feat: add jinaai/jina-embeddings-v4-vllm-retrieval (#144)

* feat: add jinaai/jina-embeddings-v4-vllm-retrieval

* doc: update doc for jinaai/jina-embeddings-v4-vllm-retrieval

* chore: code cleanup

Author: yanbasic

docs/en/supported_models.md

@@ -71,6 +71,7 @@
 | bge-base-en-v1.5                     | bge                      | embedding   | g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                                            | sagemaker_realtime,ecs                 | ✅                     |
 | bge-m3                               | bge                      | embedding   | g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                                            | sagemaker_realtime,ecs                 | ✅                     |
 | jina-embeddings-v3                   | jina                     | embedding   | g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                                            | sagemaker_realtime,ecs                 | ✅                     |
+| jina-embeddings-v4                   | jina                     | embedding   | g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                                            | sagemaker_realtime,ecs                 | ✅                     |
 | bge-reranker-v2-m3                   | bge                      | rerank      | g4dn.2xlarge,g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                               | sagemaker_realtime,ecs                 | ✅                     |
 | bge-reranker-large                   | bge                      | rerank      | g4dn.2xlarge,g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                               | sagemaker_realtime,ecs                 | ✅                     |
 | jina-reranker-v2-base-multilingual   | jina                     | rerank      | g5.xlarge,g5.2xlarge,g5.4xlarge,g5.8xlarge,g5.16xlarge                                                                                                                                            | sagemaker_realtime,ecs                 | ✅                     |

src/emd/models/embeddings/jina.py

@@ -53,3 +53,32 @@
         model_series=JINA_SERIES
     )
 )
+
+Model.register(
+    dict(
+        model_id = "jina-embeddings-v4-vllm-retrieval",
+        supported_engines=[huggingface_embedding_engine449],
+        supported_instances=[
+            g5dxlarge_instance,
+            g5d2xlarge_instance,
+            g5d4xlarge_instance,
+            g5d8xlarge_instance
+        ],
+        supported_services=[
+            sagemaker_service,
+            ecs_service,
+            local_service
+        ],
+        supported_frameworks=[
+            fastapi_framework
+        ],
+        allow_china_region=True,
+        huggingface_model_id="jinaai/jina-embeddings-v4-vllm-retrieval",
+        modelscope_model_id="jinaai/jina-embeddings-v4-vllm-retrieval",
+        require_huggingface_token=False,
+        application_scenario="RAG",
+        model_type=ModelType.EMBEDDING,
+        description="jina-embeddings-v4 is a universal embedding model for multimodal and multilingual retrieval",
+        model_series=JINA_SERIES
+    )
+)