frontend/src/features/vehicles/api/vehicles.api.ts

@@ -87,7 +87,7 @@ export const vehiclesApi = {
    */
   decodeVin: async (vin: string): Promise<DecodedVehicleData> => {
     const response = await apiClient.post('/vehicles/decode-vin', { vin }, {
-      timeout: 60000 // 60 seconds for Gemini cold start
+      timeout: 120000 // 120 seconds for Gemini + Google Search grounding
     });
     return response.data;
   }

ocr/app/engines/gemini_engine.py

@@ -40,8 +40,9 @@ Return the results as a JSON object with a single "maintenanceSchedule" array.\
 
 # VIN year code lookup: position 10 character -> base year (first cycle, 1980-2009).
 # The 30-year cycle repeats: +30 for 2010-2039, +60 for 2040-2069.
-# Disambiguation uses position 7: numeric -> 2010+ cycle, alphabetic -> 1980s cycle.
-# For the 2040+ cycle (when position 7 is alphabetic again), we pick the most
+# Disambiguation uses position 7: alphabetic -> 2010+ cycle, numeric -> 1980s cycle.
+# Per NHTSA FMVSS No. 115: MY2010+ vehicles must use alphabetic position 7.
+# For the 2040+ cycle (when position 7 is numeric again), we pick the most
 # recent plausible year (not more than 2 years in the future).
 _VIN_YEAR_CODES: dict[str, int] = {
     "A": 1980, "B": 1981, "C": 1982, "D": 1983, "E": 1984,
@@ -58,10 +59,10 @@ def resolve_vin_year(vin: str) -> int | None:
     """Deterministically resolve model year from VIN positions 7 and 10.
 
     VIN year codes repeat on a 30-year cycle. Position 7 disambiguates:
-      - Numeric position 7 -> 2010-2039 cycle
-      - Alphabetic position 7 -> 1980-2009 or 2040-2050+ cycle
+      - Alphabetic position 7 -> 2010-2039 cycle (NHTSA MY2010+ requirement)
+      - Numeric position 7 -> 1980-2009 or 2040-2069 cycle
 
-    For the alphabetic case with three possible cycles, picks the most recent
+    For the numeric case with two possible cycles, picks the most recent
     year that is not more than 2 years in the future.
 
     Returns None if the VIN is too short or position 10 is not a valid year code.
@@ -76,11 +77,11 @@ def resolve_vin_year(vin: str) -> int | None:
     if base_year is None:
         return None
 
-    if pos7.isdigit():
-        # Numeric position 7 -> second cycle (2010-2039)
+    if pos7.isalpha():
+        # Alphabetic position 7 -> second cycle (2010-2039)
         return base_year + 30
 
-    # Alphabetic position 7 -> first cycle (1980-2009) or third cycle (2040-2069)
+    # Numeric position 7 -> first cycle (1980-2009) or third cycle (2040-2069)
     # Pick the most recent plausible year
     max_plausible = datetime.now().year + 2
 
@@ -381,6 +382,9 @@ class GeminiEngine:
                     response_mime_type="application/json",
                     response_schema=_VIN_DECODE_SCHEMA,
                     tools=[types.Tool(google_search=types.GoogleSearch())],
+                    automatic_function_calling=types.AutomaticFunctionCallingConfig(
+                        max_remote_calls=3,
+                    ),
                 ),
             )
 

ocr/tests/test_resolve_vin_year.py

@@ -12,86 +12,86 @@ from app.engines.gemini_engine import resolve_vin_year
 
 
 class TestSecondCycle:
-    """Position 7 numeric -> 2010-2039 cycle."""
+    """Position 7 alphabetic -> 2010-2039 cycle (NHTSA MY2010+ requirement)."""
 
-    def test_p_with_numeric_pos7_returns_2023(self):
-        """P=2023 when position 7 is numeric (the bug that triggered this fix)."""
-        # VIN: 1G1YE2D32P5602473 -- pos7='2' (numeric), pos10='P'
+    def test_p_with_alpha_pos7_returns_2023(self):
+        """P=2023 when position 7 is alphabetic (the bug that triggered this fix)."""
+        # VIN: 1G1YE2D32P5602473 -- pos7='D' (alphabetic), pos10='P'
         assert resolve_vin_year("1G1YE2D32P5602473") == 2023
 
-    def test_a_with_numeric_pos7_returns_2010(self):
-        """A=2010 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE2112A5602473") == 2010
+    def test_a_with_alpha_pos7_returns_2010(self):
+        """A=2010 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D12A5602473") == 2010
 
-    def test_l_with_numeric_pos7_returns_2020(self):
-        """L=2020 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE2112L5602473") == 2020
+    def test_l_with_alpha_pos7_returns_2020(self):
+        """L=2020 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D12L5602473") == 2020
 
-    def test_9_with_numeric_pos7_returns_2039(self):
-        """9=2039 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE211295602473") == 2039
+    def test_9_with_alpha_pos7_returns_2039(self):
+        """9=2039 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D1295602473") == 2039
 
-    def test_digit_1_with_numeric_pos7_returns_2031(self):
-        """1=2031 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE211215602473") == 2031
+    def test_digit_1_with_alpha_pos7_returns_2031(self):
+        """1=2031 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D1215602473") == 2031
 
