diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EdgeInfoDrawer.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EdgeInfoDrawer.component.tsx
index 12e75093393..e5defd953b9 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EdgeInfoDrawer.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EdgeInfoDrawer.component.tsx
@@ -13,8 +13,10 @@
 
 import { CloseOutlined } from '@ant-design/icons';
 import { Col, Divider, Drawer, Row, Typography } from 'antd';
+import DescriptionV1 from 'components/common/description/DescriptionV1';
+import { EntityType } from 'enums/entity.enum';
 import { isUndefined } from 'lodash';
-import React, { useEffect, useState } from 'react';
+import React, { useCallback, useEffect, useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { Link } from 'react-router-dom';
 import { Node } from 'reactflow';
@@ -23,7 +25,6 @@ import { getEncodedFqn } from 'utils/StringsUtils';
 import { CSMode } from '../../../enums/codemirror.enum';
 import { getNameFromFQN } from '../../../utils/CommonUtils';
 import { getEntityLink } from '../../../utils/TableUtils';
-import RichTextEditorPreviewer from '../../common/rich-text-editor/RichTextEditorPreviewer';
 import Loader from '../../Loader/Loader';
 import SchemaEditor from '../../schema-editor/SchemaEditor';
 import {
@@ -37,12 +38,21 @@ const EdgeInfoDrawer = ({
   visible,
   onClose,
   nodes,
+  hasEditAccess,
+  onEdgeDescriptionUpdate,
 }: EdgeInfoDrawerInfo) => {
   const [edgeData, setEdgeData] = useState<EdgeInformationType>();
   const [mysqlQuery, setMysqlQuery] = useState('');
   const [isLoading, setIsLoading] = useState(false);
+  const [isDescriptionEditable, setIsDescriptionEditable] =
+    useState<boolean>(false);
+
   const { t } = useTranslation();
 
+  const edgeEntity = useMemo(() => {
+    return edge.data.edge;
+  }, [edge]);
+
   const getEdgeInfo = () => {
     const { source, target, data, sourceHandle, targetHandle } = edge;
     let sourceData: Node | undefined, targetData: Node | undefined;
@@ -101,6 +111,39 @@ const EdgeInfoDrawer = ({
     setIsLoading(false);
   };
 
+  const edgeDescription = useMemo(() => {
+    return edgeEntity?.lineageDetails?.description ?? '';
+  }, [edgeEntity]);
+
+  const onDescriptionUpdate = useCallback(
+    async (updatedHTML: string) => {
+      if (edgeDescription !== updatedHTML && edgeEntity) {
+        const lineageDetails = {
+          ...edgeEntity.lineageDetails,
+          description: updatedHTML,
+        };
+        const updatedEdgeDetails = {
+          edge: {
+            fromEntity: {
+              id: edgeEntity.fromEntity,
+              type: edge.data.sourceType,
+            },
+            toEntity: {
+              id: edgeEntity.toEntity,
+              type: edge.data.sourceType,
+            },
+            lineageDetails,
+          },
+        };
+        await onEdgeDescriptionUpdate(updatedEdgeDetails);
+        setIsDescriptionEditable(false);
+      } else {
+        setIsDescriptionEditable(false);
+      }
+    },
+    [edgeDescription, edgeEntity, edge.data]
+  );
+
   useEffect(() => {
     setIsLoading(true);
     getEdgeInfo();
@@ -145,20 +188,17 @@ const EdgeInfoDrawer = ({
             )}
           <Col span={24}>
             <Divider />
-            <Typography.Paragraph className="summary-panel-section-title">
-              {`${t('label.description')}:`}
-            </Typography.Paragraph>
-            {edge?.data.edge?.description?.trim() ? (
-              <RichTextEditorPreviewer
-                markdown={edge?.data.edge?.description}
-              />
-            ) : (
-              <Typography.Paragraph className=" m-b-0">
-                {t('label.no-entity', {
-                  entity: t('label.description'),
-                })}
-              </Typography.Paragraph>
-            )}
+            <DescriptionV1
+              description={edgeDescription}
+              entityName="Edge"
+              entityType={EntityType.GLOSSARY}
+              hasEditAccess={hasEditAccess}
+              isEdit={isDescriptionEditable}
+              showCommentsIcon={false}
+              onCancel={() => setIsDescriptionEditable(false)}
+              onDescriptionEdit={() => setIsDescriptionEditable(true)}
+              onDescriptionUpdate={onDescriptionUpdate}
+            />
           </Col>
           <Col span={24}>
             <Divider />
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EntityInfoDrawer.interface.ts b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EntityInfoDrawer.interface.ts
index 669e2b3f122..dd5f3aaa260 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EntityInfoDrawer.interface.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityInfoDrawer/EntityInfoDrawer.interface.ts
@@ -11,6 +11,7 @@
  *  limitations under the License.
  */
 
+import { AddLineage } from 'generated/api/lineage/addLineage';
 import { Edge, Node } from 'reactflow';
 import { SelectedNode } from '../EntityLineage/EntityLineage.interface';
 
