diff --git a/api/src/nlp/controllers/nlp-entity.controller.spec.ts b/api/src/nlp/controllers/nlp-entity.controller.spec.ts
index 1f1a8ae5..5e68e4a7 100644
--- a/api/src/nlp/controllers/nlp-entity.controller.spec.ts
+++ b/api/src/nlp/controllers/nlp-entity.controller.spec.ts
@@ -6,7 +6,11 @@
  * 2. All derivative works must include clear attribution to the original creator and software, Hexastack and Hexabot, in a prominent location (e.g., in the software's "About" section, documentation, and README file).
  */
 
-import { MethodNotAllowedException, NotFoundException } from '@nestjs/common';
+import {
+  BadRequestException,
+  MethodNotAllowedException,
+  NotFoundException,
+} from '@nestjs/common';
 import { EventEmitter2 } from '@nestjs/event-emitter';
 import { MongooseModule } from '@nestjs/mongoose';
 import { Test, TestingModule } from '@nestjs/testing';
@@ -258,4 +262,45 @@ describe('NlpEntityController', () => {
       ).rejects.toThrow(MethodNotAllowedException);
     });
   });
+  describe('deleteMany', () => {
+    it('should delete multiple nlp entities', async () => {
+      const entitiesToDelete = [
+        (
+          await nlpEntityService.findOne({
+            name: 'sentiment',
+          })
+        )?.id,
+        (
+          await nlpEntityService.findOne({
+            name: 'updated',
+          })
+        )?.id,
+      ];
+
+      const result = await nlpEntityController.deleteMany(entitiesToDelete);
+
+      expect(result.deletedCount).toEqual(entitiesToDelete.length);
+      const remainingEntities = await nlpEntityService.find({
+        _id: { $in: entitiesToDelete },
+      });
+      expect(remainingEntities.length).toBe(0);
+    });
+
+    it('should throw BadRequestException when no IDs are provided', async () => {
+      await expect(nlpEntityController.deleteMany([])).rejects.toThrow(
+        BadRequestException,
+      );
+    });
+
+    it('should throw NotFoundException when provided IDs do not exist', async () => {
+      const nonExistentIds = [
+        '614c1b2f58f4f04c876d6b8d',
+        '614c1b2f58f4f04c876d6b8e',
+      ];
+
+      await expect(
+        nlpEntityController.deleteMany(nonExistentIds),
+      ).rejects.toThrow(NotFoundException);
+    });
+  });
 });
diff --git a/api/src/nlp/controllers/nlp-entity.controller.ts b/api/src/nlp/controllers/nlp-entity.controller.ts
index f01353c2..0e729e7d 100644
--- a/api/src/nlp/controllers/nlp-entity.controller.ts
+++ b/api/src/nlp/controllers/nlp-entity.controller.ts
@@ -7,6 +7,7 @@
  */
 
 import {
+  BadRequestException,
   Body,
   Controller,
   Delete,
@@ -27,6 +28,7 @@ import { TFilterQuery } from 'mongoose';
 import { CsrfInterceptor } from '@/interceptors/csrf.interceptor';
 import { LoggerService } from '@/logger/logger.service';
 import { BaseController } from '@/utils/generics/base-controller';
+import { DeleteResult } from '@/utils/generics/base-repository';
 import { PageQueryDto } from '@/utils/pagination/pagination-query.dto';
 import { PageQueryPipe } from '@/utils/pagination/pagination-query.pipe';
 import { PopulatePipe } from '@/utils/pipes/populate.pipe';
@@ -211,4 +213,31 @@ export class NlpEntityController extends BaseController<
     }
     return result;
   }
+
+  /**
+   * Deletes multiple NLP entities by their IDs.
+   * @param ids - IDs of NLP entities to be deleted.
+   * @returns A Promise that resolves to the deletion result.
+   */
+  @CsrfCheck(true)
+  @Delete('')
+  @HttpCode(204)
+  async deleteMany(@Body('ids') ids: string[]): Promise<DeleteResult> {
+    if (!ids || ids.length === 0) {
+      throw new BadRequestException('No IDs provided for deletion.');
+    }
+    const deleteResult = await this.nlpEntityService.deleteMany({
+      _id: { $in: ids },
+    });
+
+    if (deleteResult.deletedCount === 0) {
+      this.logger.warn(
+        `Unable to delete NLP entities with provided IDs: ${ids}`,
+      );
+      throw new NotFoundException('NLP entities with provided IDs not found');
+    }
+
+    this.logger.log(`Successfully deleted NLP entities with IDs: ${ids}`);
+    return deleteResult;
+  }
 }
diff --git a/frontend/src/components/nlp/components/NlpEntity.tsx b/frontend/src/components/nlp/components/NlpEntity.tsx
index ae366440..4ae9c969 100644
--- a/frontend/src/components/nlp/components/NlpEntity.tsx
+++ b/frontend/src/components/nlp/components/NlpEntity.tsx
@@ -7,9 +7,11 @@
  */
 
