diff --git a/packages/nocodb/src/lib/db/sql-client/lib/mysql/TidbClient.ts b/packages/nocodb/src/lib/db/sql-client/lib/mysql/TidbClient.ts
index 25b6c1f37f..37b79f48cf 100644
--- a/packages/nocodb/src/lib/db/sql-client/lib/mysql/TidbClient.ts
+++ b/packages/nocodb/src/lib/db/sql-client/lib/mysql/TidbClient.ts
@@ -1,4 +1,4 @@
-import _ from 'lodash';
+import mapKeys from 'lodash/mapKeys';
 import Debug from '../../../util/Debug';
 import Result from '../../../util/Result';
 import MysqlClient from './MysqlClient';
@@ -32,7 +32,7 @@ class Tidb extends MysqlClient {
 
         for (let i = 0; i < response[0].length; ++i) {
           let index = response[0][i];
-          index = _.mapKeys(index, function (_v, k) {
+          index = mapKeys(index, function (_v, k) {
             return k.toLowerCase();
           });
           indexes.push(index);
diff --git a/packages/nocodb/src/lib/db/sql-client/lib/mysql/VitessClient.ts b/packages/nocodb/src/lib/db/sql-client/lib/mysql/VitessClient.ts
index 4387d0e55b..f6aa29261d 100644
--- a/packages/nocodb/src/lib/db/sql-client/lib/mysql/VitessClient.ts
+++ b/packages/nocodb/src/lib/db/sql-client/lib/mysql/VitessClient.ts
@@ -1,4 +1,4 @@
-import _ from 'lodash';
+import mapKeys from 'lodash/mapKeys';
 import Debug from '../../../util/Debug';
 import Result from '../../../util/Result';
 import MysqlClient from './MysqlClient';
@@ -140,9 +140,7 @@ class Vitess extends MysqlClient {
         for (let i = 0; i < response[0].length; ++i) {
           const column: any = {};
 
-          response[0][i] = _.mapKeys(response[0][i], (_v, k) =>
-            k.toLowerCase()
-          );
+          response[0][i] = mapKeys(response[0][i], (_v, k) => k.toLowerCase());
 
           column.tn = args.tn;
           column.cn = response[0][i].cn;
@@ -219,7 +217,7 @@ class Vitess extends MysqlClient {
 
         for (let i = 0; i < response[0].length; ++i) {
           let index = response[0][i];
-          index = _.mapKeys(index, function (_v, k) {
+          index = mapKeys(index, function (_v, k) {
             return k.toLowerCase();
           });
           indexes.push(index);
diff --git a/packages/nocodb/src/lib/db/sql-client/lib/snowflake/SnowflakeClient.ts b/packages/nocodb/src/lib/db/sql-client/lib/snowflake/SnowflakeClient.ts
index 0f6dc11f62..8b8e166937 100644
--- a/packages/nocodb/src/lib/db/sql-client/lib/snowflake/SnowflakeClient.ts
+++ b/packages/nocodb/src/lib/db/sql-client/lib/snowflake/SnowflakeClient.ts
@@ -1,6 +1,6 @@
 import { nanoid } from 'nanoid';
-import _ from 'lodash';
-import lodash from 'lodash';
+import find from 'lodash/find';
+import isEmpty from 'lodash/isEmpty';
 import KnexClient from '../KnexClient';
 import Debug from '../../../util/Debug';
 import Result from '../../../util/Result';
@@ -1341,7 +1341,7 @@ class SnowflakeClient extends KnexClient {
    */
   async _getQuery(args) {
     try {
-      if (_.isEmpty(this._version)) {
+      if (isEmpty(this._version)) {
         const result = await this.version();
         this._version = result.data.object;
         log.debug(
@@ -1350,8 +1350,6 @@ class SnowflakeClient extends KnexClient {
         );
       }
 
-      // log.debug(this._version, args);
-
       if (this._version.key in this.queries[args.func]) {
         return this.queries[args.func][this._version.key].sql;
       }
@@ -1831,7 +1829,7 @@ class SnowflakeClient extends KnexClient {
       let downQuery = '';
 
       for (let i = 0; i < args.columns.length; ++i) {
-        const oldColumn = lodash.find(originalColumns, {
+        const oldColumn = find(originalColumns, {
           cn: args.columns[i].cno,
         });
 
