diff --git a/ci/scripts/gen-integration-test-yaml.py b/ci/scripts/gen-integration-test-yaml.py
index c0e270988da56..95e07ffccf0cc 100644
--- a/ci/scripts/gen-integration-test-yaml.py
+++ b/ci/scripts/gen-integration-test-yaml.py
@@ -30,6 +30,7 @@
     'elasticsearch-sink': ['json'],
     'redis-sink': ['json'],
     'big-query-sink': ['json'],
+    'mindsdb': ['json'],
     'vector': ['json'],
 }
 
diff --git a/integration_tests/mindsdb/data_check b/integration_tests/mindsdb/data_check
new file mode 100644
index 0000000000000..44e9222c929df
--- /dev/null
+++ b/integration_tests/mindsdb/data_check
@@ -0,0 +1 @@
+home_rentals
\ No newline at end of file
diff --git a/integration_tests/mindsdb/docker-compose.yml b/integration_tests/mindsdb/docker-compose.yml
new file mode 100644
index 0000000000000..c6eeec5c75ee6
--- /dev/null
+++ b/integration_tests/mindsdb/docker-compose.yml
@@ -0,0 +1,63 @@
+---
+version: "3"
+services:
+  risingwave-standalone:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: risingwave-standalone
+  etcd-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: etcd-0
+  grafana-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: grafana-0
+  minio-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: minio-0
+  prometheus-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: prometheus-0
+
+  # === MindsDB ===
+  mindsdb:
+    image: mindsdb/mindsdb:23.9.3.0
+    command: bash -c "python3 -m mindsdb --config=/root/mindsdb_config.json --api=http,postgres"
+    ports:
+      - 47334:47334 # http
+      - 55432:55432 # postgres
+    volumes:
+      - "./mdb_config.json:/root/mindsdb_config.json"
+    container_name: mindsdb
+
+  prepare_data:
+    image: postgres
+    depends_on:
+      - risingwave-standalone
+      - mindsdb
+    command:
+      - /bin/sh
+      - -c
+      - /prepare_data.sh
+    volumes:
+      - "./prepare_risingwave.sql:/prepare_risingwave.sql"
+      - "./prepare_mindsdb.sql:/prepare_mindsdb.sql"
+      - "./prepare_data.sh:/prepare_data.sh"
+    container_name: prepare_data
+    restart: on-failure
+
+volumes:
+  risingwave-standalone:
+    external: false
+  etcd-0:
+    external: false
+  grafana-0:
+    external: false
+  minio-0:
+    external: false
+  prometheus-0:
+    external: false
+name: risingwave-compose
diff --git a/integration_tests/mindsdb/mdb_config.json b/integration_tests/mindsdb/mdb_config.json
new file mode 100644
index 0000000000000..4f5a97b834351
--- /dev/null
+++ b/integration_tests/mindsdb/mdb_config.json
@@ -0,0 +1,28 @@
+{
+    "config_version": "1.4",
+    "storage_dir": "/root/mdb_storage",
+    "log": {
+        "level": {
+            "console": "ERROR",
+            "file": "WARNING",
+            "db": "WARNING"
+        }
+    },
+    "debug": false,
+    "integrations": {},
+    "auth": {
+        "username": "mindsdb",
+        "password": null
+    },
+    "api": {
+        "postgres": {
+            "host": "0.0.0.0",
+            "port": "55432",
+            "database": "mindsdb"
+        },
+        "http": {
+            "host": "0.0.0.0",
+            "port": "47334"
+        }
+    }
+}
diff --git a/integration_tests/mindsdb/prepare_data.sh b/integration_tests/mindsdb/prepare_data.sh
new file mode 100755
index 0000000000000..e47ac38f90c7b
--- /dev/null
+++ b/integration_tests/mindsdb/prepare_data.sh
@@ -0,0 +1,16 @@
+#!/bin/bash
+
+set -ex
+
+TABLE_NAME=home_rentals
+
+# Check if the table exists in the database
