diff --git a/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/report.py b/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/report.py
index f12ca8a90..97f012414 100644
--- a/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/report.py
+++ b/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/report.py
@@ -16,7 +16,7 @@ from app.agents.shared.receipt import make_receipt
 from app.agents.shared.receipt_command import with_receipt
 from app.db import Report, shielded_async_session
 from app.services.connector_service import ConnectorService
-from app.services.llm_service import get_document_summary_llm
+from app.services.llm_service import get_agent_llm
 
 logger = logging.getLogger(__name__)
 
@@ -767,7 +767,7 @@ def create_generate_report_tool(
                             "creating standalone report"
                         )
 
-                llm = await get_document_summary_llm(read_session, search_space_id)
+                llm = await get_agent_llm(read_session, search_space_id)
             # read_session closed — connection returned to pool
 
             if not llm:
diff --git a/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/resume.py b/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/resume.py
index ad16b7ba7..86332ccbe 100644
--- a/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/resume.py
+++ b/surfsense_backend/app/agents/multi_agent_chat/subagents/builtins/deliverables/tools/resume.py
@@ -17,7 +17,7 @@ from langgraph.types import Command
 from app.agents.shared.receipt import make_receipt
 from app.agents.shared.receipt_command import with_receipt
 from app.db import Report, shielded_async_session
-from app.services.llm_service import get_document_summary_llm
+from app.services.llm_service import get_agent_llm
 
 logger = logging.getLogger(__name__)
 
@@ -578,7 +578,7 @@ def create_generate_resume_tool(
                             f"(group {report_group_id})"
                         )
 
-                llm = await get_document_summary_llm(read_session, search_space_id)
+                llm = await get_agent_llm(read_session, search_space_id)
 
             if not llm:
                 error_msg = (
diff --git a/surfsense_backend/app/agents/new_chat/tools/report.py b/surfsense_backend/app/agents/new_chat/tools/report.py
index 6bc1b7d57..e8629aef3 100644
--- a/surfsense_backend/app/agents/new_chat/tools/report.py
+++ b/surfsense_backend/app/agents/new_chat/tools/report.py
@@ -35,7 +35,7 @@ from langchain_core.tools import tool
 
 from app.db import Report, shielded_async_session
 from app.services.connector_service import ConnectorService
-from app.services.llm_service import get_document_summary_llm
+from app.services.llm_service import get_agent_llm
 
 logger = logging.getLogger(__name__)
 
@@ -768,7 +768,7 @@ def create_generate_report_tool(
                             "creating standalone report"
                         )
 
-                llm = await get_document_summary_llm(read_session, search_space_id)
+                llm = await get_agent_llm(read_session, search_space_id)
             # read_session closed — connection returned to pool
 
             if not llm:
diff --git a/surfsense_backend/app/agents/new_chat/tools/resume.py b/surfsense_backend/app/agents/new_chat/tools/resume.py
index 4abe48ba6..17849bce7 100644
--- a/surfsense_backend/app/agents/new_chat/tools/resume.py
+++ b/surfsense_backend/app/agents/new_chat/tools/resume.py
@@ -26,7 +26,7 @@ from langchain_core.messages import HumanMessage
 from langchain_core.tools import tool
 
 from app.db import Report, shielded_async_session
-from app.services.llm_service import get_document_summary_llm
+from app.services.llm_service import get_agent_llm
 
 logger = logging.getLogger(__name__)
 
@@ -547,7 +547,7 @@ def create_generate_resume_tool(
                             f"(group {report_group_id})"
                         )
 
-                llm = await get_document_summary_llm(read_session, search_space_id)
+                llm = await get_agent_llm(read_session, search_space_id)
 
             if not llm:
                 error_msg = (