diff --git a/cmd/tools/config/generate.go b/cmd/tools/config/generate.go
index 1b50ea64e2ab0..218d816d9e6d8 100644
--- a/cmd/tools/config/generate.go
+++ b/cmd/tools/config/generate.go
@@ -85,7 +85,7 @@ func collectRecursive(params *paramtable.ComponentParam, data *[]DocContent, val
 			for _, key := range keys {
 				value := m[key]
 				log.Debug("got group entry", zap.String("key", key), zap.String("value", value))
-				*data = append(*data, DocContent{fmt.Sprintf("%s%s", item.KeyPrefix, key), quoteIfNeeded(value), item.Version, refreshable, item.Export, ""})
+				*data = append(*data, DocContent{fmt.Sprintf("%s%s", item.KeyPrefix, key), quoteIfNeeded(value), item.Version, refreshable, item.Export, item.GetDoc(key)})
 			}
 		} else {
 			collectRecursive(params, data, &subVal)
@@ -338,6 +338,11 @@ func WriteYaml(w io.Writer) {
 			header: `
 # Any configuration related to the streaming service.`,
 		},
+		{
+			name: "knowhere",
+			header: `
+# Any configuration related to the knowhere vector search engine`,
+		},
 	}
 	marshller := YamlMarshaller{w, groups, result}
 	marshller.writeYamlRecursive(lo.Filter(result, func(d DocContent, _ int) bool {
diff --git a/cmd/tools/config/generate_test.go b/cmd/tools/config/generate_test.go
index 43665ac766d4d..48aae3bdd082b 100644
--- a/cmd/tools/config/generate_test.go
+++ b/cmd/tools/config/generate_test.go
@@ -43,14 +43,23 @@ func TestYamlFile(t *testing.T) {
 	fileScanner := bufio.NewScanner(f)
 	codeScanner := bufio.NewScanner(&w)
 
-	for fileScanner.Scan() && codeScanner.Scan() {
+	msg := func(file, code string) string {
+		return fmt.Sprintf(`configs/milvus.yaml is not consistent with paramtable, file: [%s], code: [%s]. 
+Do not edit milvus.yaml directly, instead, run "make milvus-tools && ./bin/tools/config gen-yaml && mv milvus.yaml configs/milvus.yaml"`, file, code)
+	}
+	for fileScanner.Scan() {
+		if !codeScanner.Scan() {
+			assert.FailNow(t, msg(fileScanner.Text(), "EMPTY"))
+		}
 		if strings.Contains(codeScanner.Text(), "etcd:") || strings.Contains(codeScanner.Text(), "minio:") || strings.Contains(codeScanner.Text(), "pulsar:") {
 			// Skip check of endpoints given by .env
 			continue
 		}
 		if fileScanner.Text() != codeScanner.Text() {
-			assert.FailNow(t, fmt.Sprintf("configs/milvus.yaml is not consistent with paramtable, file: [%s], code: [%s]. Do not edit milvus.yaml directly.",
-				fileScanner.Text(), codeScanner.Text()))
+			assert.FailNow(t, msg(fileScanner.Text(), codeScanner.Text()))
 		}
 	}
+	if codeScanner.Scan() {
+		assert.FailNow(t, msg("EMPTY", codeScanner.Text()))
+	}
 }
diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index 8a21b53744b67..03fcbc294f28d 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -1081,11 +1081,11 @@ streaming:
 # Any configuration related to the knowhere vector search engine
 knowhere:
   enable: true # When enable this configuration, the index parameters defined following will be automatically populated as index parameters, without requiring user input.
-  DISKANN: # Index parameters for diskann
-    build: # Diskann build params
+  DISKANN:
+    build:
       max_degree: 56 # Maximum degree of the Vamana graph
-      search_list_size: 100 # Size of the candidate list during building graph
       pq_code_budget_gb_ratio: 0.125 # Size limit on the PQ code (compared with raw data)
       search_cache_budget_gb_ratio: 0.1 # Ratio of cached node numbers to raw data
-    search: # Diskann search params
-      beam_width_ratio: 4.0 # Ratio between the maximum number of IO requests per search iteration and CPU number
+      search_list_size: 100 # Size of the candidate list during building graph
+    search:
+      beam_width_ratio: 4 # Ratio between the maximum number of IO requests per search iteration and CPU number
diff --git a/pkg/util/paramtable/knowhere_param.go b/pkg/util/paramtable/knowhere_param.go
index 035631fac5153..a41caba44c431 100644
--- a/pkg/util/paramtable/knowhere_param.go
+++ b/pkg/util/paramtable/knowhere_param.go
@@ -30,6 +30,23 @@ func (p *knowhereConfig) init(base *BaseTable) {
 	p.IndexParam = ParamGroup{
 		KeyPrefix: "knowhere.",
 		Version:   "2.5.0",
+		Export:    true,
+		DocFunc: func(key string) string {
+			switch key {
+			case "DISKANN.build.max_degree":
+				return "Maximum degree of the Vamana graph"
+			case "DISKANN.build.pq_code_budget_gb_ratio":
+				return "Size limit on the PQ code (compared with raw data)"
+			case "DISKANN.build.search_cache_budget_gb_ratio":
+				return "Ratio of cached node numbers to raw data"
+			case "DISKANN.build.search_list_size":
+				return "Size of the candidate list during building graph"
+			case "DISKANN.search.beam_width_ratio":
+				return "Ratio between the maximum number of IO requests per search iteration and CPU number"
+			default:
+				return ""
+			}
+		},
 	}
 	p.IndexParam.Init(base.mgr)
 
@@ -37,6 +54,8 @@ func (p *knowhereConfig) init(base *BaseTable) {
 		Key:          "knowhere.enable",
 		Version:      "2.5.0",
 		DefaultValue: "true",
+		Export:       true,
+		Doc:          "When enable this configuration, the index parameters defined following will be automatically populated as index parameters, without requiring user input.",
 	}
 	p.Enable.Init(base.mgr)
 }
diff --git a/pkg/util/paramtable/param_item.go b/pkg/util/paramtable/param_item.go
index a33ba1126b49d..b8718b65ba848 100644
--- a/pkg/util/paramtable/param_item.go
+++ b/pkg/util/paramtable/param_item.go
@@ -314,6 +314,7 @@ type ParamGroup struct {
 	Export    bool
 
 	GetFunc func() map[string]string
+	DocFunc func(string) string
 
 	manager *config.Manager
 }
@@ -330,6 +331,13 @@ func (pg *ParamGroup) GetValue() map[string]string {
 	return values
 }
 
+func (pg *ParamGroup) GetDoc(key string) string {
+	if pg.DocFunc != nil {
+		return pg.DocFunc(key)
+	}
+	return ""
+}
+
 func ParseAsStings(v string) []string {
 	return getAsStrings(v)
 }