diff --git a/pyproject.toml b/pyproject.toml
index ab5e324a7..cd5bb0faa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,13 @@
 [project]
 name = "uipath-langchain"
-version = "0.8.11"
+version = "0.8.12"
 description = "Python SDK that enables developers to build and deploy LangGraph agents to the UiPath Cloud Platform"
 readme = { file = "README.md", content-type = "text/markdown" }
 requires-python = ">=3.11"
 dependencies = [
     "uipath>=2.10.0, <2.11.0",
     "uipath-core>=0.5.2, <0.6.0",
-    "uipath-platform>=0.0.8, <0.1.0",
+    "uipath-platform==0.0.17",
     "uipath-runtime>=0.9.1, <0.10.0",
     "langgraph>=1.0.0, <2.0.0",
     "langchain-core>=1.2.11, <2.0.0",
diff --git a/src/uipath_langchain/agent/exceptions/exceptions.py b/src/uipath_langchain/agent/exceptions/exceptions.py
index a63dd5ab0..9eb8bb410 100644
--- a/src/uipath_langchain/agent/exceptions/exceptions.py
+++ b/src/uipath_langchain/agent/exceptions/exceptions.py
@@ -45,6 +45,10 @@ class AgentRuntimeErrorCode(str, Enum):
     # State
     STATE_ERROR = "STATE_ERROR"
 
+    # Context Grounding
+    EPHEMERAL_INDEX_INGESTION_FAILED = "EPHEMERAL_INDEX_FAILED"
+    DEEP_RAG_FAILED = "DEEP_RAG_FAILED"
+
     LLM_INVALID_RESPONSE = "LLM_INVALID_RESPONSE"
     TOOL_INVALID_WRAPPER_STATE = "TOOL_INVALID_WRAPPER_STATE"
 
diff --git a/src/uipath_langchain/agent/tools/context_tool.py b/src/uipath_langchain/agent/tools/context_tool.py
index 472bafe42..ae12efb1e 100644
--- a/src/uipath_langchain/agent/tools/context_tool.py
+++ b/src/uipath_langchain/agent/tools/context_tool.py
@@ -14,16 +14,22 @@
 )
 from uipath.eval.mocks import mockable
 from uipath.platform import UiPath
-from uipath.platform.common import CreateBatchTransform, CreateDeepRag, UiPathConfig
+from uipath.platform.common import CreateBatchTransform, CreateDeepRagRaw, UiPathConfig
 from uipath.platform.context_grounding import (
     BatchTransformOutputColumn,
     CitationMode,
     DeepRagContent,
+    DeepRagStatus,
 )
 from uipath.runtime.errors import UiPathErrorCategory
 
 from uipath_langchain._utils import get_execution_folder_path
-from uipath_langchain.agent.exceptions import AgentStartupError, AgentStartupErrorCode
+from uipath_langchain.agent.exceptions import (
+    AgentRuntimeError,
+    AgentRuntimeErrorCode,
+    AgentStartupError,
+    AgentStartupErrorCode,
+)
 from uipath_langchain.agent.react.jsonschema_pydantic_converter import (
     create_model as create_model_from_schema,
 )
@@ -261,7 +267,7 @@ async def context_tool_fn(
 
         @durable_interrupt
         async def create_deep_rag():
-            return CreateDeepRag(
+            return CreateDeepRagRaw(
                 name=f"task-{uuid.uuid4()}",
                 index_name=index_name,
                 prompt=actual_prompt,
@@ -270,7 +276,24 @@ async def create_deep_rag():
                 glob_pattern=glob_pattern,
             )
 