@@ -25,7 +26,9 @@ export interface EdgeInfoDrawerInfo {
   edge: Edge;
   nodes: Node[];
   visible: boolean;
+  hasEditAccess: boolean;
   onClose: () => void;
+  onEdgeDescriptionUpdate: (updatedEdgeDetails: AddLineage) => Promise<void>;
 }
 type InfoType = {
   key: string;
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.component.tsx
index adedb325970..e158aa17ffb 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.component.tsx
@@ -65,7 +65,7 @@ import ReactFlow, {
   useNodesState,
 } from 'reactflow';
 import { getDataModelDetails } from 'rest/dataModelsAPI';
-import { getLineageByFQN } from 'rest/lineageAPI';
+import { getLineageByFQN, updateLineageEdge } from 'rest/lineageAPI';
 import { searchData } from 'rest/miscAPI';
 import { getTableDetails } from 'rest/tableAPI';
 import {
@@ -106,6 +106,7 @@ import {
   onNodeMouseLeave,
   onNodeMouseMove,
   removeLineageHandler,
+  updateEdgesWithLineageDetails,
 } from 'utils/EntityLineageUtils';
 import {
   getEntityBreadcrumbs,
@@ -1482,6 +1483,56 @@ const EntityLineageComponent: FunctionComponent<EntityLineageProp> = ({
     }
   };
 
+  const onEdgeDescriptionUpdate = useCallback(
+    async (updatedEdgeDetails: AddLineage) => {
+      try {
+        await updateLineageEdge(updatedEdgeDetails);
+        if (selectedEdgeInfo) {
+          const updatedSelectedEdgeInfo = {
+            ...selectedEdgeInfo,
+            data: {
+              ...selectedEdgeInfo.data,
+              edge: {
+                ...selectedEdgeInfo.data.edge,
+                lineageDetails: updatedEdgeDetails.edge.lineageDetails,
+              },
+            },
+          };
+
+          const updatedEdges = edges.map((edge) =>
+            edge.id === selectedEdgeInfo.id ? updatedSelectedEdgeInfo : edge
+          );
+
+          setEdges(updatedEdges);
+          setSelectedEdgeInfo(updatedSelectedEdgeInfo);
+
+          setUpdatedLineageData((pre) => {
+            if (!pre) {
+              return;
+            }
+
+            const newData = {
+              ...pre,
+              downstreamEdges: updateEdgesWithLineageDetails(
+                pre.downstreamEdges ?? [],
+                updatedEdgeDetails
+              ),
+              upstreamEdges: updateEdgesWithLineageDetails(
+                pre.upstreamEdges ?? [],
+                updatedEdgeDetails
+              ),
+            };
+
+            return newData;
+          });
+        }
+      } catch (err) {
+        showErrorToast(err as AxiosError);
+      }
+    },
+    [edges, selectedEdgeInfo, updatedLineageData, setUpdatedLineageData]
+  );
+
   /**
    * Handle updated lineage nodes
    * Change newly added node label based on entity:EntityReference
@@ -1681,12 +1732,14 @@ const EntityLineageComponent: FunctionComponent<EntityLineageProp> = ({
           (selectedEdgeInfo ? (
             <EdgeInfoDrawer
               edge={selectedEdgeInfo}
+              hasEditAccess={hasEditAccess}
               nodes={nodes}
               visible={isDrawerOpen}
               onClose={() => {
                 setIsDrawerOpen(false);
                 setSelectedEdgeInfo(undefined);
               }}
+              onEdgeDescriptionUpdate={onEdgeDescriptionUpdate}
             />
           ) : (
             <EntityInfoDrawer
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.interface.ts b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.interface.ts
index 7730827bf2e..52b856aba22 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.interface.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Entity/EntityLineage/EntityLineage.interface.ts
@@ -32,7 +32,7 @@ export interface SelectedNode {
 export interface EntityLineageProp {
   entityType: EntityType;
   deleted?: boolean;
-  hasEditAccess?: boolean;
+  hasEditAccess: boolean;
   isFullScreen?: boolean;
   entity?: SourceType;
 }
diff --git a/openmetadata-ui/src/main/resources/ui/src/rest/lineageAPI.ts b/openmetadata-ui/src/main/resources/ui/src/rest/lineageAPI.ts
index c8c577e6032..baf51e0aad1 100644
--- a/openmetadata-ui/src/main/resources/ui/src/rest/lineageAPI.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/rest/lineageAPI.ts
@@ -11,6 +11,7 @@
  *  limitations under the License.
  */
 
+import { AddLineage } from 'generated/api/lineage/addLineage';
 import { EntityLineage } from '../generated/type/entityLineage';
 import APIClient from './index';
 
@@ -26,3 +27,9 @@ export const getLineageByFQN = async (
 
   return response.data;
 };
+
+export const updateLineageEdge = async (edge: AddLineage) => {
+  const response = await APIClient.put<AddLineage>(`/lineage`, edge);
+
+  return response.data;
+};
diff --git a/openmetadata-ui/src/main/resources/ui/src/utils/EntityLineageUtils.tsx b/openmetadata-ui/src/main/resources/ui/src/utils/EntityLineageUtils.tsx
index 3c89ac7c697..ad02a7004f7 100644
--- a/openmetadata-ui/src/main/resources/ui/src/utils/EntityLineageUtils.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/utils/EntityLineageUtils.tsx
@@ -1372,3 +1372,16 @@ export const getSearchIndexFromNodeType = (entityType: string) => {
 
   return SearchIndex[searchIndexKey] as ExploreSearchIndex;
 };
+
+export const updateEdgesWithLineageDetails = (
+  edgesArray: EntityLineageEdge[],
+  updatedEdgeDetails: AddLineage
+) => {
+  const { fromEntity, toEntity, lineageDetails } = updatedEdgeDetails.edge;
+
+  return edgesArray.map((item) =>
+    item.toEntity === toEntity.id && item.fromEntity === fromEntity.id
+      ? { ...item, lineageDetails: lineageDetails }
+      : item
+  );
+};