diff --git a/internal/dao/canvas_template_seed.go b/internal/dao/canvas_template_seed.go
new file mode 100644
index 000000000..7b01f7d1a
--- /dev/null
+++ b/internal/dao/canvas_template_seed.go
@@ -0,0 +1,179 @@
+//
+//  Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
+//
+//  Licensed under the Apache License, Version 2.0 (the "License");
+//  you may not use this file except in compliance with the License.
+//  You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+//  Unless required by applicable law or agreed to in writing, software
+//  distributed under the License is distributed on an "AS IS" BASIS,
+//  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//  See the License for the specific language governing permissions and
+//  limitations under the License.
+//
+
+package dao
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"os"
+	"path/filepath"
+	"sort"
+	"strings"
+
+	"ragflow/internal/common"
+	"ragflow/internal/entity"
+
+	"go.uber.org/zap"
+)
+
+// SeedCanvasTemplates seeds the canvas_template table from the built-in
+// agent/templates/*.json files. This mirrors Python's
+// init_data.add_graph_templates() so that the Go backend serves the same
+// template catalogue without relying on Python-side initialization.
+func SeedCanvasTemplates() error {
+	dir := findAgentTemplatesDir()
+	if dir == "" {
+		common.Warn("Agent templates directory not found, skipping canvas template seeding")
+		return nil
+	}
+
+	entries, err := os.ReadDir(dir)
+	if err != nil {
+		return fmt.Errorf("failed to read agent templates directory %s: %w", dir, err)
+	}
+
+	// Match Python's filter_delete([1 == 1]): start from a clean slate so
+	// removed built-ins disappear and updated files take effect.
+	if err := DB.Exec("DELETE FROM canvas_template").Error; err != nil {
+		return fmt.Errorf("failed to clear canvas_template: %w", err)
+	}
+
+	sort.Slice(entries, func(i, j int) bool { return entries[i].Name() < entries[j].Name() })
+
+	var seeded int
+	for _, entry := range entries {
+		if entry.IsDir() || !strings.HasSuffix(entry.Name(), ".json") {
+			continue
+		}
+		path := filepath.Join(dir, entry.Name())
+		raw, err := os.ReadFile(path)
+		if err != nil {
+			common.Warn("Failed to read agent template", zap.String("file", path), zap.Error(err))
+			continue
+		}
+		tmpl, err := parseCanvasTemplateFile(raw)
+		if err != nil {
+			common.Warn("Failed to parse agent template", zap.String("file", path), zap.Error(err))
+			continue
+		}
+		if err := DB.Create(tmpl).Error; err != nil {
+			common.Warn("Failed to save agent template", zap.String("file", path), zap.Error(err))
+			continue
+		}
+		seeded++
+	}
+
+	common.Info("Seeded canvas templates", zap.Int("count", seeded), zap.String("dir", dir))
+	return nil
+}
+
+func parseCanvasTemplateFile(raw []byte) (*entity.CanvasTemplate, error) {
+	decoder := json.NewDecoder(bytes.NewReader(raw))
+	decoder.UseNumber()
+	var data map[string]any
+	if err := decoder.Decode(&data); err != nil {
+		return nil, err
+	}
+
+	tmpl := &entity.CanvasTemplate{
+		CanvasCategory: "agent_canvas",
+	}
+
+	if v, ok := data["id"]; ok {
+		tmpl.ID = fmt.Sprint(v)
+	}
+	if v, ok := data["title"].(map[string]any); ok {
+		tmpl.Title = entity.JSONMap(v)
+	}
+	if v, ok := data["description"].(map[string]any); ok {
+		tmpl.Description = entity.JSONMap(v)
+	}
+	if v, ok := data["avatar"].(string); ok && v != "" {
+		tmpl.Avatar = &v
+	}
+	if v, ok := data["canvas_category"].(string); ok && v != "" {
+		tmpl.CanvasCategory = v
+	}
+
+	canvasTypes := collectCanvasTypes(data["canvas_type"], data["canvas_types"])
+	if len(canvasTypes) > 0 {
+		tmpl.CanvasTypes = canvasTypes
+		if first, ok := canvasTypes[0].(string); ok {
+			tmpl.CanvasType = &first
+		}
+	}
+
+	if v, ok := data["dsl"].(map[string]any); ok {
+		tmpl.DSL = entity.JSONMap(v)
+	}
+
+	return tmpl, nil
+}
+
+func collectCanvasTypes(rawType, rawTypes any) entity.JSONSlice {
+	seen := make(map[string]struct{})
+	var result entity.JSONSlice
+
+	add := func(s string) {
+		s = strings.TrimSpace(s)
+		if s == "" {
+			return
+		}
+		if _, ok := seen[s]; ok {
+			return
+		}
+		seen[s] = struct{}{}
+		result = append(result, s)
+	}
+
+	if s, ok := rawType.(string); ok {
+		add(s)
+	}
+
+	switch v := rawTypes.(type) {
+	case []any:
+		for _, item := range v {
+			if s, ok := item.(string); ok {
+				add(s)
+			}
+		}
+	case []string:
+		for _, s := range v {
+			add(s)
+		}
+	case string:
+		add(v)
+	}
+
+	return result
+}
+
+func findAgentTemplatesDir() string {
+	candidates := []string{
+		"agent/templates",
+		filepath.Join("..", "agent", "templates"),
+		filepath.Join("..", "..", "agent", "templates"),
+		filepath.Join("..", "..", "..", "agent", "templates"),
+	}
+	for _, candidate := range candidates {
+		if info, err := os.Stat(candidate); err == nil && info.IsDir() {
+			return candidate
+		}
+	}
+	return ""
+}
diff --git a/internal/dao/database.go b/internal/dao/database.go
index ae1548178..af48cd485 100644
--- a/internal/dao/database.go
+++ b/internal/dao/database.go
@@ -171,6 +171,13 @@ func InitDB() error {
 		return fmt.Errorf("failed to run manual migrations: %w", err)
 	}
 