-        return await create_deep_rag()
+        result = await create_deep_rag()
+
+        if result.last_deep_rag_status == DeepRagStatus.FAILED:
+            raise AgentRuntimeError(
+                code=AgentRuntimeErrorCode.DEEP_RAG_FAILED,
+                title="Deep RAG task failed",
+                detail=str(result.failure_reason)
+                if result.failure_reason
+                else "Deep RAG task failed.",
+                category=UiPathErrorCategory.USER,
+            )
+
+        if result.content:
+            content = result.content.model_dump()
+            content["deepRagId"] = result.id
+            return content
+
+        return {"status": result.last_deep_rag_status, "__internal": "NO_CONTENT"}
 
     return StructuredToolWithArgumentProperties(
         name=tool_name,
diff --git a/src/uipath_langchain/agent/tools/internal_tools/deeprag_tool.py b/src/uipath_langchain/agent/tools/internal_tools/deeprag_tool.py
index 9effde108..e324478d8 100644
--- a/src/uipath_langchain/agent/tools/internal_tools/deeprag_tool.py
+++ b/src/uipath_langchain/agent/tools/internal_tools/deeprag_tool.py
@@ -12,17 +12,24 @@
 )
 from uipath.eval.mocks import mockable
 from uipath.platform import UiPath
-from uipath.platform.common import CreateDeepRag, WaitEphemeralIndex
+from uipath.platform.common import CreateDeepRagRaw, WaitEphemeralIndexRaw
 from uipath.platform.context_grounding import (
     CitationMode,
+    DeepRagStatus,
     EphemeralIndexUsage,
+    IndexStatus,
 )
 from uipath.platform.context_grounding.context_grounding_index import (
     ContextGroundingIndex,
 )
 from uipath.runtime.errors import UiPathErrorCategory
 
-from uipath_langchain.agent.exceptions import AgentStartupError, AgentStartupErrorCode
+from uipath_langchain.agent.exceptions import (
+    AgentRuntimeError,
+    AgentRuntimeErrorCode,
+    AgentStartupError,
+    AgentStartupErrorCode,
+)
 from uipath_langchain.agent.react.jsonschema_pydantic_converter import create_model
 from uipath_langchain.agent.react.types import AgentGraphState
 from uipath_langchain.agent.tools.durable_interrupt import (
@@ -125,7 +132,7 @@ async def create_ephemeral_index():
                     )
                 )
                 if ephemeral_index.in_progress_ingestion():
-                    return WaitEphemeralIndex(index=ephemeral_index)
+                    return WaitEphemeralIndexRaw(index=ephemeral_index)
                 return ReadyEphemeralIndex(index=ephemeral_index)
 
             index_result = await create_ephemeral_index()
@@ -134,9 +141,22 @@ async def create_ephemeral_index():
             else:
                 ephemeral_index = index_result
 
+            if ephemeral_index.last_ingestion_status == IndexStatus.FAILED:
+                detail = (
+                    f"Attachment ingestion failed. Please check all your attachments are valid. Error: {ephemeral_index.last_ingestion_failure_reason}"
+                    if ephemeral_index.last_ingestion_failure_reason
+                    else "Ephemeral index ingestion failed."
+                )
+                raise AgentRuntimeError(
+                    code=AgentRuntimeErrorCode.EPHEMERAL_INDEX_INGESTION_FAILED,
+                    title="Ephemeral index ingestion failed",
+                    detail=detail,
+                    category=UiPathErrorCategory.USER,
+                )
+
             @durable_interrupt
             async def create_deeprag():
-                return CreateDeepRag(
+                return CreateDeepRagRaw(
                     name=f"task-{uuid.uuid4()}",
                     index_name=ephemeral_index.name,
                     index_id=ephemeral_index.id,
@@ -147,7 +167,22 @@ async def create_deeprag():
 
             result = await create_deeprag()
 
-            return result
+            if result.last_deep_rag_status == DeepRagStatus.FAILED:
+                raise AgentRuntimeError(
+                    code=AgentRuntimeErrorCode.DEEP_RAG_FAILED,
+                    title="Deep RAG task failed",
+                    detail=str(result.failure_reason)
+                    if result.failure_reason
+                    else "Deep RAG task failed.",
+                    category=UiPathErrorCategory.USER,
+                )
+
+            if result.content:
+                content = result.content.model_dump()
+                content["deepRagId"] = result.id
+                return content
+
+            return {"status": result.last_deep_rag_status, "__internal": "NO_CONTENT"}
 
