Issues · opensearch-project/ml-commons

[FEATURE] Agent-written memory: caller-set namespace (user_id) and long-term extraction (infer)

opensearch-project/ml-commons#5109 · opened

on Oct 1, 2026

Gate removal of model-group derived access control on a shipped migration path

opensearch-project/ml-commons#5107 · opened

on Sep 30, 2026

[BUG] QueryPlanningTool's default user prompt never exposes `index_name` to the LLM

opensearch-project/ml-commons#5102 · opened

on Sep 26, 2026

1

[BUG] Unified agent on Bedrock Converse with no tools is unusable: an empty `toolConfig` is emitted and Bedrock rejects the request

opensearch-project/ml-commons#5094 · opened

on Sep 22, 2026

[RELEASE] Release version 3.10.0

opensearch-project/ml-commons#5085 · opened

on Sep 22, 2026

[BUG] An explicit JSON null returns 500 instead of 400 on MCP tool register and TEXT_SIMILARITY predict

opensearch-project/ml-commons#5081 · opened

on Sep 22, 2026

1

[BUG] google_cloud/Vertex AI: default trusted endpoints omit *-aiplatform.googleapis.com, and token minting depends on the optional transport-grpc module

opensearch-project/ml-commons#5079 · opened

on Sep 22, 2026

2

[BUG] Trusted-endpoint regex is matched with no time bound and recompiled on every predict

opensearch-project/ml-commons#5078 · opened

on Sep 22, 2026

[BUG] Custom model_id is silently dropped for pre-trained registration, plus three defects on the model-chunk write path

opensearch-project/ml-commons#5077 · opened

on Sep 22, 2026

[BUG] Search Model Group: the resource-sharing branch returns before the admin bypass, so an all_access admin cannot see unshared model groups

opensearch-project/ml-commons#5076 · opened

on Sep 22, 2026

system_prompt skips JSON escaping when its value is itself a JSON object or array

opensearch-project/ml-commons#5070 · opened

on Sep 21, 2026

Memory retention dry-run response: container_id should be memory_container_id, and the two routes return different envelopes

opensearch-project/ml-commons#5061 · opened

on Sep 21, 2026

1

mTLS connector configuration is not validated at create/update; failures surface as 500 at first predict

opensearch-project/ml-commons#5058 · opened

on Sep 21, 2026

2

Corrupt or invalid model documents cannot be deleted: DELETE parses the whole document before deleting

opensearch-project/ml-commons#5057 · opened

on Sep 21, 2026

3

Secure integration tests cannot reach the test cluster: the super-admin client is built from settings instead of the cluster's hosts

opensearch-project/ml-commons#5055 · opened

on Sep 19, 2026

[BUG] Error-status and input-validation inconsistencies: `_predict` returns NPE 500 on a deep/large payload, an unparseable model document is undeletable, and several endpoints 500 where siblings 400

opensearch-project/ml-commons#5038 · opened

on Sep 18, 2026

2

[BUG] Memory retention: an interval change made while `retention_enabled=false` is permanently discarded, and disabling retention never deschedules the job

opensearch-project/ml-commons#5037 · opened

on Sep 18, 2026

[BUG] Unified agent V2: Bedrock S3 media sources are rejected by Bedrock, `max_iteration` cannot be configured, and legacy input returns a 500 with an internal message

opensearch-project/ml-commons#5036 · opened

on Sep 18, 2026

2

[BUG] Agentic search template: derived param-schemas advertise values that hard-fail the query, and a valid Mustache template can be unregisterable

opensearch-project/ml-commons#5035 · opened

on Sep 18, 2026

1

[BUG] Batch inference splitting silently stores wrong vectors in `knn_vector` fields, and several batch/queue config values are unvalidated or ignored

opensearch-project/ml-commons#5033 · opened

on Sep 18, 2026

Onboard ml-model as its own resource type and migrate model-group sharing to models

opensearch-project/ml-commons#5027 · opened

on Sep 17, 2026

2

[BUG] MCP server `tools/call` crashes with ClassCastException when SearchIndexTool is invoked with `return_raw_response: true`

opensearch-project/ml-commons#5010 · opened

on Sep 14, 2026

[FEATURE] [RFC] Dynamic Semantic Tool Selection for ML Commons Agents

opensearch-project/ml-commons#5006 · opened

on Sep 10, 2026

1

[BUG] Model registration fails under security with "Direct self-reference leading to cycle (User[principal])" after Jackson 3.x migration

opensearch-project/ml-commons#4990 · opened

on Aug 26, 2026

5

[RFC] Importance-aware eviction for long-term agentic memory

opensearch-project/ml-commons#4979 · opened

on Aug 11, 2026

1