+if psql -h risingwave-standalone -p 4566 -U root -d dev -tAc "SELECT EXISTS (SELECT FROM information_schema.tables WHERE table_name = $TABLE_NAME);"; then
+    echo "Table $TABLE_NAME exists"
+else
+    echo "Table $TABLE_NAME does not exist"
+    # Create a new table and insert records
+    psql -h risingwave-standalone -p 4566 -U root -d dev -f ./prepare_risingwave.sql
+fi
+
+psql -h mindsdb -p 55432 -U mindsdb -d mindsdb -f ./prepare_mindsdb.sql
diff --git a/integration_tests/mindsdb/prepare_mindsdb.sql b/integration_tests/mindsdb/prepare_mindsdb.sql
new file mode 100644
index 0000000000000..9e4033beb9301
--- /dev/null
+++ b/integration_tests/mindsdb/prepare_mindsdb.sql
@@ -0,0 +1,13 @@
+CREATE DATABASE example_data
+WITH ENGINE = "postgres",
+PARAMETERS = {
+  "user": "root",
+  "host": "risingwave-standalone",
+  "port": "4566",
+  "database": "dev"
+};
+
+CREATE MODEL mindsdb.home_rentals_model
+FROM example_data
+  (SELECT * FROM home_rentals)
+PREDICT rental_price;
diff --git a/integration_tests/mindsdb/prepare_risingwave.sql b/integration_tests/mindsdb/prepare_risingwave.sql
new file mode 100644
index 0000000000000..8cd41ad11ec42
--- /dev/null
+++ b/integration_tests/mindsdb/prepare_risingwave.sql
@@ -0,0 +1,538 @@
+-- INFO: Credit to Mindsdb (https://github.com/mindsdb/mindsdb)
+-- This data comes from the postgresql dump maintained by mindsdb:
+--      https://docs.mindsdb.com/quickstart#3-connect-a-database-using-create-database
+-- Part of the original data in the mindsdb repo:
+--      https://github.com/mindsdb/mindsdb/blob/staging/docker/db_images/mysql/home_rentals.csv
+
+
+--
+-- PostgreSQL database dump
+--
+--
+-- Name: home_rentals; Type: TABLE; Schema: public; Owner: dev
+--
+
+CREATE TABLE IF NOT EXISTS home_rentals (
+    number_of_rooms integer,
+    number_of_bathrooms integer,
+    sqft integer,
+    location varchar,
+    days_on_market integer,
+    neighborhood varchar,
+    rental_price integer
+);
+
+--
+-- Data for Name: home_rentals; Type: TABLE DATA; Schema: public; Owner: dev
+--
+
+INSERT INTO home_rentals VALUES (2, 1, 917, 'great', 13, 'berkeley_hills', 3901);
+INSERT INTO home_rentals VALUES (0, 1, 194, 'great', 10, 'berkeley_hills', 2042);
+INSERT INTO home_rentals VALUES (1, 1, 543, 'poor', 18, 'westbrae', 1871);
+INSERT INTO home_rentals VALUES (2, 1, 503, 'good', 10, 'downtown', 3026);
+INSERT INTO home_rentals VALUES (3, 2, 1066, 'good', 13, 'thowsand_oaks', 4774);
+INSERT INTO home_rentals VALUES (3, 2, 816, 'poor', 25, 'westbrae', 4382);
+INSERT INTO home_rentals VALUES (0, 1, 461, 'great', 6, 'berkeley_hills', 2269);
+INSERT INTO home_rentals VALUES (1, 1, 333, 'great', 6, 'south_side', 2284);
+INSERT INTO home_rentals VALUES (3, 2, 1124, 'great', 9, 'south_side', 5420);
+INSERT INTO home_rentals VALUES (3, 2, 1204, 'good', 7, 'downtown', 5016);
+INSERT INTO home_rentals VALUES (0, 1, 538, 'poor', 43, 'alcatraz_ave', 1421);
+INSERT INTO home_rentals VALUES (2, 1, 890, 'good', 6, 'thowsand_oaks', 3476);
+INSERT INTO home_rentals VALUES (3, 2, 975, 'great', 6, 'south_side', 5271);
+INSERT INTO home_rentals VALUES (2, 1, 564, 'good', 13, 'downtown', 3001);
+INSERT INTO home_rentals VALUES (3, 2, 953, 'good', 10, 'thowsand_oaks', 4682);
+INSERT INTO home_rentals VALUES (1, 1, 493, 'poor', 24, 'alcatraz_ave', 1783);
+INSERT INTO home_rentals VALUES (1, 1, 601, 'poor', 47, 'alcatraz_ave', 1548);
+INSERT INTO home_rentals VALUES (0, 1, 191, 'good', 12, 'downtown', 1492);
