diff --git a/internal/ingestion/component/tokenizer.go b/internal/ingestion/component/tokenizer.go
index db9c030eb6..f8001736f6 100644
--- a/internal/ingestion/component/tokenizer.go
+++ b/internal/ingestion/component/tokenizer.go
@@ -96,7 +96,6 @@ import (
 	"ragflow/internal/ingestion/component/globals"
 	"ragflow/internal/ingestion/component/schema"
 	"ragflow/internal/tokenizer"
-	"ragflow/internal/utility"
 )
 
 const ComponentNameTokenizer = "Tokenizer"
@@ -698,7 +697,14 @@ func tokenizeChunks(chunks []schema.ChunkDoc, titleStem string, language string)
 			}
 		}
 		if kw := ck.Keywords; kw != "" {
-			if err = ck.SetExtraValue("important_kwd", utility.SplitKeywords(kw)); err != nil {
+			// A2: split on the ENGLISH COMMA only, matching the DSL tokenizer
+			// (rag/flow/tokenizer/tokenizer.py:153 `keywords.split(",")`) and
+			// the keyword_prompt contract ("delimited by ENGLISH COMMA"). CJK
+			// commas/semicolons and newlines stay part of the keyword so the
+			// Go index is byte-compatible with the Python-DSL-built index.
+			// strings.Split preserves empty elements, matching Python's
+			// "a,,b".split(",") == ["a","","b"].
+			if err = ck.SetExtraValue("important_kwd", strings.Split(kw, ",")); err != nil {
 				return fmt.Errorf("tokenizer: keyword list marshal: %w", err)
 			}
 			it, err := tok.Tokenize(kw)
diff --git a/internal/ingestion/component/tokenizer_test.go b/internal/ingestion/component/tokenizer_test.go
index 5ab725a6a1..1dbe579168 100644
--- a/internal/ingestion/component/tokenizer_test.go
+++ b/internal/ingestion/component/tokenizer_test.go
@@ -262,37 +262,58 @@ func TestTokenizerComponent_Invoke_FullTextOnly(t *testing.T) {
 	}
 }
 
-// TestTokenizerComponent_Invoke_KeywordSplitCJK verifies important_kwd is
-// split by the full ASCII+CJK delimiter set, not just ASCII comma. A Chinese
-// LLM commonly emits CJK commas/semicolons even when asked for
-// "comma-separated"; ASCII-only splitting would leave keywords glued together.
-func TestTokenizerComponent_Invoke_KeywordSplitCJK(t *testing.T) {
+// TestTokenizerComponent_Invoke_KeywordSplitCommaOnly verifies important_kwd
+// is split on the ENGLISH COMMA ONLY, matching the DSL tokenizer
+// (rag/flow/tokenizer/tokenizer.py:153 `keywords.split(",")`) and the
+// keyword_prompt contract ("delimited by ENGLISH COMMA"). CJK commas,
+// semicolons, and newlines are NOT delimiters — they stay part of the
+// keyword. This keeps the Go index byte-compatible with the
+// Python-DSL-built index (A2 alignment).
+func TestTokenizerComponent_Invoke_KeywordSplitCommaOnly(t *testing.T) {
 	requireTokenizerPool(t)
 	_, stub := withStubEmbedder(t, 4)
 	c, _ := NewTokenizerComponent(map[string]any{
 		"search_method": []any{"full_text"},
 	})
-	out, err := c.Invoke(context.Background(), nil, map[string]any{
-		"output_format": "chunks",
-		"chunks":        []map[string]any{{"text": "alpha", "keywords": "kw1，kw2；kw3"}},
-	})
-	if err != nil {
-		t.Fatalf("Invoke: %v", err)
+
+	check := func(keywords string, want []string) {
+		t.Helper()
+		out, err := c.Invoke(context.Background(), nil, map[string]any{
+			"output_format": "chunks",
+			"chunks":        []map[string]any{{"text": "alpha", "keywords": keywords}},
+		})
+		if err != nil {
+			t.Fatalf("Invoke(%q): %v", keywords, err)
+		}
+		got, _ := out["chunks"].([]map[string]any)
+		if len(got) != 1 {
+			t.Fatalf("chunks len = %d, want 1", len(got))
+		}
+		kwd, ok := got[0]["important_kwd"].([]string)
+		if !ok {
+			t.Fatalf("important_kwd should be []string, got %T", got[0]["important_kwd"])
+		}
+		if len(kwd) != len(want) {
+			t.Errorf("important_kwd(%q) = %v, want %v", keywords, kwd, want)
+			return
+		}
+		for i := range want {
+			if kwd[i] != want[i] {
+				t.Errorf("important_kwd(%q) = %v, want %v", keywords, kwd, want)
+				return
+			}
+		}
 	}
+
 	if stub.calls.Load() != 0 {
 		t.Errorf("embedder should not be called in full_text-only mode, got %d", stub.calls.Load())
 	}
-	got, _ := out["chunks"].([]map[string]any)
-	if len(got) != 1 {
-		t.Fatalf("chunks len = %d, want 1", len(got))
-	}
-	kwd, ok := got[0]["important_kwd"].([]string)
-	if !ok {
-		t.Fatalf("important_kwd should be []string, got %T", got[0]["important_kwd"])
-	}
-	if len(kwd) != 3 {
-		t.Errorf("important_kwd must split CJK delimiters into 3 elements, got %d: %v", len(kwd), kwd)
-	}
+	// Only the English comma splits.
+	check("kw1,kw2,kw3", []string{"kw1", "kw2", "kw3"})
+	// CJK commas and semicolons are NOT delimiters.
+	check("kwA，kwB；kwC", []string{"kwA，kwB；kwC"})
+	// Empty middle elements are preserved, matching Python "a,,b".split(",").
+	check("a,,b", []string{"a", "", "b"})
 }
 