         return await invoke_deeprag(**kwargs)
 
diff --git a/tests/agent/tools/internal_tools/test_deeprag_tool.py b/tests/agent/tools/internal_tools/test_deeprag_tool.py
index 3934bb73e..8446a75ef 100644
--- a/tests/agent/tools/internal_tools/test_deeprag_tool.py
+++ b/tests/agent/tools/internal_tools/test_deeprag_tool.py
@@ -16,10 +16,17 @@
     DeepRagFileExtension,
     DeepRagFileExtensionSetting,
 )
+from uipath.platform.context_grounding import (
+    DeepRagResponse,
+    DeepRagStatus,
+    IndexStatus,
+)
+from uipath.platform.context_grounding.context_grounding import DeepRagContent
 from uipath.platform.context_grounding.context_grounding_index import (
     ContextGroundingIndex,
 )
 
+from uipath_langchain.agent.exceptions import AgentRuntimeError, AgentRuntimeErrorCode
 from uipath_langchain.agent.tools.internal_tools.deeprag_tool import (
     create_deeprag_tool,
 )
@@ -152,8 +159,16 @@ async def test_create_deeprag_tool_static_query_index_ready(
 
         # Index is ready → ReadyEphemeralIndex skips interrupt() (no scratchpad in tests).
         # Only create_deeprag calls interrupt().
+        deeprag_id = str(uuid.uuid4())
         mock_interrupt.side_effect = [
-            {"text": "Deep RAG analysis result"},
+            DeepRagResponse(
+                id=deeprag_id,
+                name="test-deeprag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="Deep RAG analysis result", citations=[]),
+                failure_reason=None,
+            ),
         ]
 
         mock_wrapper = Mock()
@@ -175,7 +190,11 @@ async def test_create_deeprag_tool_static_query_index_ready(
         result = await tool.coroutine(attachment=mock_attachment)
 
         # Verify result
-        assert result == {"text": "Deep RAG analysis result"}
+        assert result == {
+            "text": "Deep RAG analysis result",
+            "citations": [],
+            "deepRagId": deeprag_id,
+        }
 
         # Verify ephemeral index was created
         mock_uipath.context_grounding.create_ephemeral_index_async.assert_called_once()
@@ -228,9 +247,19 @@ async def test_create_deeprag_tool_static_query_wait_for_ingestion(
         )
 
         # First interrupt returns completed index, second returns DeepRAG result
+        deeprag_id = str(uuid.uuid4())
         mock_interrupt.side_effect = [
             mock_index_complete,
-            {"text": "Deep RAG analysis after waiting"},
+            DeepRagResponse(
+                id=deeprag_id,
+                name="test-deeprag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(
+                    text="Deep RAG analysis after waiting", citations=[]
+                ),
+                failure_reason=None,
+            ),
         ]
 
         mock_wrapper = Mock()
@@ -248,7 +277,11 @@ async def test_create_deeprag_tool_static_query_wait_for_ingestion(
         result = await tool.coroutine(attachment=mock_attachment)
 
         # Verify result
-        assert result == {"text": "Deep RAG analysis after waiting"}
+        assert result == {
+            "text": "Deep RAG analysis after waiting",
+            "citations": [],
+            "deepRagId": deeprag_id,
+        }
 
         # Verify interrupt was called twice (WaitEphemeralIndex + CreateDeepRag)
         assert mock_interrupt.call_count == 2
@@ -286,8 +319,16 @@ async def test_create_deeprag_tool_dynamic_query(
         )
 
         # Index is ready → ReadyEphemeralIndex skips interrupt(). Only create_deeprag fires.
+        deeprag_id = str(uuid.uuid4())
         mock_interrupt.side_effect = [
-            {"content": "Dynamic query result"},
+            DeepRagResponse(
+                id=deeprag_id,
+                name="test-deeprag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="Dynamic query result", citations=[]),
+                failure_reason=None,
+            ),
         ]
 
         mock_wrapper = Mock()
@@ -307,7 +348,11 @@ async def test_create_deeprag_tool_dynamic_query(
         )
 