@@ -2640,7 +2638,6 @@ function getDefaultValue(n) {
     case 'dec':
       return n.cdf;
       break;
-
     case 'datetime':
     case 'timestamp':
     case 'date':
@@ -2651,10 +2648,8 @@ function getDefaultValue(n) {
       ) {
         return n.cdf;
       }
-      // return JSON.stringify(n.cdf);
       break;
     default:
-      // return JSON.stringify(n.cdf);
       break;
   }
   return n.cdf;
diff --git a/packages/nocodb/src/lib/db/sql-data-mapper/lib/BaseModel.ts b/packages/nocodb/src/lib/db/sql-data-mapper/lib/BaseModel.ts
index 1f4989c0cd..2a9343f02d 100644
--- a/packages/nocodb/src/lib/db/sql-data-mapper/lib/BaseModel.ts
+++ b/packages/nocodb/src/lib/db/sql-data-mapper/lib/BaseModel.ts
@@ -1,10 +1,10 @@
 /* eslint-disable @typescript-eslint/ban-types,prefer-const */
+import groupBy from 'lodash/groupBy';
 import type { Knex } from 'knex';
 import type Filter from '../../../models/Filter';
 import type Sort from '../../../models/Sort';
 
 const autoBind = require('auto-bind');
-const _ = require('lodash');
 const Validator = require('validator');
 
 // interface BaseModel {
@@ -977,7 +977,7 @@ abstract class BaseModel {
       )
     );
 
-    const gs = _.groupBy(childs, cn);
+    const gs = groupBy(childs, cn);
     parent.forEach((row) => {
       row[child] = gs[row[this.pks?.[0]?.cn]] || [];
     });
@@ -1133,7 +1133,7 @@ abstract class BaseModel {
         .whereIn(rcn, parentIds)
     );
 
-    const gs = _.groupBy(parents, rcn);
+    const gs = groupBy(parents, rcn);
 
     childs.forEach((row) => {
       row[parent] = gs[row[cn]] && gs[row[cn]][0];
@@ -1179,7 +1179,7 @@ abstract class BaseModel {
         )
       );
 
-      return _.groupBy(childs, cn);
+      return groupBy(childs, cn);
     } catch (e) {
       console.log(e);
       throw e;
@@ -1224,7 +1224,7 @@ abstract class BaseModel {
       );
 
       return childs.map(({ count }) => count);
-      // return _.groupBy(childs, cn);
+      // return groupBy(childs, cn);
     } catch (e) {
       console.log(e);
       throw e;
diff --git a/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSql.ts b/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSql.ts
index 0f394b6bf9..b0b7b4926f 100644
--- a/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSql.ts
+++ b/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSql.ts
@@ -1,5 +1,7 @@
 import autoBind from 'auto-bind';
-import _ from 'lodash';
+import groupBy from 'lodash/groupBy';
+import isEmpty from 'lodash/isEmpty';
+import difference from 'lodash/difference';
 import Validator from 'validator';
 import Papaparse from 'papaparse';
 import BaseModel from '../BaseModel';
@@ -315,7 +317,7 @@ class BaseModelSql extends BaseModel {
             : response?.[ai._cn],
           this.defaultNestedBtQueryParams
         );
-        response = !_.isEmpty(nestedResponse) ? nestedResponse : response;
+        response = !isEmpty(nestedResponse) ? nestedResponse : response;
       }
 
       if (Array.isArray(response)) {
@@ -1213,7 +1215,7 @@ class BaseModelSql extends BaseModel {
   private _buildDistinctQuery(columns: string[]) {
     const query = this.$db;
     const formulaColumns = this.filterFormulaColumns(columns);
-    const otherColumns = _.difference(columns, formulaColumns);
+    const otherColumns = difference(columns, formulaColumns);
     if (!otherColumns.length && !formulaColumns.length) {
       query.distinct(this.selectQuery('')).distinct(...this.selectFormulas);
     }
@@ -1330,7 +1332,7 @@ class BaseModelSql extends BaseModel {
       )
     );
 
-    const gs = _.groupBy(childs, _cn);
+    const gs = groupBy(childs, _cn);
     parent.forEach((row) => {
       row[`${this.dbModels?.[child]?._tn || child}List`] =
         gs[row[_cn] || row[this.pks[0]._cn]] || [];
@@ -1408,7 +1410,7 @@ class BaseModelSql extends BaseModel {
       )
     );
 
-    const gs = _.groupBy(childs, `${tn}_${vcn}`);
+    const gs = groupBy(childs, `${tn}_${vcn}`);
     return parentIds.map((id) => gs[id] || []);
   }
 