+INSERT INTO home_rentals VALUES (0, 1, 511, 'great', 1, 'south_side', 2431);
+INSERT INTO home_rentals VALUES (3, 2, 916, 'poor', 36, 'westbrae', 4237);
+INSERT INTO home_rentals VALUES (2, 1, 624, 'poor', 47, 'alcatraz_ave', 2590);
+INSERT INTO home_rentals VALUES (3, 2, 1006, 'poor', 44, 'westbrae', 4204);
+INSERT INTO home_rentals VALUES (3, 2, 1236, 'good', 11, 'thowsand_oaks', 4993);
+INSERT INTO home_rentals VALUES (0, 1, 102, 'great', 8, 'berkeley_hills', 1895);
+INSERT INTO home_rentals VALUES (1, 1, 741, 'good', 3, 'downtown', 2226);
+INSERT INTO home_rentals VALUES (3, 2, 965, 'good', 4, 'thowsand_oaks', 4811);
+INSERT INTO home_rentals VALUES (0, 1, 524, 'great', 13, 'south_side', 2317);
+INSERT INTO home_rentals VALUES (0, 1, 497, 'good', 4, 'thowsand_oaks', 1877);
+INSERT INTO home_rentals VALUES (0, 1, 272, 'poor', 57, 'westbrae', 1034);
+INSERT INTO home_rentals VALUES (3, 2, 800, 'good', 2, 'thowsand_oaks', 4618);
+INSERT INTO home_rentals VALUES (0, 1, 438, 'great', 8, 'berkeley_hills', 2273);
+INSERT INTO home_rentals VALUES (1, 1, 435, 'good', 8, 'downtown', 1855);
+INSERT INTO home_rentals VALUES (1, 1, 625, 'poor', 42, 'westbrae', 1624);
+INSERT INTO home_rentals VALUES (3, 2, 1039, 'good', 1, 'thowsand_oaks', 4887);
+INSERT INTO home_rentals VALUES (0, 1, 535, 'good', 14, 'thowsand_oaks', 1830);
+INSERT INTO home_rentals VALUES (1, 1, 568, 'poor', 32, 'alcatraz_ave', 1680);
+INSERT INTO home_rentals VALUES (2, 1, 852, 'good', 12, 'thowsand_oaks', 3369);
+INSERT INTO home_rentals VALUES (3, 2, 1219, 'great', 3, 'south_side', 5510);
+INSERT INTO home_rentals VALUES (2, 1, 847, 'good', 7, 'thowsand_oaks', 3419);
+INSERT INTO home_rentals VALUES (3, 2, 1140, 'good', 10, 'thowsand_oaks', 4853);
+INSERT INTO home_rentals VALUES (0, 1, 240, 'poor', 45, 'alcatraz_ave', 1094);
+INSERT INTO home_rentals VALUES (3, 2, 1171, 'poor', 25, 'alcatraz_ave', 4727);
+INSERT INTO home_rentals VALUES (0, 1, 150, 'poor', 43, 'westbrae', 1033);
+INSERT INTO home_rentals VALUES (1, 1, 648, 'poor', 62, 'alcatraz_ave', 1426);
+INSERT INTO home_rentals VALUES (3, 2, 872, 'poor', 53, 'alcatraz_ave', 3933);
+INSERT INTO home_rentals VALUES (2, 1, 792, 'poor', 33, 'alcatraz_ave', 2935);
+INSERT INTO home_rentals VALUES (1, 1, 600, 'good', 11, 'downtown', 2009);
+INSERT INTO home_rentals VALUES (0, 1, 228, 'great', 10, 'berkeley_hills', 2067);
+INSERT INTO home_rentals VALUES (2, 1, 606, 'great', 4, 'south_side', 3675);
+INSERT INTO home_rentals VALUES (1, 1, 736, 'poor', 30, 'westbrae', 1853);
+INSERT INTO home_rentals VALUES (2, 1, 587, 'good', 14, 'thowsand_oaks', 3062);
+INSERT INTO home_rentals VALUES (1, 1, 363, 'good', 12, 'downtown', 1765);
+INSERT INTO home_rentals VALUES (1, 1, 398, 'great', 11, 'south_side', 2272);
+INSERT INTO home_rentals VALUES (3, 2, 1150, 'good', 2, 'downtown', 4982);
+INSERT INTO home_rentals VALUES (0, 1, 361, 'poor', 56, 'alcatraz_ave', 1155);
+INSERT INTO home_rentals VALUES (2, 1, 938, 'poor', 50, 'westbrae', 2827);
+INSERT INTO home_rentals VALUES (1, 1, 744, 'poor', 37, 'alcatraz_ave', 1853);
+INSERT INTO home_rentals VALUES (3, 2, 863, 'great', 4, 'berkeley_hills', 5151);
+INSERT INTO home_rentals VALUES (0, 1, 258, 'good', 10, 'downtown', 1544);
+INSERT INTO home_rentals VALUES (0, 1, 410, 'good', 3, 'downtown', 1740);
+INSERT INTO home_rentals VALUES (0, 1, 110, 'poor', 20, 'alcatraz_ave', 1315);
+INSERT INTO home_rentals VALUES (3, 2, 936, 'good', 2, 'downtown', 4738);
