diff --git a/src/core/extraction/__init__.py b/src/core/extraction/__init__.py
index 8cbd4ae..166edc6 100644
--- a/src/core/extraction/__init__.py
+++ b/src/core/extraction/__init__.py
@@ -11,6 +11,7 @@ from .extractor import (
 )
 from .llm_extractor import (
     CACHE_DIR_NAME,
+    _image_to_base64,
     build_extraction_user_message,
     extract_document,
     extract_normal_info,
@@ -25,6 +26,7 @@ from .llm_extractor import (
 
 __all__ = [
     "CACHE_DIR_NAME",
+    "_image_to_base64",
     "build_extraction_user_message",
     "extract_document",
     "extract_normal_info",
diff --git a/src/core/matching/__init__.py b/src/core/matching/__init__.py
index 1f83b01..67599c0 100644
--- a/src/core/matching/__init__.py
+++ b/src/core/matching/__init__.py
@@ -3,6 +3,28 @@
 提供发票与支付记录的金额匹配功能。
 """
 
-from .matcher import match_invoices_to_cards
+from .matcher import (
+    _build_invoice_summary,
+    _build_payment_records,
+    _invoices_to_records,
+    _match,
+    _match_by_filename,
+    _match_one_to_many,
+    _match_one_to_one,
+    _relative_tolerance,
+    _safe_float,
+    match_invoices_to_cards,
+)
 
-__all__ = ["match_invoices_to_cards"]
+__all__ = [
+    "_build_invoice_summary",
+    "_build_payment_records",
+    "_invoices_to_records",
+    "_match",
+    "_match_by_filename",
+    "_match_one_to_many",
+    "_match_one_to_one",
+    "_relative_tolerance",
+    "_safe_float",
+    "match_invoices_to_cards",
+]
diff --git a/src/infra/documents/__init__.py b/src/infra/documents/__init__.py
index 1eb5675..4598a09 100644
--- a/src/infra/documents/__init__.py
+++ b/src/infra/documents/__init__.py
@@ -10,6 +10,8 @@ from .consumable import (
 )
 from .invoice import (
     CACHE_DIR_NAME,
+    INVOICE_LEVEL_COLUMNS,
+    PAYMENT_RECORD_COLUMNS,
     classify_invoice_batch,
     load_csv,
     load_invoice_csv,
@@ -20,6 +22,8 @@ from .invoice import (
 
 __all__ = [
     "CACHE_DIR_NAME",
+    "INVOICE_LEVEL_COLUMNS",
+    "PAYMENT_RECORD_COLUMNS",
     "classify_invoice_batch",
     "load_csv",
     "load_invoice_csv",
diff --git a/tests/test_extractor.py b/tests/test_extractor.py
index f5eaa02..6283323 100644
--- a/tests/test_extractor.py
+++ b/tests/test_extractor.py
@@ -129,7 +129,7 @@ class TestExtractInvoices:
                 }
             ]
 
-        monkeypatch.setattr("src.core.matching.matcher.match_invoices_to_cards", fake_match)
+        monkeypatch.setattr("src.core.extraction.extractor.match_invoices_to_cards", fake_match)
 
         records, apps, groups = extract_invoices(str(tmp_path))
 
@@ -194,7 +194,7 @@ class TestExtractInvoices:
                 },
             ]
 
-        monkeypatch.setattr("src.core.matching.matcher.match_invoices_to_cards", fake_match)
+        monkeypatch.setattr("src.core.extraction.extractor.match_invoices_to_cards", fake_match)
 
         records, apps, groups = extract_invoices(str(tmp_path))
 
@@ -241,7 +241,7 @@ class TestExtractInvoices:
                 }
             ]
 
-        monkeypatch.setattr("src.core.matching.matcher.match_invoices_to_cards", fake_match)
+        monkeypatch.setattr("src.core.extraction.extractor.match_invoices_to_cards", fake_match)
 
         records, apps, groups = extract_invoices(str(tmp_path))
 
@@ -283,7 +283,7 @@ class TestExtractInvoices:
                 }
             ]
 
-        monkeypatch.setattr("src.core.matching.matcher.match_invoices_to_cards", fake_match)
+        monkeypatch.setattr("src.core.extraction.extractor.match_invoices_to_cards", fake_match)
 
         records, apps, groups = extract_invoices(str(tmp_path))
 
@@ -324,7 +324,7 @@ class TestExtractInvoices:
                 }
             ]
 
-        monkeypatch.setattr("src.core.matching.matcher.match_invoices_to_cards", fake_match)
+        monkeypatch.setattr("src.core.extraction.extractor.match_invoices_to_cards", fake_match)
 
         records, apps, groups = extract_invoices(str(tmp_path))