 func TestTokenizerComponent_Invoke_FullTextAndEmbedding(t *testing.T) {
diff --git a/internal/ingestion/component/tokenizer_unit_test.go b/internal/ingestion/component/tokenizer_unit_test.go
index 2bbd48c199..f82fc434f2 100644
--- a/internal/ingestion/component/tokenizer_unit_test.go
+++ b/internal/ingestion/component/tokenizer_unit_test.go
@@ -31,6 +31,7 @@ import (
 
 	"ragflow/internal/agent/runtime"
 	"ragflow/internal/ingestion/component/schema"
+	"ragflow/internal/tokenizer"
 )
 
 // stubEmbedder records every call and returns canned vectors.
@@ -535,3 +536,55 @@ func TestChunksFromTokenizerUpstream_FiltersPhantomChunks(t *testing.T) {
 		t.Errorf("chunk 1 text = %q, want %q", chunks[1]["text"], "another valid")
 	}
 }
+
+// TestTokenizerComponent_ImportantKwd_CommaOnly is the no-tag parity test for
+// A2: important_kwd must be split on the ENGLISH COMMA ONLY, matching the DSL
+// tokenizer (rag/flow/tokenizer/tokenizer.py:153 `keywords.split(",")`). It
+// runs without the C++ analyzer pool by switching the tokenizer engine to
+// "infinity" (identity: Tokenize returns its input unchanged), so it executes
+// in the default `go test ./...` CI tier and gives real regression protection.
+func TestTokenizerComponent_ImportantKwd_CommaOnly(t *testing.T) {
+	// Switch to identity tokenizer so tokenizeChunks needs no CGo pool, then
+	// restore the default engine type afterwards.
+	tokenizer.SetEngineType("infinity")
+	defer tokenizer.SetEngineType("")
+
+	c, err := NewTokenizerComponent(map[string]any{
+		"search_method": []any{"full_text"},
+	})
+	if err != nil {
+		t.Fatalf("NewTokenizerComponent: %v", err)
+	}
+	out, err := c.Invoke(context.Background(), nil, map[string]any{
+		"output_format": "chunks",
+		"chunks": []map[string]any{
+			{"text": "doc body", "keywords": "kw1,kw2;kw3，kw4"},
+		},
+	})
+	if err != nil {
+		t.Fatalf("Invoke: %v", err)
+	}
+	got, ok := out["chunks"].([]map[string]any)
+	if !ok || len(got) != 1 {
+		t.Fatalf("chunks = %v, want 1 chunk", out["chunks"])
+	}
+	kwd, ok := got[0]["important_kwd"].([]string)
+	if !ok {
+		t.Fatalf("important_kwd should be []string, got %T", got[0]["important_kwd"])
+	}
+	// Only the English comma splits; CJK comma and semicolon stay attached.
+	want := []string{"kw1", "kw2;kw3，kw4"}
+	if len(kwd) != len(want) {
+		t.Fatalf("important_kwd = %v, want %v", kwd, want)
+	}
+	for i := range want {
+		if kwd[i] != want[i] {
+			t.Errorf("important_kwd = %v, want %v (only comma splits)", kwd, want)
+		}
+	}
+	// important_tks still tokenizes the full keyword string (identity mode
+	// returns it unchanged).
+	if tks, ok := got[0]["important_tks"].(string); !ok || tks != "kw1,kw2;kw3，kw4" {
+		t.Errorf("important_tks = %v, want full keyword string", got[0]["important_tks"])
+	}
+}