+INSERT INTO home_rentals VALUES (2, 1, 932, 'poor', 53, 'alcatraz_ave', 2807);
+INSERT INTO home_rentals VALUES (2, 1, 587, 'poor', 63, 'alcatraz_ave', 2350);
+INSERT INTO home_rentals VALUES (0, 1, 505, 'good', 2, 'downtown', 1863);
+INSERT INTO home_rentals VALUES (3, 2, 860, 'good', 4, 'downtown', 4631);
+INSERT INTO home_rentals VALUES (3, 2, 1088, 'poor', 52, 'westbrae', 4111);
+INSERT INTO home_rentals VALUES (1, 1, 686, 'good', 4, 'thowsand_oaks', 2175);
+INSERT INTO home_rentals VALUES (2, 1, 525, 'good', 3, 'thowsand_oaks', 3058);
+INSERT INTO home_rentals VALUES (3, 2, 939, 'poor', 29, 'westbrae', 4403);
+INSERT INTO home_rentals VALUES (1, 1, 380, 'poor', 30, 'alcatraz_ave', 1545);
+INSERT INTO home_rentals VALUES (0, 1, 267, 'good', 2, 'thowsand_oaks', 1635);
+INSERT INTO home_rentals VALUES (0, 1, 103, 'good', 12, 'thowsand_oaks', 1413);
+INSERT INTO home_rentals VALUES (3, 2, 952, 'great', 7, 'south_side', 5207);
+INSERT INTO home_rentals VALUES (1, 1, 489, 'good', 9, 'downtown', 1916);
+INSERT INTO home_rentals VALUES (2, 1, 655, 'poor', 32, 'alcatraz_ave', 2850);
+INSERT INTO home_rentals VALUES (1, 1, 490, 'great', 6, 'berkeley_hills', 2452);
+INSERT INTO home_rentals VALUES (1, 1, 327, 'poor', 63, 'westbrae', 1097);
+INSERT INTO home_rentals VALUES (0, 1, 459, 'poor', 37, 'westbrae', 1414);
+INSERT INTO home_rentals VALUES (1, 1, 719, 'poor', 64, 'alcatraz_ave', 1455);
+INSERT INTO home_rentals VALUES (0, 1, 144, 'great', 4, 'south_side', 1979);
+INSERT INTO home_rentals VALUES (1, 1, 407, 'good', 3, 'downtown', 1894);
+INSERT INTO home_rentals VALUES (2, 1, 871, 'good', 3, 'downtown', 3434);
+INSERT INTO home_rentals VALUES (3, 2, 1009, 'good', 10, 'thowsand_oaks', 4760);
+INSERT INTO home_rentals VALUES (3, 2, 913, 'great', 4, 'berkeley_hills', 5269);
+INSERT INTO home_rentals VALUES (3, 2, 972, 'good', 5, 'thowsand_oaks', 4794);
+INSERT INTO home_rentals VALUES (0, 1, 354, 'great', 13, 'berkeley_hills', 2162);
+INSERT INTO home_rentals VALUES (2, 1, 921, 'poor', 53, 'alcatraz_ave', 2826);
+INSERT INTO home_rentals VALUES (2, 1, 666, 'great', 10, 'berkeley_hills', 3671);
+INSERT INTO home_rentals VALUES (3, 2, 1087, 'good', 2, 'downtown', 4898);
+INSERT INTO home_rentals VALUES (2, 1, 549, 'poor', 19, 'alcatraz_ave', 2997);
+INSERT INTO home_rentals VALUES (2, 1, 653, 'good', 9, 'downtown', 3147);
+INSERT INTO home_rentals VALUES (1, 1, 300, 'good', 5, 'thowsand_oaks', 1739);
+INSERT INTO home_rentals VALUES (3, 2, 1190, 'poor', 58, 'westbrae', 4123);
+INSERT INTO home_rentals VALUES (1, 1, 386, 'poor', 56, 'alcatraz_ave', 1248);
+INSERT INTO home_rentals VALUES (0, 1, 509, 'poor', 18, 'westbrae', 1725);
+INSERT INTO home_rentals VALUES (1, 1, 568, 'poor', 15, 'alcatraz_ave', 1885);
+INSERT INTO home_rentals VALUES (1, 1, 741, 'good', 12, 'downtown', 2170);
+INSERT INTO home_rentals VALUES (3, 2, 1054, 'poor', 46, 'westbrae', 4181);
+INSERT INTO home_rentals VALUES (0, 1, 390, 'great', 4, 'south_side', 2230);
+INSERT INTO home_rentals VALUES (1, 1, 440, 'good', 6, 'thowsand_oaks', 1847);
+INSERT INTO home_rentals VALUES (3, 2, 1235, 'great', 1, 'berkeley_hills', 5602);
+INSERT INTO home_rentals VALUES (0, 1, 340, 'good', 5, 'downtown', 1722);
+INSERT INTO home_rentals VALUES (1, 1, 533, 'poor', 26, 'westbrae', 1727);
+INSERT INTO home_rentals VALUES (2, 1, 934, 'good', 2, 'thowsand_oaks', 3529);
+INSERT INTO home_rentals VALUES (2, 1, 891, 'good', 9, 'downtown', 3371);
+INSERT INTO home_rentals VALUES (2, 1, 846, 'good', 12, 'thowsand_oaks', 3282);