         # Verify result
-        assert result == {"content": "Dynamic query result"}
+        assert result == {
+            "text": "Dynamic query result",
+            "citations": [],
+            "deepRagId": deeprag_id,
+        }
 
     @patch(
         "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
@@ -345,6 +390,286 @@ async def test_create_deeprag_tool_missing_query_dynamic(
         with pytest.raises(ValueError, match="Query is required for DeepRAG tool"):
             await tool.coroutine(attachment=mock_attachment)
 
+    @patch(
+        "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
+    )
+    @patch("uipath_langchain.agent.tools.internal_tools.deeprag_tool.UiPath")
+    @patch("uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt")
+    @patch(
+        "uipath_langchain.agent.tools.internal_tools.deeprag_tool.mockable",
+        lambda **kwargs: lambda f: f,
+    )
+    async def test_invoke_returns_error_message_on_failed_deeprag(
+        self,
+        mock_interrupt,
+        mock_uipath_class,
+        mock_get_wrapper,
+        resource_config_static,
+        mock_llm,
+    ):
+        """Test that tool returns failure_reason string when DeepRAG processing fails."""
+        mock_uipath = AsyncMock()
+        mock_uipath_class.return_value = mock_uipath
+
+        mock_index = ContextGroundingIndex(
+            id=str(uuid.uuid4()),
+            name="ephemeral-index-123",
+            last_ingestion_status=IndexStatus.SUCCESSFUL,
+        )
+        mock_uipath.context_grounding.create_ephemeral_index_async = AsyncMock(
+            return_value=mock_index
+        )
+
+        failed_deep_rag = DeepRagResponse(
+            id=str(uuid.uuid4()),
+            name="test-deeprag",
+            created_date="2024-01-01",
+            last_deep_rag_status=DeepRagStatus.FAILED,
+            content=None,
+            failure_reason="DeepRAG processing failed due to an internal error",
+        )
+
+        # Index is ready (no interrupt for index), DeepRAG fails
+        mock_interrupt.side_effect = [failed_deep_rag]
+
+        mock_wrapper = Mock()
+        mock_get_wrapper.return_value = mock_wrapper
+
+        tool = create_deeprag_tool(resource_config_static, mock_llm)
+
+        mock_attachment = MockAttachment(
+            ID=str(uuid.uuid4()), FullName="test.pdf", MimeType="application/pdf"
+        )
+
+        assert tool.coroutine is not None
+        with pytest.raises(AgentRuntimeError) as exc_info:
+            await tool.coroutine(attachment=mock_attachment)
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.DEEP_RAG_FAILED
+        )
+        assert "DeepRAG processing failed due to an internal error" in str(
+            exc_info.value
+        )
+        assert mock_interrupt.call_count == 1
+
+    @patch(
+        "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
+    )
+    @patch("uipath_langchain.agent.tools.internal_tools.deeprag_tool.UiPath")
+    @patch(
+        "uipath_langchain.agent.tools.internal_tools.deeprag_tool.mockable",
+        lambda **kwargs: lambda f: f,
+    )
+    async def test_invoke_returns_error_message_on_failed_ephemeral_index(
+        self,
+        mock_uipath_class,
+        mock_get_wrapper,
+        resource_config_static,
+        mock_llm,
+    ):
+        """Test that tool returns failure reason when ephemeral index fails immediately."""
+        mock_uipath = AsyncMock()
+        mock_uipath_class.return_value = mock_uipath
+
+        mock_index = ContextGroundingIndex(
+            id=str(uuid.uuid4()),
+            name="ephemeral-index-123",
+            last_ingestion_status=IndexStatus.FAILED,
+            last_ingestion_failure_reason="Ingestion failed due to unsupported file format",