-    def test_s_with_numeric_pos7_returns_2025(self):
-        """S=2025 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE2112S5602473") == 2025
+    def test_s_with_alpha_pos7_returns_2025(self):
+        """S=2025 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D12S5602473") == 2025
 
-    def test_t_with_numeric_pos7_returns_2026(self):
-        """T=2026 when position 7 is numeric."""
-        assert resolve_vin_year("1G1YE2112T5602473") == 2026
+    def test_t_with_alpha_pos7_returns_2026(self):
+        """T=2026 when position 7 is alphabetic."""
+        assert resolve_vin_year("1G1YE2D12T5602473") == 2026
 
 
 class TestFirstCycle:
-    """Position 7 alphabetic -> 1980-2009 cycle (when 2040+ is not yet plausible)."""
+    """Position 7 numeric -> 1980-2009 cycle."""
 
-    def test_m_with_alpha_pos7_returns_1991(self):
-        """M=1991 when position 7 is alphabetic (third cycle 2051 is not plausible)."""
-        assert resolve_vin_year("1G1YE2J32M5602473") == 1991
+    def test_m_with_numeric_pos7_returns_1991(self):
+        """M=1991 when position 7 is numeric."""
+        assert resolve_vin_year("1G1YE2132M5602473") == 1991
 
-    def test_n_with_alpha_pos7_returns_1992(self):
-        """N=1992 when position 7 is alphabetic."""
-        assert resolve_vin_year("1G1YE2J32N5602473") == 1992
+    def test_n_with_numeric_pos7_returns_1992(self):
+        """N=1992 when position 7 is numeric."""
+        assert resolve_vin_year("1G1YE2132N5602473") == 1992
 
-    def test_p_with_alpha_pos7_returns_1993(self):
-        """P=1993 when position 7 is alphabetic (third cycle 2053 not plausible)."""
-        assert resolve_vin_year("1G1YE2J32P5602473") == 1993
+    def test_p_with_numeric_pos7_returns_1993(self):
+        """P=1993 when position 7 is numeric."""
+        assert resolve_vin_year("1G1YE2132P5602473") == 1993
 
-    def test_y_with_alpha_pos7_returns_2000(self):
-        """Y=2000 when position 7 is alphabetic."""
-        assert resolve_vin_year("1G1YE2J32Y5602473") == 2000
+    def test_y_with_numeric_pos7_returns_2000(self):
+        """Y=2000 when position 7 is numeric."""
+        assert resolve_vin_year("1G1YE2132Y5602473") == 2000
 
 
 class TestThirdCycle:
-    """Position 7 alphabetic + third cycle year (2040-2050) is plausible."""
+    """Position 7 numeric + third cycle year (2040-2050) is plausible."""
 
     @patch("app.engines.gemini_engine.datetime")
-    def test_a_with_alpha_pos7_returns_2040_when_plausible(self, mock_dt):
-        """A=2040 when position 7 is alphabetic and year 2040 is plausible."""
+    def test_a_with_numeric_pos7_returns_2040_when_plausible(self, mock_dt):
+        """A=2040 when position 7 is numeric and year 2040 is plausible."""
         mock_dt.now.return_value = datetime(2039, 1, 1)
         # 2039 + 2 = 2041 >= 2040, so third cycle is plausible
-        assert resolve_vin_year("1G1YE2J32A5602473") == 2040
+        assert resolve_vin_year("1G1YE2132A5602473") == 2040
 
     @patch("app.engines.gemini_engine.datetime")
-    def test_l_with_alpha_pos7_returns_2050_when_plausible(self, mock_dt):
-        """L=2050 when position 7 is alphabetic and year 2050 is plausible."""
+    def test_l_with_numeric_pos7_returns_2050_when_plausible(self, mock_dt):
+        """L=2050 when position 7 is numeric and year 2050 is plausible."""
         mock_dt.now.return_value = datetime(2049, 6, 1)
-        assert resolve_vin_year("1G1YE2J32L5602473") == 2050
+        assert resolve_vin_year("1G1YE2132L5602473") == 2050
 
     @patch("app.engines.gemini_engine.datetime")
-    def test_a_with_alpha_pos7_returns_1980_when_2040_not_plausible(self, mock_dt):
+    def test_a_with_numeric_pos7_returns_1980_when_2040_not_plausible(self, mock_dt):
         """A=1980 when third cycle year (2040) exceeds max plausible."""
         mock_dt.now.return_value = datetime(2026, 2, 20)
         # 2026 + 2 = 2028 < 2040, so third cycle not plausible -> first cycle
-        assert resolve_vin_year("1G1YE2J32A5602473") == 1980
+        assert resolve_vin_year("1G1YE2132A5602473") == 1980
 
     @patch("app.engines.gemini_engine.datetime")
-    def test_k_with_alpha_pos7_returns_2049_when_plausible(self, mock_dt):
-        """K=2049 when position 7 is alphabetic and year is plausible."""
+    def test_k_with_numeric_pos7_returns_2049_when_plausible(self, mock_dt):
+        """K=2049 when position 7 is numeric and year is plausible."""
         mock_dt.now.return_value = datetime(2048, 1, 1)
-        assert resolve_vin_year("1G1YE2J32K5602473") == 2049
+        assert resolve_vin_year("1G1YE2132K5602473") == 2049
 
 
 class TestEdgeCases: