diff --git a/kb/config.go b/kb/config.go
new file mode 100644
index 00000000..edfaf336
--- /dev/null
+++ b/kb/config.go
@@ -0,0 +1,3 @@
+package kb
+
+// Config parses the Knowledge Base configuration
diff --git a/kb/kb.go b/kb/kb.go
new file mode 100644
index 00000000..8abceb50
--- /dev/null
+++ b/kb/kb.go
@@ -0,0 +1,11 @@
+package kb
+
+import "github.com/yaoapp/gou/graphrag/types"
+
+// Instance is the GraphRag instance
+var Instance types.GraphRag = nil
+
+// Load loads the GraphRag instance
+func Load(config *Config) error {
+	return nil
+}
diff --git a/kb/types.go b/kb/types.go
new file mode 100644
index 00000000..4ab22421
--- /dev/null
+++ b/kb/types.go
@@ -0,0 +1,4 @@
+package kb
+
+// Config is the configuration for the Knowledge Base
+type Config struct{}
diff --git a/openapi/kb/backup.go b/openapi/kb/backup.go
new file mode 100644
index 00000000..6093c78a
--- /dev/null
+++ b/openapi/kb/backup.go
@@ -0,0 +1,23 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Collection Backup and Restore Handlers
+
+// Backup backs up a collection
+func Backup(c *gin.Context) {
+	// TODO: Implement backup logic
+	c.Header("Content-Type", "application/octet-stream")
+	c.Header("Content-Disposition", "attachment; filename=collection-backup.gz")
+	c.Status(http.StatusOK)
+}
+
+// Restore restores a collection
+func Restore(c *gin.Context) {
+	// TODO: Implement restore logic
+	c.JSON(http.StatusOK, gin.H{"message": "Collection restored"})
+}
diff --git a/openapi/kb/collection.go b/openapi/kb/collection.go
new file mode 100644
index 00000000..e6364114
--- /dev/null
+++ b/openapi/kb/collection.go
@@ -0,0 +1,38 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+	"github.com/yaoapp/yao/kb"
+)
+
+// Collection Management Handlers
+
+// CreateCollection creates a new collection
+func CreateCollection(c *gin.Context) {
+	// TODO: Implement create collection logic
+	c.JSON(http.StatusCreated, gin.H{"message": "Collection created"})
+}
+
+// RemoveCollection removes an existing collection
+func RemoveCollection(c *gin.Context) {
+	// TODO: Implement remove collection logic
+	c.JSON(http.StatusOK, gin.H{"message": "Collection removed"})
+}
+
+// CollectionExists checks if a collection exists
+func CollectionExists(c *gin.Context) {
+	// TODO: Implement collection exists check logic
+	c.JSON(http.StatusOK, gin.H{"exists": false})
+}
+
+// GetCollections retrieves collections with optional filtering
+func GetCollections(c *gin.Context) {
+	collections, err := kb.Instance.GetCollections(c.Request.Context(), map[string]interface{}{})
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, collections)
+}
diff --git a/openapi/kb/document.go b/openapi/kb/document.go
new file mode 100644
index 00000000..565e2496
--- /dev/null
+++ b/openapi/kb/document.go
@@ -0,0 +1,76 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Document Management Handlers
+
+// AddFile adds a file to a collection
+func AddFile(c *gin.Context) {
+	// TODO: Implement add file logic
+	c.JSON(http.StatusCreated, gin.H{"message": "File added"})
+}
+
+// AddText adds text to a collection
+func AddText(c *gin.Context) {
+	// TODO: Implement add text logic
+	c.JSON(http.StatusCreated, gin.H{"message": "Text added"})
+}
+
+// AddURL adds a URL to a collection
+func AddURL(c *gin.Context) {
+	// TODO: Implement add URL logic
+	c.JSON(http.StatusCreated, gin.H{"message": "URL added"})
+}
+
+// ListDocuments lists documents with pagination
+func ListDocuments(c *gin.Context) {
+	// TODO: Implement list documents logic
+	// Query parameters for pagination: page, limit, filter, etc.
+	c.JSON(http.StatusOK, gin.H{
+		"documents": []interface{}{},
+		"total":     0,
+		"page":      1,
+		"limit":     20,
+	})
+}
+
+// ScrollDocuments scrolls through documents with iterator-style pagination
+func ScrollDocuments(c *gin.Context) {
+	// TODO: Implement scroll documents logic
+	// Query parameters: cursor, limit, filter, etc.
+	c.JSON(http.StatusOK, gin.H{
+		"documents": []interface{}{},
+		"cursor":    "",
+		"hasMore":   false,
+	})
+}
+
+// GetDocument gets document details by document ID
+func GetDocument(c *gin.Context) {
+	// TODO: Implement get document logic
+	// Note: This might need to be implemented based on your document storage structure
+	// as the GraphRag interface doesn't directly provide a GetDocument method
+	docID := c.Param("docID")
+	if docID == "" {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "Document ID is required"})
+		return
+	}
+
+	// TODO: Implement actual document retrieval logic
+	// This could involve querying your document storage or getting document metadata
+	c.JSON(http.StatusOK, gin.H{
+		"docID":   docID,
+		"message": "Document details retrieved",
+		// Add actual document fields here when implementing
+	})
+}
+
+// RemoveDocs removes documents by IDs
+func RemoveDocs(c *gin.Context) {
+	// TODO: Implement remove documents logic
+	c.JSON(http.StatusOK, gin.H{"message": "Documents removed"})
+}
diff --git a/openapi/kb/kb.go b/openapi/kb/kb.go
index b310b909..e216cf2e 100644
--- a/openapi/kb/kb.go
+++ b/openapi/kb/kb.go
@@ -1 +1,59 @@
 package kb
+
+import (
+	"github.com/gin-gonic/gin"
+	"github.com/yaoapp/kun/log"
+	"github.com/yaoapp/yao/kb"
+	"github.com/yaoapp/yao/openapi/oauth/types"
+)
+
+// Attach attaches the Knowledge Base API to the router
+func Attach(group *gin.RouterGroup, oauth types.OAuth) {
+
+	// Validate the GraphRag instance
+	if kb.Instance == nil {
+		log.Warn("[OpenAPI] GraphRag instance is not set, please check the configuration")
+		return
+	}
+
+	// Protect all endpoints with OAuth
+	group.Use(oauth.Guard)
+
+	// Collection Management
+	group.POST("/collections", CreateCollection)
+	group.DELETE("/collections/:collectionID", RemoveCollection)
+	group.GET("/collections/:collectionID/exists", CollectionExists)
+	group.GET("/collections", GetCollections)
+
+	// Document Management
+	group.POST("/collections/:collectionID/documents/file", AddFile)
+	group.POST("/collections/:collectionID/documents/text", AddText)
+	group.POST("/collections/:collectionID/documents/url", AddURL)
+	group.GET("/documents", ListDocuments)
+	group.GET("/documents/scroll", ScrollDocuments)
+	group.GET("/documents/:docID", GetDocument)
+	group.DELETE("/documents", RemoveDocs)
+
+	// Segment Management
+	group.POST("/documents/:docID/segments", AddSegments)
+	group.PUT("/segments", UpdateSegments)
+	group.DELETE("/segments", RemoveSegments)
+	group.DELETE("/documents/:docID/segments", RemoveSegmentsByDocID)
+	group.GET("/segments", GetSegments)
+	group.GET("/segments/:segmentID", GetSegment)
+	group.GET("/documents/:docID/segments", ListSegments)
+	group.GET("/documents/:docID/segments/scroll", ScrollSegments)
+
+	// Segment Voting, Scoring, Weighting
+	group.PUT("/segments/vote", UpdateVote)
+	group.PUT("/segments/score", UpdateScore)
+	group.PUT("/segments/weight", UpdateWeight)
+
+	// Search Management
+	group.POST("/search", Search)
+	group.POST("/search/multi", MultiSearch)
+
+	// Collection Backup and Restore
+	group.POST("/collections/:collectionID/backup", Backup)
+	group.POST("/collections/:collectionID/restore", Restore)
+}
diff --git a/openapi/kb/search.go b/openapi/kb/search.go
new file mode 100644
index 00000000..c5618612
--- /dev/null
+++ b/openapi/kb/search.go
@@ -0,0 +1,21 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Search Management Handlers
+
+// Search searches for segments
+func Search(c *gin.Context) {
+	// TODO: Implement search logic
+	c.JSON(http.StatusOK, gin.H{"results": []interface{}{}})
+}
+
+// MultiSearch performs multi-search for segments
+func MultiSearch(c *gin.Context) {
+	// TODO: Implement multi-search logic
+	c.JSON(http.StatusOK, gin.H{"results": map[string]interface{}{}})
+}
diff --git a/openapi/kb/segment.go b/openapi/kb/segment.go
new file mode 100644
index 00000000..9eb55289
--- /dev/null
+++ b/openapi/kb/segment.go
@@ -0,0 +1,57 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Segment Management Handlers
+
+// AddSegments adds segments to a document
+func AddSegments(c *gin.Context) {
+	// TODO: Implement add segments logic
+	c.JSON(http.StatusCreated, gin.H{"message": "Segments added"})
+}
+
+// UpdateSegments updates segments manually
+func UpdateSegments(c *gin.Context) {
+	// TODO: Implement update segments logic
+	c.JSON(http.StatusOK, gin.H{"message": "Segments updated"})
+}
+
+// RemoveSegments removes segments by IDs
+func RemoveSegments(c *gin.Context) {
+	// TODO: Implement remove segments logic
+	c.JSON(http.StatusOK, gin.H{"message": "Segments removed"})
+}
+
+// RemoveSegmentsByDocID removes all segments of a document
+func RemoveSegmentsByDocID(c *gin.Context) {
+	// TODO: Implement remove segments by document ID logic
+	c.JSON(http.StatusOK, gin.H{"message": "Segments removed by document ID"})
+}
+
+// GetSegments gets segments by IDs
+func GetSegments(c *gin.Context) {
+	// TODO: Implement get segments logic
+	c.JSON(http.StatusOK, gin.H{"segments": []interface{}{}})
+}
+
+// GetSegment gets a single segment by ID
+func GetSegment(c *gin.Context) {
+	// TODO: Implement get single segment logic
+	c.JSON(http.StatusOK, gin.H{"segment": nil})
+}
+
+// ListSegments lists segments with pagination
+func ListSegments(c *gin.Context) {
+	// TODO: Implement list segments with pagination logic
+	c.JSON(http.StatusOK, gin.H{"segments": []interface{}{}, "total": 0, "page": 1})
+}
+
+// ScrollSegments scrolls segments with iterator-style pagination
+func ScrollSegments(c *gin.Context) {
+	// TODO: Implement scroll segments logic
+	c.JSON(http.StatusOK, gin.H{"segments": []interface{}{}, "cursor": ""})
+}
diff --git a/openapi/kb/vote.go b/openapi/kb/vote.go
new file mode 100644
index 00000000..6dbd828d
--- /dev/null
+++ b/openapi/kb/vote.go
@@ -0,0 +1,27 @@
+package kb
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Segment Voting, Scoring, Weighting Handlers
+
+// UpdateVote updates votes for segments
+func UpdateVote(c *gin.Context) {
+	// TODO: Implement update vote logic
+	c.JSON(http.StatusOK, gin.H{"message": "Vote updated"})
+}
+
+// UpdateScore updates scores for segments
+func UpdateScore(c *gin.Context) {
+	// TODO: Implement update score logic
+	c.JSON(http.StatusOK, gin.H{"message": "Score updated"})
+}
+
+// UpdateWeight updates weights for segments
+func UpdateWeight(c *gin.Context) {
+	// TODO: Implement update weight logic
+	c.JSON(http.StatusOK, gin.H{"message": "Weight updated"})
+}
diff --git a/openapi/openapi.go b/openapi/openapi.go
index e867fd0d..05768d7f 100644
--- a/openapi/openapi.go
+++ b/openapi/openapi.go
@@ -8,6 +8,7 @@ import (
 	"github.com/yaoapp/yao/config"
 	"github.com/yaoapp/yao/openapi/dsl"
 	"github.com/yaoapp/yao/openapi/hello"
+	"github.com/yaoapp/yao/openapi/kb"
 	"github.com/yaoapp/yao/openapi/oauth"
 	"github.com/yaoapp/yao/openapi/oauth/types"
 )
@@ -78,5 +79,8 @@ func (openapi *OpenAPI) Attach(router *gin.Engine) {
 	// DSL handlers
 	dsl.Attach(group.Group("/dsl"), openapi.OAuth)
 
+	// Knowledge Base handlers
+	kb.Attach(group.Group("/kb"), openapi.OAuth)
+
 	// Custom handlers (Defined by developer)
 }