diff --git a/backend/src/modules/rgbpp/address/address.module.ts b/backend/src/modules/rgbpp/address/address.module.ts
index 49e3d1d0..a0ffb5f2 100644
--- a/backend/src/modules/rgbpp/address/address.module.ts
+++ b/backend/src/modules/rgbpp/address/address.module.ts
@@ -6,6 +6,7 @@ import { CkbRpcModule } from 'src/core/ckb-rpc/ckb-rpc.module';
 import { RgbppModule } from '../rgbpp.module';
 import { CkbTransactionModule } from 'src/modules/ckb/transaction/transaction.module';
 import { BullModule } from '@nestjs/bullmq';
+import { RgbppAddressService } from './address.service';
 
 @Module({
   imports: [
@@ -22,6 +23,6 @@ import { BullModule } from '@nestjs/bullmq';
       },
     }),
   ],
-  providers: [RgbppAddressResolver],
+  providers: [RgbppAddressResolver, RgbppAddressService],
 })
 export class RgbppAddressModule {}
diff --git a/backend/src/modules/rgbpp/address/address.resolver.ts b/backend/src/modules/rgbpp/address/address.resolver.ts
index 45e36b01..b96263b0 100644
--- a/backend/src/modules/rgbpp/address/address.resolver.ts
+++ b/backend/src/modules/rgbpp/address/address.resolver.ts
@@ -4,15 +4,14 @@ import { RgbppAddress } from './address.model';
 import { ParentField } from 'src/decorators/parent-field.decorator';
 import { RgbppAsset } from '../asset/asset.model';
 import { CkbXUDTInfo } from 'src/modules/ckb/cell/cell.model';
-import { Loader } from 'src/common/dataloader';
-import {
-  CkbExplorerTransactionLoader,
-  CkbExplorerTransactionLoaderType,
-} from 'src/modules/ckb/transaction/transaction.dataloader';
+import { RgbppAddressService } from './address.service';
 
 @Resolver(() => RgbppAddress)
 export class RgbppAddressResolver {
-  constructor(private ckbExplorerService: CkbExplorerService) { }
+  constructor(
+    private ckbExplorerService: CkbExplorerService,
+    private rgbppAddressService: RgbppAddressService,
+  ) {}
 
   @Query(() => RgbppAddress, { name: 'rgbppAddress', nullable: true })
   public async getBtcAddress(@Args('address') address: string): Promise<RgbppAddress> {
@@ -27,24 +26,15 @@ export class RgbppAddressResolver {
     return cells.meta.total;
   }
 
-  @ResolveField(() => Float)
-  public async cellsCount(@ParentField('address') address: string): Promise<number> {
-    // TODO: implement this
-    return 0;
-  }
-
   @ResolveField(() => [RgbppAsset])
   public async assets(@ParentField('address') address: string): Promise<RgbppAsset[]> {
-    // TODO: implement this
-    return [];
+    const assets = await this.rgbppAddressService.getAddressAssets(address);
+    return assets;
   }
 