+INSERT INTO home_rentals VALUES (1, 1, 624, 'poor', 31, 'westbrae', 1806);
+INSERT INTO home_rentals VALUES (2, 1, 879, 'great', 10, 'south_side', 3923);
+INSERT INTO home_rentals VALUES (2, 1, 626, 'great', 4, 'south_side', 3693);
+INSERT INTO home_rentals VALUES (3, 2, 1186, 'poor', 62, 'westbrae', 4064);
+INSERT INTO home_rentals VALUES (0, 1, 371, 'good', 13, 'downtown', 1639);
+INSERT INTO home_rentals VALUES (3, 2, 1247, 'good', 11, 'thowsand_oaks', 4974);
+INSERT INTO home_rentals VALUES (1, 1, 519, 'good', 8, 'thowsand_oaks', 1956);
+INSERT INTO home_rentals VALUES (1, 1, 748, 'poor', 62, 'westbrae', 1493);
+INSERT INTO home_rentals VALUES (2, 1, 892, 'poor', 18, 'westbrae', 3303);
+INSERT INTO home_rentals VALUES (3, 2, 1102, 'poor', 64, 'alcatraz_ave', 3918);
+INSERT INTO home_rentals VALUES (1, 1, 630, 'great', 11, 'south_side', 2543);
+INSERT INTO home_rentals VALUES (0, 1, 454, 'poor', 47, 'westbrae', 1279);
+INSERT INTO home_rentals VALUES (1, 1, 409, 'great', 4, 'south_side', 2380);
+INSERT INTO home_rentals VALUES (1, 1, 727, 'good', 11, 'thowsand_oaks', 2078);
+INSERT INTO home_rentals VALUES (0, 1, 489, 'great', 6, 'berkeley_hills', 2307);
+INSERT INTO home_rentals VALUES (2, 1, 932, 'good', 10, 'downtown', 3447);
+INSERT INTO home_rentals VALUES (3, 2, 1226, 'great', 11, 'berkeley_hills', 5436);
+INSERT INTO home_rentals VALUES (1, 1, 714, 'good', 8, 'downtown', 2135);
+INSERT INTO home_rentals VALUES (1, 1, 432, 'good', 14, 'thowsand_oaks', 1782);
+INSERT INTO home_rentals VALUES (3, 2, 1097, 'good', 7, 'thowsand_oaks', 4832);
+INSERT INTO home_rentals VALUES (0, 1, 503, 'good', 9, 'thowsand_oaks', 1839);
+INSERT INTO home_rentals VALUES (1, 1, 698, 'poor', 23, 'westbrae', 1986);
+INSERT INTO home_rentals VALUES (0, 1, 245, 'great', 4, 'south_side', 2094);
+INSERT INTO home_rentals VALUES (3, 2, 1104, 'poor', 16, 'westbrae', 4750);
+INSERT INTO home_rentals VALUES (2, 1, 882, 'good', 13, 'thowsand_oaks', 3322);
+INSERT INTO home_rentals VALUES (1, 1, 603, 'great', 10, 'south_side', 2508);
+INSERT INTO home_rentals VALUES (1, 1, 666, 'poor', 38, 'alcatraz_ave', 1711);
+INSERT INTO home_rentals VALUES (3, 2, 1216, 'great', 5, 'south_side', 5495);
+INSERT INTO home_rentals VALUES (0, 1, 225, 'good', 3, 'thowsand_oaks', 1626);
+INSERT INTO home_rentals VALUES (3, 2, 1157, 'good', 10, 'downtown', 4862);
+INSERT INTO home_rentals VALUES (3, 2, 874, 'good', 1, 'thowsand_oaks', 4671);
+INSERT INTO home_rentals VALUES (0, 1, 312, 'poor', 26, 'westbrae', 1461);
+INSERT INTO home_rentals VALUES (0, 1, 519, 'good', 12, 'thowsand_oaks', 1760);
+INSERT INTO home_rentals VALUES (2, 1, 896, 'good', 5, 'thowsand_oaks', 3483);
+INSERT INTO home_rentals VALUES (2, 1, 885, 'poor', 50, 'westbrae', 2795);
+INSERT INTO home_rentals VALUES (0, 1, 157, 'poor', 36, 'westbrae', 1134);
+INSERT INTO home_rentals VALUES (0, 1, 426, 'good', 3, 'downtown', 1783);
+INSERT INTO home_rentals VALUES (2, 1, 679, 'good', 1, 'downtown', 3251);
+INSERT INTO home_rentals VALUES (3, 2, 1114, 'great', 9, 'south_side', 5363);
+INSERT INTO home_rentals VALUES (2, 1, 659, 'good', 14, 'thowsand_oaks', 3166);
+INSERT INTO home_rentals VALUES (1, 1, 309, 'good', 2, 'thowsand_oaks', 1783);
+INSERT INTO home_rentals VALUES (1, 1, 588, 'good', 14, 'downtown', 1961);
+INSERT INTO home_rentals VALUES (1, 1, 418, 'good', 3, 'downtown', 1907);
+INSERT INTO home_rentals VALUES (3, 2, 1133, 'good', 9, 'downtown', 4874);
