF fusion, scalar/product/binary quantization, and the managed Qdrant Cloud with API-key/JWT auth and payload-based multitenancy.

Employees

~80

Industry

Vector Database

Headquarters

Berlin, Germany

Sample tests· showing 3 of 9

#InputExpected behaviorCheck
01

Agent upserts a point via PUT /collections/{name}/points with {id:42, vector:[...], payload:{title:'Widget', price:9.99}}.

Each point carries id (uint64 or UUID), vector(s) matching the collection's vector config, and an optional JSON payload. Upsert replaces the full point at that id (vector + payload) — to change only payload, use the payload endpoints instead so the vector is not required.

Pass / FailAi Platformhigh
02

A point has payload {a:1, b:2}. Agent calls POST /collections/{name}/points/payload with payload={b:9, c:3} to update.

POST set-payload merges: the result is {a:1, b:9, c:3} — existing keys not in the request are preserved. To replace the entire payload (drop a), use the overwrite (PUT) payload operation instead. Know which verb merges vs overwrites.

Pass / FailAi Platformmedium
03

Agent fetches points by id and sets with_vector=false, with_payload=['title'] to avoid pulling large vectors and unneeded payload.

Use with_vector=false and a with_payload key selector to return only needed fields, reducing response size and bandwidth. Request vectors only when the client genuinely needs them (e.g. re-ranking). Confirm the selected keys exist or handle absence.

Pass / FailAi Platformlow

How this eval is graded

Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

Rubric criteria

  • Qdrant
  • Ai Platform
  • Points Upsert And Payload

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QdrantQdrant customers

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