@@ -2004,7 +2006,7 @@ class BaseModelSql extends BaseModel {
         .whereIn(rcn, parentIds)
     );
 
-    const gs = _.groupBy(
+    const gs = groupBy(
       parents,
       this.dbModels[parent]?.columnToAlias?.[rcn] || rcn
     );
@@ -2083,8 +2085,8 @@ class BaseModelSql extends BaseModel {
         )
       );
 
-      // return _.groupBy(childs, cn);
-      return _.groupBy(childs, this.dbModels?.[child]?.columnToAlias[cn]);
+      // return groupBy(childs, cn);
+      return groupBy(childs, this.dbModels?.[child]?.columnToAlias[cn]);
     } catch (e) {
       console.log(e);
       throw e;
@@ -2133,7 +2135,7 @@ class BaseModelSql extends BaseModel {
       );
 
       return childs.map(({ count }) => count);
-      // return _.groupBy(childs, cn);
+      // return groupBy(childs, cn);
     } catch (e) {
       console.log(e);
       throw e;
diff --git a/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSqlv2.ts b/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSqlv2.ts
index 9f777a217a..35ebadccc1 100644
--- a/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSqlv2.ts
+++ b/packages/nocodb/src/lib/db/sql-data-mapper/lib/sql/BaseModelSqlv2.ts
@@ -1,5 +1,5 @@
 import autoBind from 'auto-bind';
-import _ from 'lodash';
+import groupBy from 'lodash/groupBy';
 import DataLoader from 'dataloader';
 import {
   AuditOperationSubTypes,
@@ -436,7 +436,7 @@ class BaseModelSqlv2 {
         })
       ).getProto();
 
-      return _.groupBy(
+      return groupBy(
         children.map((c) => {
           c.__proto__ = proto;
           return c;
@@ -604,7 +604,6 @@ class BaseModelSqlv2 {
         .first();
       const { count } = await query;
       return count;
-      // return _.groupBy(children, cn);
     } catch (e) {
       console.log(e);
       throw e;
@@ -682,7 +681,7 @@ class BaseModelSqlv2 {
         dbDriver: this.dbDriver,
       })
     ).getProto();
-    const gs = _.groupBy(
+    const gs = groupBy(
       children.map((c) => {
         c.__proto__ = proto;
         return c;
@@ -799,7 +798,7 @@ class BaseModelSqlv2 {
       !this.isSqlite
     );
 
-    const gs = _.groupBy(children, GROUP_COL);
+    const gs = groupBy(children, GROUP_COL);
     return parentIds.map((id) => gs?.[id]?.[0] || []);
   }
 
@@ -1361,7 +1360,7 @@ class BaseModelSqlv2 {
                     },
                     true
                   );
-                  const gs = _.groupBy(data, pCol.title);
+                  const gs = groupBy(data, pCol.title);
                   return ids.map(async (id: string) => gs?.[id]?.[0]);
                 } catch (e) {
                   console.log(e);
diff --git a/packages/nocodb/src/lib/db/sql-mgr/code/gql-schema/xc-ts/BaseGqlXcTsSchema.ts b/packages/nocodb/src/lib/db/sql-mgr/code/gql-schema/xc-ts/BaseGqlXcTsSchema.ts
index 2e6de93b6b..87b24133a8 100644
--- a/packages/nocodb/src/lib/db/sql-mgr/code/gql-schema/xc-ts/BaseGqlXcTsSchema.ts
+++ b/packages/nocodb/src/lib/db/sql-mgr/code/gql-schema/xc-ts/BaseGqlXcTsSchema.ts
@@ -1,4 +1,4 @@
-import lodash from 'lodash';
+import uniqBy from 'lodash/uniqBy';
 import BaseRender from '../../BaseRender';
 import { AGG_DEFAULT_COLS, GROUPBY_DEFAULT_COLS } from './schemaHelp';
 