+	// Seed built-in agent templates so the Go backend can serve the
+	// "create agent from template" catalogue without relying on Python-side
+	// initialization.
+	if err = SeedCanvasTemplates(); err != nil {
+		common.Warn("Failed to seed canvas templates", zap.Error(err))
+	}
+
 	common.Info("Database connected and migrated successfully")
 
 	err = models.InitProviderManager("conf/models")
diff --git a/internal/entity/canvas.go b/internal/entity/canvas.go
index c9c931085..af390fd6a 100644
--- a/internal/entity/canvas.go
+++ b/internal/entity/canvas.go
@@ -39,13 +39,14 @@ func (UserCanvas) TableName() string {
 
 // CanvasTemplate canvas template model
 type CanvasTemplate struct {
-	ID             string  `gorm:"column:id;primaryKey;size:32" json:"id"`
-	Avatar         *string `gorm:"column:avatar;type:longtext" json:"avatar,omitempty"`
-	Title          JSONMap `gorm:"column:title;type:longtext" json:"title"`
-	Description    JSONMap `gorm:"column:description;type:longtext" json:"description"`
-	CanvasType     *string `gorm:"column:canvas_type;size:32;index" json:"canvas_type,omitempty"`
-	CanvasCategory string  `gorm:"column:canvas_category;size:32;not null;default:agent_canvas;index" json:"canvas_category"`
-	DSL            JSONMap `gorm:"column:dsl;type:longtext" json:"dsl,omitempty"`
+	ID             string    `gorm:"column:id;primaryKey;size:32" json:"id"`
+	Avatar         *string   `gorm:"column:avatar;type:longtext" json:"avatar,omitempty"`
+	Title          JSONMap   `gorm:"column:title;type:longtext" json:"title"`
+	Description    JSONMap   `gorm:"column:description;type:longtext" json:"description"`
+	CanvasType     *string   `gorm:"column:canvas_type;size:32;index" json:"canvas_type,omitempty"`
+	CanvasTypes    JSONSlice `gorm:"column:canvas_types;type:longtext" json:"canvas_types,omitempty"`
+	CanvasCategory string    `gorm:"column:canvas_category;size:32;not null;default:agent_canvas;index" json:"canvas_category"`
+	DSL            JSONMap   `gorm:"column:dsl;type:longtext" json:"dsl,omitempty"`
 	BaseModel
 }