precommit

Author: madebygps

function_calling_fewshots.py

@@ -93,53 +93,31 @@ def search_database(search_query: str, price_filter: dict | None = None) -> dict
     {"role": "system", "content": "You are a product search assistant."},
     {"role": "user", "content": "good options for climbing gear that can be used outside?"},
     {
-        "role": "assistant",
-        "content": None,
-        "tool_calls": [
-            {
-                "id": "call_abc123",
-                "type": "function",
-                "function": {
-                    "name": "search_database",
-                    "arguments": '{"search_query":"climbing gear outside"}',
-                },
-            }
-        ],
-    },
-    {
-        "role": "tool",
-        "tool_call_id": "call_abc123",
+        "id": "madeup",
+        "call_id": "call_abc123",
         "name": "search_database",
-        "content": '{"results": [{"id": "1", "name": "Climbing Rope", "price": 45.99}, {"id": "2", "name": "Carabiners Set", "price": 25.50}]}',
+        "arguments": '{"search_query":"climbing gear outside"}',
+        "type": "function_call",
     },
     {
-        "role": "assistant",
-        "content": "I found some great climbing gear options for outdoor use, including climbing ropes and carabiner sets.",
+        "id": "madeupoutput",
+        "call_id": "call_abc123",
+        "output": "Search results for climbing gear that can be used outside: ...",
+        "type": "function_call_output",
     },
     {"role": "user", "content": "are there any shoes less than $50?"},
     {
-        "role": "assistant",
-        "content": None,
-        "tool_calls": [
-            {
-                "id": "call_abc456",
-                "type": "function",
-                "function": {
-                    "name": "search_database",
-                    "arguments": '{"search_query":"shoes","price_filter":{"comparison_operator":"<","value":50}}',
-                },
-            }
-        ],
-    },
-    {
-        "role": "tool",
-        "tool_call_id": "call_abc456",
+        "id": "madeup",
+        "call_id": "call_abc456",
         "name": "search_database",
-        "content": '{"results": [{"id": "10", "name": "Trail Running Shoes", "price": 42.00}, {"id": "11", "name": "Approach Shoes", "price": 48.99}]}',
+        "arguments": '{"search_query":"shoes","price_filter":{"comparison_operator":"<","value":50}}',
+        "type": "function_call",
     },
     {
-        "role": "assistant",
-        "content": "Yes! I found trail running shoes for $42 and approach shoes for $48.99, both under $50.",
+        "id": "madeupoutput",
+        "call_id": "call_abc456",
+        "output": "Search results for shoes cheaper than 50: ...",
+        "type": "function_call_output",
     },
     {"role": "user", "content": "Find me a red shirt under $20."},
 ]