+INSERT INTO home_rentals VALUES (0, 1, 332, 'good', 6, 'downtown', 1697);
+INSERT INTO home_rentals VALUES (3, 2, 808, 'good', 1, 'downtown', 4677);
+INSERT INTO home_rentals VALUES (2, 1, 891, 'good', 3, 'downtown', 3504);
+INSERT INTO home_rentals VALUES (3, 2, 1024, 'poor', 17, 'alcatraz_ave', 4745);
+INSERT INTO home_rentals VALUES (2, 1, 640, 'good', 8, 'downtown', 3153);
+INSERT INTO home_rentals VALUES (3, 2, 1038, 'great', 8, 'berkeley_hills', 5318);
+INSERT INTO home_rentals VALUES (1, 1, 305, 'good', 14, 'downtown', 1675);
+INSERT INTO home_rentals VALUES (3, 2, 819, 'great', 12, 'south_side', 5049);
+INSERT INTO home_rentals VALUES (1, 1, 499, 'poor', 38, 'westbrae', 1564);
+INSERT INTO home_rentals VALUES (3, 2, 1056, 'poor', 54, 'westbrae', 4108);
+INSERT INTO home_rentals VALUES (2, 1, 773, 'good', 12, 'thowsand_oaks', 3207);
+INSERT INTO home_rentals VALUES (3, 2, 816, 'good', 8, 'downtown', 4594);
+INSERT INTO home_rentals VALUES (1, 1, 649, 'great', 5, 'berkeley_hills', 2563);
+INSERT INTO home_rentals VALUES (0, 1, 399, 'good', 9, 'thowsand_oaks', 1672);
+INSERT INTO home_rentals VALUES (2, 1, 550, 'good', 1, 'downtown', 3155);
+INSERT INTO home_rentals VALUES (1, 1, 472, 'poor', 17, 'alcatraz_ave', 1771);
+INSERT INTO home_rentals VALUES (1, 1, 729, 'poor', 63, 'alcatraz_ave', 1420);
+INSERT INTO home_rentals VALUES (2, 1, 935, 'great', 13, 'south_side', 3880);
+INSERT INTO home_rentals VALUES (0, 1, 381, 'poor', 28, 'westbrae', 1459);
+INSERT INTO home_rentals VALUES (2, 1, 564, 'good', 7, 'thowsand_oaks', 3119);
+INSERT INTO home_rentals VALUES (3, 2, 865, 'good', 0, 'downtown', 4742);
+INSERT INTO home_rentals VALUES (2, 1, 805, 'good', 8, 'downtown', 3358);
+INSERT INTO home_rentals VALUES (2, 1, 942, 'poor', 59, 'westbrae', 2744);
+INSERT INTO home_rentals VALUES (0, 1, 145, 'great', 1, 'berkeley_hills', 2049);
+INSERT INTO home_rentals VALUES (1, 1, 477, 'poor', 64, 'westbrae', 1250);
+INSERT INTO home_rentals VALUES (1, 1, 721, 'great', 3, 'south_side', 2701);
+INSERT INTO home_rentals VALUES (1, 1, 447, 'good', 12, 'downtown', 1784);
+INSERT INTO home_rentals VALUES (1, 1, 350, 'good', 11, 'downtown', 1759);
+INSERT INTO home_rentals VALUES (0, 1, 415, 'poor', 39, 'westbrae', 1416);
+INSERT INTO home_rentals VALUES (2, 1, 850, 'good', 2, 'downtown', 3437);
+INSERT INTO home_rentals VALUES (3, 2, 1098, 'great', 10, 'south_side', 5386);
+INSERT INTO home_rentals VALUES (2, 1, 538, 'good', 10, 'thowsand_oaks', 2988);
+INSERT INTO home_rentals VALUES (1, 1, 443, 'good', 10, 'downtown', 1820);
+INSERT INTO home_rentals VALUES (2, 1, 505, 'good', 2, 'thowsand_oaks', 3080);
+INSERT INTO home_rentals VALUES (2, 1, 533, 'great', 2, 'south_side', 3645);
+INSERT INTO home_rentals VALUES (3, 2, 1055, 'good', 0, 'downtown', 4933);
+INSERT INTO home_rentals VALUES (3, 2, 1179, 'good', 7, 'downtown', 4977);
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+INSERT INTO home_rentals VALUES (0, 1, 113, 'good', 13, 'downtown', 1378);
+INSERT INTO home_rentals VALUES (0, 1, 232, 'poor', 62, 'alcatraz_ave', 904);
+INSERT INTO home_rentals VALUES (0, 1, 305, 'good', 3, 'thowsand_oaks', 1687);
+INSERT INTO home_rentals VALUES (3, 2, 959, 'great', 3, 'berkeley_hills', 5286);
+INSERT INTO home_rentals VALUES (2, 1, 771, 'good', 8, 'downtown', 3305);
+INSERT INTO home_rentals VALUES (1, 1, 329, 'good', 10, 'downtown', 1755);
+INSERT INTO home_rentals VALUES (2, 1, 735, 'good', 4, 'thowsand_oaks', 3288);
