feat: support Space rerank models (#2358)

Co-authored-by: chan <dadachann@users.noreply.github.com>

tests/unit_tests/provider/test_litellmchat.py

@@ -1147,6 +1147,46 @@ class TestInvokeRerank:
         assert results[0]['relevance_score'] == 1.0
         assert results[1]['relevance_score'] == 0.0
 
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        ('model_extra_args', 'expected_url'),
+        [
+            ({'rerank_path': 'reranks'}, 'https://gateway.example.com/v1/reranks'),
+            ({'rerank_url': 'https://rerank.example.com/api/rerank'}, 'https://rerank.example.com/api/rerank'),
+        ],
+    )
+    async def test_invoke_rerank_openai_compatible_endpoint_override(self, model_extra_args, expected_url):
+        """Endpoint configuration controls routing and is not sent in the Cohere body."""
+        requester = litellmchat.LiteLLMRequester(
+            ap=Mock(),
+            config={
+                'base_url': 'https://gateway.example.com/v1/',
+                'custom_llm_provider': 'openai',
+            },
+        )
+        model = MockRuntimeRerankModel('Qwen3-Reranker-8B', 'test-api-key')
+        model.model_entity.extra_args = model_extra_args
+
+        mock_resp = Mock()
+        mock_resp.raise_for_status = Mock()
+        mock_resp.json = Mock(return_value={'results': [{'index': 0, 'relevance_score': 0.8}]})
+        mock_client = AsyncMock()
+        mock_client.post = AsyncMock(return_value=mock_resp)
+        mock_client.__aenter__ = AsyncMock(return_value=mock_client)
+        mock_client.__aexit__ = AsyncMock(return_value=False)
+
+        with patch('httpx.AsyncClient', return_value=mock_client):
+            await requester.invoke_rerank(model=model, query='query', documents=['document'])
+
+        assert mock_client.post.call_args.args[0] == expected_url
+        payload = mock_client.post.call_args.kwargs['json']
+        assert payload == {
+            'model': 'Qwen3-Reranker-8B',
+            'query': 'query',
+            'documents': ['document'],
+            'top_n': 1,
+        }
+
 
 class TestConvertMessages:
     """Test _convert_messages method"""

tests/unit_tests/provider/test_model_manager.py

@@ -8,7 +8,8 @@ and error handling without calling real LLM APIs.
 from __future__ import annotations
 
 import pytest
-from unittest.mock import Mock
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, Mock
 
 from langbot.pkg.provider.modelmgr.modelmgr import ModelManager
 from langbot.pkg.provider.modelmgr import requester
@@ -62,6 +63,48 @@ async def test_model_manager_skips_space_sync_when_disabled(mock_app_for_modelmg
     app.space_service.get_models.assert_not_called()
 
 
+@pytest.mark.asyncio
+async def test_sync_new_models_from_space_creates_rerank_models(mock_app_for_modelmgr):
+    """Space rerank entries are discovered and persisted under the shared provider."""
+    app = mock_app_for_modelmgr
+    provider = persistence_model.ModelProvider(
+        uuid='space-provider',
+        name='LangBot Space',
+        requester='space-chat-completions',
+        base_url='https://api.langbot.cloud/v1',
+        api_keys=['space-key'],
+    )
+    app.persistence_mgr.execute_async = AsyncMock(return_value=_make_mock_result([provider], first_item=provider))
+    app.space_service.get_models = AsyncMock(
+        return_value=[
+            SimpleNamespace(
+                uuid='rerank-model-uuid',
+                model_id='Qwen3-Reranker-8B',
+                category='rerank',
+                featured_order=10,
+            )
+        ]
+    )
+    app.llm_model_service.get_llm_models = AsyncMock(return_value=[])
+    app.embedding_models_service.get_embedding_models = AsyncMock(return_value=[])
+    app.rerank_models_service = AsyncMock()
+    app.rerank_models_service.get_rerank_models = AsyncMock(return_value=[])
+
+    model_mgr = ModelManager(app)
+    await model_mgr.sync_new_models_from_space()
+
+    app.rerank_models_service.create_rerank_model.assert_awaited_once_with(
+        {
+            'uuid': 'rerank-model-uuid',
+            'name': 'Qwen3-Reranker-8B',
+            'provider_uuid': 'space-provider',
+            'extra_args': {},
+            'prefered_ranking': 10,
+        },
+        preserve_uuid=True,
+    )
+
+
 # ============================================================================
 # Model Loading Tests
 # ============================================================================