+        )
+        mock_uipath.context_grounding.create_ephemeral_index_async = AsyncMock(
+            return_value=mock_index
+        )
+
+        mock_wrapper = Mock()
+        mock_get_wrapper.return_value = mock_wrapper
+
+        tool = create_deeprag_tool(resource_config_static, mock_llm)
+
+        mock_attachment = MockAttachment(
+            ID=str(uuid.uuid4()), FullName="test.pdf", MimeType="application/pdf"
+        )
+
+        assert tool.coroutine is not None
+        with pytest.raises(AgentRuntimeError) as exc_info:
+            await tool.coroutine(attachment=mock_attachment)
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.EPHEMERAL_INDEX_INGESTION_FAILED
+        )
+        assert (
+            "Attachment ingestion failed. Please check all your attachments are valid. Error: Ingestion failed due to unsupported file format"
+            in str(exc_info.value)
+        )
+
+    @patch(
+        "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
+    )
+    @patch("uipath_langchain.agent.tools.internal_tools.deeprag_tool.UiPath")
+    @patch("uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt")
+    @patch(
+        "uipath_langchain.agent.tools.internal_tools.deeprag_tool.mockable",
+        lambda **kwargs: lambda f: f,
+    )
+    async def test_invoke_returns_error_message_on_failed_ephemeral_index_after_wait(
+        self,
+        mock_interrupt,
+        mock_uipath_class,
+        mock_get_wrapper,
+        resource_config_static,
+        mock_llm,
+    ):
+        """Test that tool returns failure reason when ephemeral index fails after waiting."""
+        mock_uipath = AsyncMock()
+        mock_uipath_class.return_value = mock_uipath
+
+        pending_id = str(uuid.uuid4())
+        mock_index_pending = ContextGroundingIndex(
+            id=pending_id,
+            name="ephemeral-index-456",
+            last_ingestion_status=IndexStatus.IN_PROGRESS,
+        )
+        mock_uipath.context_grounding.create_ephemeral_index_async = AsyncMock(
+            return_value=mock_index_pending
+        )
+
+        mock_index_failed = {
+            "id": pending_id,
+            "name": mock_index_pending.name,
+            "last_ingestion_status": "Failed",
+            "last_ingestion_failure_reason": "Ingestion failed during processing",
+        }
+
+        # First (and only) interrupt returns the failed index; DeepRAG is never reached
+        mock_interrupt.side_effect = [mock_index_failed]
+
+        mock_wrapper = Mock()
+        mock_get_wrapper.return_value = mock_wrapper
+
+        tool = create_deeprag_tool(resource_config_static, mock_llm)
+
+        mock_attachment = MockAttachment(
+            ID=str(uuid.uuid4()), FullName="test.pdf", MimeType="application/pdf"
+        )
+
+        assert tool.coroutine is not None
+        with pytest.raises(AgentRuntimeError) as exc_info:
+            await tool.coroutine(attachment=mock_attachment)
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.EPHEMERAL_INDEX_INGESTION_FAILED
+        )
+        assert (
+            "Attachment ingestion failed. Please check all your attachments are valid. Error: Ingestion failed during processing"
+            in str(exc_info.value)
+        )
+        assert mock_interrupt.call_count == 1
+
+    @patch(
+        "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
+    )
+    @patch("uipath_langchain.agent.tools.internal_tools.deeprag_tool.UiPath")
+    @patch("uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt")
+    @patch(
+        "uipath_langchain.agent.tools.internal_tools.deeprag_tool.mockable",
+        lambda **kwargs: lambda f: f,
+    )
+    async def test_failed_deeprag_with_null_failure_reason_uses_fallback_message(
+        self,