+INSERT INTO home_rentals VALUES (1, 1, 606, 'great', 14, 'south_side', 2454);
+INSERT INTO home_rentals VALUES (2, 1, 814, 'great', 5, 'berkeley_hills', 3868);
+INSERT INTO home_rentals VALUES (0, 1, 123, 'great', 9, 'south_side', 1976);
+INSERT INTO home_rentals VALUES (3, 2, 1165, 'good', 9, 'downtown', 4902);
+INSERT INTO home_rentals VALUES (1, 1, 598, 'great', 7, 'south_side', 2499);
+INSERT INTO home_rentals VALUES (3, 2, 902, 'poor', 42, 'alcatraz_ave', 4186);
+INSERT INTO home_rentals VALUES (0, 1, 500, 'poor', 42, 'alcatraz_ave', 1416);
+INSERT INTO home_rentals VALUES (1, 1, 674, 'good', 1, 'downtown', 2167);
+INSERT INTO home_rentals VALUES (0, 1, 451, 'poor', 60, 'alcatraz_ave', 1135);
+INSERT INTO home_rentals VALUES (0, 1, 267, 'poor', 32, 'westbrae', 1270);
+INSERT INTO home_rentals VALUES (0, 1, 310, 'good', 12, 'thowsand_oaks', 1638);
+INSERT INTO home_rentals VALUES (2, 1, 939, 'good', 12, 'thowsand_oaks', 3437);
+INSERT INTO home_rentals VALUES (1, 1, 730, 'good', 0, 'downtown', 2224);
+INSERT INTO home_rentals VALUES (0, 1, 223, 'poor', 57, 'alcatraz_ave', 988);
+INSERT INTO home_rentals VALUES (0, 1, 488, 'poor', 49, 'westbrae', 1335);
+INSERT INTO home_rentals VALUES (2, 1, 740, 'good', 6, 'downtown', 3294);
+INSERT INTO home_rentals VALUES (0, 1, 220, 'good', 3, 'thowsand_oaks', 1548);
+INSERT INTO home_rentals VALUES (2, 1, 935, 'good', 4, 'downtown', 3477);
+INSERT INTO home_rentals VALUES (0, 1, 267, 'good', 7, 'thowsand_oaks', 1580);
+INSERT INTO home_rentals VALUES (2, 1, 646, 'great', 0, 'south_side', 3727);
+INSERT INTO home_rentals VALUES (2, 1, 755, 'good', 7, 'downtown', 3254);
+INSERT INTO home_rentals VALUES (2, 1, 553, 'good', 8, 'downtown', 3073);
+INSERT INTO home_rentals VALUES (1, 1, 513, 'good', 11, 'thowsand_oaks', 1924);
+INSERT INTO home_rentals VALUES (3, 2, 893, 'poor', 38, 'alcatraz_ave', 4232);
+INSERT INTO home_rentals VALUES (0, 1, 307, 'great', 7, 'south_side', 2151);
+INSERT INTO home_rentals VALUES (3, 2, 984, 'good', 0, 'downtown', 4855);
+INSERT INTO home_rentals VALUES (3, 2, 916, 'good', 0, 'thowsand_oaks', 4727);
+INSERT INTO home_rentals VALUES (3, 2, 908, 'good', 9, 'thowsand_oaks', 4620);
+INSERT INTO home_rentals VALUES (3, 2, 1044, 'good', 9, 'thowsand_oaks', 4847);
+INSERT INTO home_rentals VALUES (3, 2, 926, 'good', 13, 'thowsand_oaks', 4679);
+INSERT INTO home_rentals VALUES (2, 1, 892, 'good', 3, 'downtown', 3435);
+INSERT INTO home_rentals VALUES (2, 1, 822, 'good', 8, 'downtown', 3374);
+INSERT INTO home_rentals VALUES (2, 1, 876, 'poor', 15, 'westbrae', 3347);
+INSERT INTO home_rentals VALUES (3, 2, 1212, 'poor', 16, 'westbrae', 4906);
+INSERT INTO home_rentals VALUES (0, 1, 283, 'poor', 54, 'alcatraz_ave', 1039);
+INSERT INTO home_rentals VALUES (0, 1, 149, 'poor', 47, 'westbrae', 989);
+INSERT INTO home_rentals VALUES (3, 2, 853, 'good', 4, 'downtown', 4710);
+INSERT INTO home_rentals VALUES (0, 1, 467, 'good', 1, 'thowsand_oaks', 1869);
+INSERT INTO home_rentals VALUES (2, 1, 872, 'poor', 61, 'westbrae', 2647);
+INSERT INTO home_rentals VALUES (2, 1, 623, 'poor', 26, 'westbrae', 2925);
+INSERT INTO home_rentals VALUES (3, 2, 1034, 'great', 12, 'berkeley_hills', 5259);
+INSERT INTO home_rentals VALUES (3, 2, 1121, 'good', 10, 'thowsand_oaks', 4877);
+INSERT INTO home_rentals VALUES (0, 1, 320, 'poor', 36, 'westbrae', 1279);
+INSERT INTO home_rentals VALUES (3, 2, 916, 'good', 3, 'downtown', 4716);
+INSERT INTO home_rentals VALUES (3, 2, 1119, 'poor', 54, 'alcatraz_ave', 4105);
