diff --git a/libs/partners/cohere/langchain_cohere/multi_hop/agent.py b/libs/partners/cohere/langchain_cohere/multi_hop/agent.py
index a058026df067d..bfefd5c08cfcc 100644
--- a/libs/partners/cohere/langchain_cohere/multi_hop/agent.py
+++ b/libs/partners/cohere/langchain_cohere/multi_hop/agent.py
@@ -6,6 +6,7 @@
 from langchain_core.agents import AgentAction, AgentFinish
 from langchain_core.language_models import BaseLanguageModel
 from langchain_core.output_parsers import BaseOutputParser
+from langchain_core.prompts import PromptTemplate
 from langchain_core.prompts.chat import ChatPromptTemplate
 from langchain_core.runnables import Runnable, RunnablePassthrough
 from langchain_core.tools import BaseTool
@@ -188,14 +189,35 @@ def parse(self, text: str) -> Union[List[AgentAction], AgentFinish]:
 
 
 def render_tool_description(tool: BaseTool) -> str:
-    """Render the tool name and description. TODO: better way to render?"""
-    template = """```python
-    def {TOOL_NAME}():
-        \"\"\"{DESCRIPTION}
-      \"\"\"
+    """Render the tool in the style of a Python function."""
+    function_signature = []
+    args_description = []
+    for parameter_name, parameter_definition in tool.args.items():
+        if "default" in parameter_definition:
+            parameter_type = f"Optional[{parameter_definition.get("type", "str")}]"
+        else:
+            parameter_type = parameter_definition.get("type", "str")
+        function_signature += f"{parameter_name}: {parameter_type}"
+        args_description += f"{parameter_name} ({parameter_type}): {parameter_definition.get("description", "")}"
+
+    if args_description:
+        args_description = """Args:
+            """+"\n            ".join(args_description)
+
+    template = PromptTemplate(template_format="f-string").from_template("""```python
+    def {TOOL_NAME}({SIGNATURE}) -> List[Dict]:
+        \"\"\"
+        {DESCRIPTION}
+        {ARGS_DESCRIPTION}
+        \"\"\"
         pass
-    ```"""
-    return template.format(TOOL_NAME=tool.name, DESCRIPTION=tool.description)
+    ```""")
+    return template.format(
+        TOOL_NAME=tool.name,
+        DESCRIPTION=tool.description,
+        SIGNATURE=", ".join(function_signature),
+        ARGS_DESCRIPTION=args_description,
+    )
 
 
 def format_cohere_log_to_str(