+        mock_interrupt,
+        mock_uipath_class,
+        mock_get_wrapper,
+        resource_config_static,
+        mock_llm,
+    ):
+        """Test that a fallback detail message is used when DeepRAG failure_reason is None."""
+        mock_uipath = AsyncMock()
+        mock_uipath_class.return_value = mock_uipath
+
+        mock_index = ContextGroundingIndex(
+            id=str(uuid.uuid4()),
+            name="ephemeral-index-123",
+            last_ingestion_status=IndexStatus.SUCCESSFUL,
+        )
+        mock_uipath.context_grounding.create_ephemeral_index_async = AsyncMock(
+            return_value=mock_index
+        )
+
+        mock_interrupt.side_effect = [
+            DeepRagResponse(
+                id=str(uuid.uuid4()),
+                name="test-deeprag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.FAILED,
+                content=None,
+                failure_reason=None,
+            )
+        ]
+
+        mock_wrapper = Mock()
+        mock_get_wrapper.return_value = mock_wrapper
+
+        tool = create_deeprag_tool(resource_config_static, mock_llm)
+        mock_attachment = MockAttachment(
+            ID=str(uuid.uuid4()), FullName="test.pdf", MimeType="application/pdf"
+        )
+
+        assert tool.coroutine is not None
+        with pytest.raises(AgentRuntimeError) as exc_info:
+            await tool.coroutine(attachment=mock_attachment)
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.DEEP_RAG_FAILED
+        )
+        assert "Deep RAG task failed." in str(exc_info.value)
+
+    @patch(
+        "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
+    )
+    @patch("uipath_langchain.agent.tools.internal_tools.deeprag_tool.UiPath")
+    @patch(
+        "uipath_langchain.agent.tools.internal_tools.deeprag_tool.mockable",
+        lambda **kwargs: lambda f: f,
+    )
+    async def test_failed_ephemeral_index_with_null_failure_reason_uses_fallback_message(
+        self,
+        mock_uipath_class,
+        mock_get_wrapper,
+        resource_config_static,
+        mock_llm,
+    ):
+        """Test that a fallback detail message is used when ephemeral index failure_reason is None."""
+        mock_uipath = AsyncMock()
+        mock_uipath_class.return_value = mock_uipath
+
+        mock_index = ContextGroundingIndex(
+            id=str(uuid.uuid4()),
+            name="ephemeral-index-123",
+            last_ingestion_status=IndexStatus.FAILED,
+            last_ingestion_failure_reason=None,
+        )
+        mock_uipath.context_grounding.create_ephemeral_index_async = AsyncMock(
+            return_value=mock_index
+        )
+
+        mock_wrapper = Mock()
+        mock_get_wrapper.return_value = mock_wrapper
+
+        tool = create_deeprag_tool(resource_config_static, mock_llm)
+        mock_attachment = MockAttachment(
+            ID=str(uuid.uuid4()), FullName="test.pdf", MimeType="application/pdf"
+        )
+
+        assert tool.coroutine is not None
+        with pytest.raises(AgentRuntimeError) as exc_info:
+            await tool.coroutine(attachment=mock_attachment)
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.EPHEMERAL_INDEX_INGESTION_FAILED
+        )
+        assert "Ephemeral index ingestion failed." in str(exc_info.value)
+
     @patch(
         "uipath_langchain.agent.wrappers.job_attachment_wrapper.get_job_attachment_wrapper"
     )
diff --git a/tests/agent/tools/test_context_tool.py b/tests/agent/tools/test_context_tool.py
index 47f207f50..8968291c3 100644
--- a/tests/agent/tools/test_context_tool.py
+++ b/tests/agent/tools/test_context_tool.py
@@ -16,6 +16,8 @@
 from uipath.platform.context_grounding import (
     CitationMode,
     DeepRagContent,
+    DeepRagResponse,
+    DeepRagStatus,
 )
 