+INSERT INTO home_rentals VALUES (0, 1, 397, 'good', 11, 'downtown', 1698);
+INSERT INTO home_rentals VALUES (0, 1, 337, 'good', 1, 'downtown', 1775);
+INSERT INTO home_rentals VALUES (2, 1, 903, 'poor', 58, 'alcatraz_ave', 2700);
+INSERT INTO home_rentals VALUES (3, 2, 1006, 'poor', 27, 'westbrae', 4515);
+INSERT INTO home_rentals VALUES (1, 1, 673, 'great', 7, 'south_side', 2604);
+
+
+--
+-- PostgreSQL database dump complete
+--
+
diff --git a/integration_tests/mindsdb/query_sink.sh b/integration_tests/mindsdb/query_sink.sh
new file mode 100644
index 0000000000000..fdfd9bf910576
--- /dev/null
+++ b/integration_tests/mindsdb/query_sink.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+set -x  # Enable printing of each command
+
+# The model creation may take a long time. Our estimate is 30 seconds. But it can be longer in lower-perf machines.
+sleep 30
+
+QUERY='SELECT rental_price FROM home_rentals_model WHERE number_of_bathrooms = 2 AND sqft = 1000;'
+psql -h localhost -p 55432 -U mindsdb -d mindsdb -c "$QUERY"
\ No newline at end of file
diff --git a/integration_tests/scripts/run_demos.py b/integration_tests/scripts/run_demos.py
index f5a6e0a6095f5..c43c4a4cc1556 100644
--- a/integration_tests/scripts/run_demos.py
+++ b/integration_tests/scripts/run_demos.py
@@ -20,6 +20,15 @@ def run_sql_file(f: str, dir: str):
         sys.exit(1)
 
 
+def run_bash_file(f: str, dir: str):
+    print("Running Bash file: {}".format(f))
+    # ON_ERROR_STOP=1 will let psql return error code when the query fails.
+    # https://stackoverflow.com/questions/37072245/check-return-status-of-psql-command-in-unix-shell-scripting
+    proc = subprocess.run(["bash", f], check=True, cwd=dir)
+    if proc.returncode != 0:
+        sys.exit(1)
+
+
 def run_demo(demo: str, format: str, wait_time = 40):
     file_dir = dirname(abspath(__file__))
     project_dir = dirname(file_dir)
@@ -40,8 +49,15 @@ def run_demo(demo: str, format: str, wait_time = 40):
                 continue
             # Fallback to default version when the protobuf version doesn't exist.
         sql_file = os.path.join(demo_dir,  fname)
+        if not os.path.exists(sql_file):
+            continue
         run_sql_file(sql_file, demo_dir)
         sleep(10)
+    # Run query_sink.sh if it exists.
+    query_sink_file = os.path.join(demo_dir,  'query_sink.sh')
+    if os.path.isfile(query_sink_file):
+        run_bash_file(query_sink_file, demo_dir)
+
 
 def run_kafka_cdc_demo():
     demo = "kafka-cdc-sink"
@@ -348,16 +364,16 @@ def run_bigquery_demo():
         if len(failed_cases) != 0:
             raise Exception("Data check failed for case {}".format(failed_cases))
 
-arg_parser = argparse.ArgumentParser(description='Run the demo')
-arg_parser.add_argument('--format',
-                        metavar='format',
-                        type=str,
-                        help='the format of output data',
-                        default='json')
-arg_parser.add_argument('--case',
-                        metavar='case',
-                        type=str,
-                        help='the test case')
+arg_parser = argparse.ArgumentParser(description="Run the demo")
+arg_parser.add_argument(
+    "--format",
+    metavar="format",
+    type=str,
+    help="the format of output data",
+    default="json",
+)
+
+arg_parser.add_argument("--case", metavar="case", type=str, help="the test case")
 args = arg_parser.parse_args()
 
 # disable telemetry in env