Update pretrained model list (#560)

Signed-off-by: Nathalie Jonathan <[email protected]>

Author: nathaliellenaa

CHANGELOG.md

@@ -32,6 +32,7 @@ Inspired from [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 - Update pretrained_models_all_versions.json (2025-06-02 17:57:40) by @nathaliellenaa ([#547](https://github.com/opensearch-project/opensearch-py-ml/pull/547))
 - Update pretrained_models_all_versions.json by @nathaliellenaa ([#548](https://github.com/opensearch-project/opensearch-py-ml/pull/548))
 - Update model upload history -  opensearch-project/opensearch-semantic-highlighter-v1 (v.1.0.0)(TORCH_SCRIPT) by @nathaliellenaa ([#550](https://github.com/opensearch-project/opensearch-py-ml/pull/550))
+- Update pretrained_models_all_versions.json by @nathaliellenaa ([#560](https://github.com/opensearch-project/opensearch-py-ml/pull/560))
 
 ### Fixed
 - Fix for uploading models with function_name instead of model_task ([#553](https://github.com/opensearch-project/opensearch-py-ml/pull/553))

utils/model_uploader/model_listing/pretrained_models_all_versions.json

@@ -309,6 +309,17 @@
       }
     }
   },
+  {
+    "name": "amazon/neural-sparse/opensearch-neural-sparse-encoding-doc-v3-gte",
+    "versions": {
+      "1.0.0": {
+        "format": [
+          "torch_script"
+        ],
+        "description": "This is a neural sparse encoding model: It transfers text into sparse vector, and then extract nonzero index and value to entry and weights. It serves only in ingestion and customer should use tokenizer model in query."
+      }
+    }
+  },
   {
     "name": "amazon/sentence-highlighting/opensearch-semantic-highlighter-v1",
     "versions": {