 from uipath_langchain.agent.exceptions import AgentStartupError, AgentStartupErrorCode
@@ -182,7 +184,14 @@ async def test_tool_with_different_citation_modes(self, base_resource_config):
             with patch(
                 "uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt"
             ) as mock_interrupt:
-                mock_interrupt.return_value = {"mocked": "response"}
+                mock_interrupt.return_value = DeepRagResponse(
+                    id="mocked-id",
+                    name="mocked-deep-rag",
+                    created_date="2024-01-01",
+                    last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                    content=DeepRagContent(text="mocked response", citations=[]),
+                    failure_reason=None,
+                )
                 assert tool.coroutine is not None
                 await tool.coroutine()
 
@@ -204,7 +213,14 @@ async def test_unique_task_names_on_multiple_invocations(
         with patch(
             "uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt"
         ) as mock_interrupt:
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
 
             # Invoke the tool multiple times
             assert tool.coroutine is not None
@@ -265,7 +281,14 @@ async def test_dynamic_query_uses_provided_query(self, base_resource_config):
         with patch(
             "uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt"
         ) as mock_interrupt:
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             await tool.coroutine(query="runtime provided query")
 
@@ -286,13 +309,56 @@ async def test_deep_rag_uses_execution_folder_path(self, base_resource_config):
         with patch(
             "uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt"
         ) as mock_interrupt:
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             await tool.coroutine()
 
             deep_rag_arg = mock_interrupt.call_args[0][0]
             assert deep_rag_arg.index_folder_path == "/Shared/TestFolder"
 
+    @pytest.mark.asyncio
+    async def test_failed_deep_rag_with_null_failure_reason_uses_fallback_message(
+        self, base_resource_config
+    ):
+        """Test that a fallback detail message is used when failure_reason is None."""
+        from uipath_langchain.agent.exceptions import (
+            AgentRuntimeError,
+            AgentRuntimeErrorCode,
+        )
+
+        resource = base_resource_config(
+            query_value="test query",
+            citation_mode_value=AgentContextValueSetting(value="Inline"),
+        )
+        tool = handle_deep_rag("test_tool", resource)
+
+        with patch(
+            "uipath_langchain.agent.tools.durable_interrupt.decorator.interrupt"
+        ) as mock_interrupt:
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.FAILED,
+                content=None,
+                failure_reason=None,
+            )
+            assert tool.coroutine is not None
+            with pytest.raises(AgentRuntimeError) as exc_info:
+                await tool.coroutine()
+
+        assert exc_info.value.error_info.code == AgentRuntimeError.full_code(
+            AgentRuntimeErrorCode.DEEP_RAG_FAILED
+        )
+        assert "Deep RAG task failed." in str(exc_info.value)
+
 
 class TestCreateContextTool:
     """Test cases for create_context_tool function."""
@@ -670,7 +736,14 @@ async def test_static_query_batch_transform_uses_predefined_query(
                 return_value=mock_uipath,
             ),
         ):
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             await tool.coroutine(destination_path="/output/result.csv")
 