   @ResolveField(() => [CkbXUDTInfo])
-  public async balances(
-    @ParentField('address') address: string,
-    @Loader(CkbExplorerTransactionLoader) explorerTxLoader: CkbExplorerTransactionLoaderType,
-  ): Promise<(CkbXUDTInfo | null)[]> {
-    // TODO: implement this
-    return [];
+  public async balances(@ParentField('address') address: string): Promise<(CkbXUDTInfo | null)[]> {
+    const balances = await this.rgbppAddressService.getAddressBalances(address);
+    return balances;
   }
 }
diff --git a/backend/src/modules/rgbpp/address/address.service.ts b/backend/src/modules/rgbpp/address/address.service.ts
new file mode 100644
index 00000000..25198916
--- /dev/null
+++ b/backend/src/modules/rgbpp/address/address.service.ts
@@ -0,0 +1,83 @@
+import { BI } from '@ckb-lumos/bi';
+import { Injectable } from '@nestjs/common';
+import { CkbExplorerService } from 'src/core/ckb-explorer/ckb-explorer.service';
+import { PrismaService } from 'src/core/database/prisma/prisma.service';
+import { CkbCell, CkbXUDTInfo } from 'src/modules/ckb/cell/cell.model';
+import { RgbppAsset } from '../asset/asset.model';
+import { CkbRpcWebsocketService } from 'src/core/ckb-rpc/ckb-rpc-websocket.service';
+import { CKB_CHAIN_ID } from 'src/constants';
+
+@Injectable()
+export class RgbppAddressService {
+  constructor(
+    private prismaService: PrismaService,
+    private ckbExplorerService: CkbExplorerService,
+    private ckbRpcService: CkbRpcWebsocketService,
+  ) { }
+
+  public async getAddressAssets(address: string) {
+    const lockScript = await this.prismaService.lockScript.findMany({
+      where: {
+        ownerAddress: address,
+        chainId: CKB_CHAIN_ID,
+      },
+    });
+    if (lockScript.length === 0) {
+      return [];
+    }
+    const results = await this.prismaService.asset.findMany({
+      where: {
+        lockScriptHash: {
+          in: lockScript.map((script) => script.scriptHash),
+        },
+        isLive: true,
+      },
+    });
+    if (results.length === 0) {
+      return [];
+    }
+    const outputMap = results.reduce(
+      (map, { txHash, index }) => {
+        if (map[txHash] === undefined) {
+          map[txHash] = [];
+        }
+        map[txHash].push(index);
+        return map;
+      },
+      {} as Record<string, string[]>,
+    );
+    const assets = await Promise.all(
+      Object.keys(outputMap).map(async (txHash) => {
+        const tx = await this.ckbRpcService.getTransaction(txHash);
+        return outputMap[txHash].map((index) =>
+          RgbppAsset.fromTransaction(address, tx.transaction, BI.from(index).toNumber()),
+        );
+      }),
+    );
+    return assets.flat();
+  }
+
+  public async getAddressBalances(address: string): Promise<CkbXUDTInfo[]> {
+    const result = await this.prismaService.holder.findMany({
+      where: {
+        address,
+      },
+      orderBy: {
+        assetAmount: 'desc',
+      },
+    });
+    const balances = await Promise.all(
+      result.map(async ({ typeScriptHash, assetAmount }) => {
+        const info = await this.ckbExplorerService.getXUDT(typeScriptHash);
+        const xudtInfo: CkbXUDTInfo = {
+          symbol: info.data.attributes.symbol,
+          decimal: BI.from(info.data.attributes.decimal).toNumber(),
+          typeHash: typeScriptHash,
+          amount: assetAmount.toHex(),
+        };
+        return xudtInfo;
+      }),
+    );
+    return balances;
+  }
+}
diff --git a/backend/src/modules/rgbpp/asset/asset.model.ts b/backend/src/modules/rgbpp/asset/asset.model.ts
index a0654f5b..93386736 100644
--- a/backend/src/modules/rgbpp/asset/asset.model.ts
+++ b/backend/src/modules/rgbpp/asset/asset.model.ts
@@ -10,10 +10,21 @@ export class RgbppAsset {
   @Field(() => CkbCell)
   cell: CkbCell;
 
-  public static from(address: string, cell: CkbRpc.Cell): RgbppAsset {
+  public static fromCell(address: string, cell: CkbRpc.Cell): RgbppAsset {
     return {
       owner: address,
       cell: CkbCell.fromCell(cell),
     };
   }
+
+  public static fromTransaction(
+    address: string,
+    tx: CkbRpc.Transaction,
+    index: number,
+  ): RgbppAsset {
+    return {
+      owner: address,
+      cell: CkbCell.fromTransaction(tx, index),
+    };
+  }
 }
diff --git a/backend/src/schema.gql b/backend/src/schema.gql
index d5ba5043..0d854527 100644
--- a/backend/src/schema.gql
+++ b/backend/src/schema.gql
@@ -252,7 +252,6 @@ type BitcoinTransaction {
 type RgbppAddress {
   address: String!
   utxosCount: Float!
-  cellsCount: Float!
   assets: [RgbppAsset!]!
   balances: [CkbXUDTInfo!]!
 }