The AI Toolchain — issue -430, January 28, 2020

Triton v1.10.0 adds JSON-format server status via REST and ordered batching across multiple model instances.

$ git clone --branch v1.10.0 https://github.com/triton-inference-server/server.git
# already have the repo? check out this version:
$ git checkout v1.10.0

$ curl http://<server>:8000/api/status?format=json

• ›Adds JSON-format server status via the HTTP/REST endpoint GET /api/status?format=json.
• ›Adds a preserve-ordering option to the dynamic batcher so batched requests maintain sequence across multiple model instances (configured via model_config.proto).

Weaviate 0.21.11 adds Entity Merging to deduplicate vector search results using closest or merge grouping strategies.

$ git clone --branch 0.21.11 https://github.com/weaviate/weaviate.git
# already have the repo? check out this version:
$ git checkout 0.21.11

• ›Adds Entity Merging capability with closest and merge grouping strategies, letting Weaviate deduplicate results by grouping objects that describe the same real-world entity based on vector distance, controlled by a force parameter (0.0–1.0).
• ›The closest strategy surfaces only the result closest to the query per group, while the merge strategy preserves original field values — string fields show all original values, numerical fields show a mean, and reference fields aggregate all references from merged objects.

$ git clone --branch 0.21.10 https://github.com/weaviate/weaviate.git
# already have the repo? check out this version:
$ git checkout 0.21.10

class: Fruit
vectorizeClassName: false
properties:
- name: name
  dataType: ["string"]
  vectorizePropertyName: false