@@ -718,7 +791,14 @@ async def test_dynamic_query_batch_transform_uses_provided_query(self):
                 return_value=mock_uipath,
             ),
         ):
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             await tool.coroutine(
                 query="runtime provided query", destination_path="/output/result.csv"
@@ -746,7 +826,14 @@ async def test_static_query_batch_transform_uses_default_destination_path(
                 return_value=mock_uipath,
             ),
         ):
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             # Call without providing destination_path
             await tool.coroutine()
@@ -795,7 +882,14 @@ async def test_dynamic_query_batch_transform_uses_default_destination_path(self)
                 return_value=mock_uipath,
             ),
         ):
-            mock_interrupt.return_value = {"mocked": "response"}
+            mock_interrupt.return_value = DeepRagResponse(
+                id="mocked-id",
+                name="mocked-deep-rag",
+                created_date="2024-01-01",
+                last_deep_rag_status=DeepRagStatus.SUCCESSFUL,
+                content=DeepRagContent(text="mocked response", citations=[]),
+                failure_reason=None,
+            )
             assert tool.coroutine is not None
             # Call with only query, no destination_path
             await tool.coroutine(query="runtime provided query")
diff --git a/uv.lock b/uv.lock
index 09e4aa129..e92d25b35 100644
--- a/uv.lock
+++ b/uv.lock
@@ -191,44 +191,44 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.42.49"
+version = "1.42.60"
 source = { registry = "https://pypi.org/simple" }
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     { name = "jmespath" },
     { name = "s3transfer" },
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+sdist = { url = "https://files.pythonhosted.org/packages/b8/e0/071e00265d3d8127b28c27ba3918ba283f49b39943864a389ac3f5096ef3/boto3-1.42.60.tar.gz", hash = "sha256:3d549d15c821dcc871a0821319049e7d493ae3317121eb01e4b1f5230c19d5d4", size = 112786, upload-time = "2026-03-03T21:21:07.199Z" }
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+    { url = "https://files.pythonhosted.org/packages/ed/30/156ff2b5afb7dd03383b5f97d0e32535e9c0e783917380c476fe2fbc1874/boto3-1.42.60-py3-none-any.whl", hash = "sha256:c0cc3d93cd76c99461f6e109e04bb020defe3ffcd04c6163c72836dff5591614", size = 140554, upload-time = "2026-03-03T21:21:05.194Z" },
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 [[package]]
 name = "boto3-stubs"
-version = "1.42.49"
+version = "1.42.60"
 source = { registry = "https://pypi.org/simple" }
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+    { url = "https://files.pythonhosted.org/packages/77/6b/4f13c623b08a2160b3b6b69a70e37db01f9d6238611a875be8b2c7ed3b4f/boto3_stubs-1.42.60-py3-none-any.whl", hash = "sha256:5f1a55c8bfcaca3c02c0e70d485373c7663f5eca3aeeebd8f36a112e47e2d1dd", size = 69827, upload-time = "2026-03-03T21:38:33.429Z" },
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 [[package]]
 name = "botocore"
-version = "1.42.49"
+version = "1.42.60"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "python-dateutil" },
     { name = "urllib3" },
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+    { url = "https://files.pythonhosted.org/packages/8d/63/5cf970a00e9ddcbb9e65ecc79276717a9555a77d3d0571bd962676e19c3b/botocore-1.42.60-py3-none-any.whl", hash = "sha256:d8b4aab06cc134e21d294c068cb94e0eeb59bacd27c836fb6b882b61433df2f4", size = 14621726, upload-time = "2026-03-03T21:20:47.935Z" },
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 [[package]]
@@ -245,11 +245,11 @@ wheels = [
 
 [[package]]
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-version = "2026.1.4"
+version = "2026.2.25"
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+sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
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 [[package]]
@@ -608,11 +608,11 @@ wheels = [
 
 [[package]]
 name = "filelock"
-version = "3.24.2"
+version = "3.25.0"
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+    { url = "https://files.pythonhosted.org/packages/f9/0b/de6f54d4a8bedfe8645c41497f3c18d749f0bd3218170c667bf4b81d0cdd/filelock-3.25.0-py3-none-any.whl", hash = "sha256:5ccf8069f7948f494968fc0713c10e5c182a9c9d9eef3a636307a20c2490f047", size = 26427, upload-time = "2026-03-01T15:08:44.593Z" },
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 [[package]]
@@ -735,7 +735,7 @@ version = "0.6.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "google-api-core", version = "2.25.2", source = { registry = "https://pypi.org/simple" }, extra = ["grpc"], marker = "python_full_version >= '3.14'" },
-    { name = "google-api-core", version = "2.29.0", source = { registry = "https://pypi.org/simple" }, extra = ["grpc"], marker = "python_full_version < '3.14'" },
+    { name = "google-api-core", version = "2.30.0", source = { registry = "https://pypi.org/simple" }, extra = ["grpc"], marker = "python_full_version < '3.14'" },
     { name = "google-auth" },
     { name = "proto-plus" },
     { name = "protobuf" },
@@ -772,7 +772,7 @@ grpc = [
 
 [[package]]
 name = "google-api-core"
-version = "2.29.0"
+version = "2.30.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
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@@ -785,9 +785,9 @@ dependencies = [
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     { name = "requests", marker = "python_full_version < '3.14'" },
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 [package.optional-dependencies]
@@ -798,19 +798,19 @@ grpc = [
 
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+version = "2.191.0"
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-    { name = "google-api-core", version = "2.29.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "google-api-core", version = "2.30.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
     { name = "google-auth" },
     { name = "google-auth-httplib2" },
     { name = "httplib2" },
     { name = "uritemplate" },
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 [[package]]
@@ -847,7 +847,7 @@ wheels = [
 
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@@ -861,9 +861,9 @@ dependencies = [
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