@@ -140,7 +140,7 @@ abstract class BaseGqlXcTsSchema extends BaseRender {
 
     let hasManyRelations = args.hasMany;
     if (hasManyRelations.length > 1) {
-      hasManyRelations = lodash.uniqBy(hasManyRelations, (e) => {
+      hasManyRelations = uniqBy(hasManyRelations, (e) => {
         return [e.tn, e.rtn].join();
       });
     }
@@ -159,7 +159,7 @@ abstract class BaseGqlXcTsSchema extends BaseRender {
 
     let belongsToRelations = args.belongsTo;
     if (belongsToRelations.length > 1) {
-      belongsToRelations = lodash.uniqBy(belongsToRelations, (e) => {
+      belongsToRelations = uniqBy(belongsToRelations, (e) => {
         return [e.tn, e.rtn].join();
       });
     }
diff --git a/packages/nocodb/src/lib/db/sql-mgr/code/policies/xc/ExpressXcPolicy.ts b/packages/nocodb/src/lib/db/sql-mgr/code/policies/xc/ExpressXcPolicy.ts
index e896b3da50..0265a7380b 100644
--- a/packages/nocodb/src/lib/db/sql-mgr/code/policies/xc/ExpressXcPolicy.ts
+++ b/packages/nocodb/src/lib/db/sql-mgr/code/policies/xc/ExpressXcPolicy.ts
@@ -1,4 +1,4 @@
-import lodash from 'lodash';
+import uniqBy from 'lodash/uniqBy';
 import BaseRender from '../../BaseRender';
 import type { Acl } from '../../../../../../interface/config';
 
@@ -59,7 +59,7 @@ class ExpressXcMiddleware extends BaseRender {
       ? args.relations.filter((r) => r.rtn === args.tn)
       : [];
     if (hmRelations.length > 1)
-      hmRelations = lodash.uniqBy(hmRelations, function (e) {
+      hmRelations = uniqBy(hmRelations, function (e) {
         return [e.tn, e.rtn].join();
       });
     for (let i = 0; i < hmRelations.length; ++i) {
@@ -85,7 +85,7 @@ class ExpressXcMiddleware extends BaseRender {
       ? args.relations.filter((r) => r.tn === args.tn)
       : [];
     if (btRelations.length > 1)
-      btRelations = lodash.uniqBy(btRelations, function (e) {
+      btRelations = uniqBy(btRelations, function (e) {
         return [e.tn, e.rtn].join();
       });
     for (let i = 0; i < btRelations.length; ++i) {
diff --git a/packages/nocodb/src/lib/v1-legacy/gql/GqlApiBuilder.ts b/packages/nocodb/src/lib/v1-legacy/gql/GqlApiBuilder.ts
index c58d960bf2..e079f802a9 100644
--- a/packages/nocodb/src/lib/v1-legacy/gql/GqlApiBuilder.ts
+++ b/packages/nocodb/src/lib/v1-legacy/gql/GqlApiBuilder.ts
@@ -3,7 +3,7 @@ import debug from 'debug';
 import { Router } from 'express';
 import { execute } from 'graphql';
 import { GraphQLJSON } from 'graphql-type-json';
-import _ from 'lodash';
+import groupBy from 'lodash/groupBy';
 import { BaseType } from 'xc-core-ts';
 import ExpressXcTsPolicyGql from '../../db/sql-mgr/code/gql-policies/xc-ts/ExpressXcTsPolicyGql';
 import GqlXcSchemaFactory from '../../db/sql-mgr/code/gql-schema/xc-ts/GqlXcSchemaFactory';
@@ -716,7 +716,7 @@ export class GqlApiBuilder extends BaseApiBuilder<Noco> implements XcMetaMgr {
               limit: ids.length,
               where: `(${belongsToRel.rcn},in,${ids.join(',')})`,
             });
-            const gs = _.groupBy(data, rcolNameAlias);
+            const gs = groupBy(data, rcolNameAlias);
             return ids.map(
               async (id: string) =>
                 gs?.[id]?.[0] && new self.types[belongsToRel.rtn](gs[id][0])
@@ -2102,7 +2102,7 @@ export class GqlApiBuilder extends BaseApiBuilder<Noco> implements XcMetaMgr {
               where: `(${currentRelation.rcn},in,${ids.join(',')})`,
               limit: ids.length
             })
-            const gs = _.groupBy(data, currentRelation.rcn);
+            const gs = groupBy(data, currentRelation.rcn);
             return ids.map(async id => gs?.[id]?.[0] && new self.types[currentRelation.rtn](gs[id][0]))
           },
           [mw.postLoaderMiddleware]
@@ -2729,8 +2729,7 @@ export class GqlApiBuilder extends BaseApiBuilder<Noco> implements XcMetaMgr {
 
   private generateLoaderFromStringBody(fnBody: string[]): any {
     this.log(`generateLoaderFromStringBody : `);
-    // @ts-ignore
-    const _ = require('lodash');
+
     if (!(fnBody && Array.isArray(fnBody) && fnBody.length)) {
       return;
     }