 import AddIcon from "@mui/icons-material/Add";
+import DeleteIcon from "@mui/icons-material/Delete";
 import { Button, Chip, Grid } from "@mui/material";
-import { GridColDef } from "@mui/x-data-grid";
+import { GridColDef, GridRowSelectionModel } from "@mui/x-data-grid";
 import { useRouter } from "next/router";
+import { useState } from "react";
 
 import { DeleteDialog } from "@/app-components/dialogs";
 import { FilterTextfield } from "@/app-components/inputs/FilterTextfield";
@@ -20,6 +22,7 @@ import {
 import { renderHeader } from "@/app-components/tables/columns/renderHeader";
 import { DataGrid } from "@/app-components/tables/DataGrid";
 import { useDelete } from "@/hooks/crud/useDelete";
+import { useDeleteMany } from "@/hooks/crud/useDeleteMany";
 import { useFind } from "@/hooks/crud/useFind";
 import { getDisplayDialogs, useDialog } from "@/hooks/useDialog";
 import { useHasPermission } from "@/hooks/useHasPermission";
@@ -47,6 +50,20 @@ const NlpEntity = () => {
       toast.success(t("message.item_delete_success"));
     },
   });
+  const { mutateAsync: deleteNlpEntities } = useDeleteMany(
+    EntityType.NLP_ENTITY,
+    {
+      onError: (error) => {
+        toast.error(error);
+      },
+      onSuccess: () => {
+        deleteEntityDialogCtl.closeDialog();
+        setSelectedNlpEntities([]);
+        toast.success(t("message.item_delete_success"));
+      },
+    },
+  );
+  const [selectedNlpEntities, setSelectedNlpEntities] = useState<string[]>([]);
   const addDialogCtl = useDialog<INlpEntity>(false);
   const { t } = useTranslate();
   const { toast } = useToast();
@@ -154,6 +171,9 @@ const NlpEntity = () => {
     },
     actionEntityColumns,
   ];
+  const handleSelectionChange = (selection: GridRowSelectionModel) => {
+    setSelectedNlpEntities(selection as string[]);
+  };
 
   return (
     <Grid item xs={12}>
@@ -162,18 +182,29 @@ const NlpEntity = () => {
       <DeleteDialog
         {...deleteEntityDialogCtl}
         callback={() => {
-          if (deleteEntityDialogCtl.data)
+          if (selectedNlpEntities.length > 0) {
+            deleteNlpEntities(selectedNlpEntities);
+            setSelectedNlpEntities([]);
+            deleteEntityDialogCtl.closeDialog();
+          } else if (deleteEntityDialogCtl.data) {
             deleteNlpEntity(deleteEntityDialogCtl.data);
+          }
         }}
       />
 
-      <Grid container alignItems="center">
-        <Grid item xs={6}>
+      <Grid
+        justifyContent="flex-end"
+        gap={1}
+        container
+        alignItems="center"
+        flexShrink={0}
+      >
+        <Grid item>
           <FilterTextfield onChange={onSearch} />
         </Grid>
 
         {hasPermission(EntityType.NLP_ENTITY, PermissionAction.CREATE) ? (
-          <Grid item xs={6}>
+          <Grid item>
             <Button
               startIcon={<AddIcon />}
               variant="contained"
@@ -184,10 +215,27 @@ const NlpEntity = () => {
             </Button>
           </Grid>
         ) : null}
+        {selectedNlpEntities.length > 0 && (
+          <Grid item>
+            <Button
+              startIcon={<DeleteIcon />}
+              variant="contained"
+              color="error"
+              onClick={() => deleteEntityDialogCtl.openDialog(undefined)}
+            >
+              {t("button.delete")}
+            </Button>
+          </Grid>
+        )}
       </Grid>
 
       <Grid mt={3}>
-        <DataGrid columns={nlpEntityColumns} {...nlpEntityGrid} />
+        <DataGrid
+          columns={nlpEntityColumns}
+          {...nlpEntityGrid}
+          checkboxSelection
+          onRowSelectionModelChange={handleSelectionChange}
+        />
       </Grid>
     </Grid>
   );