diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 000000000..1bc00f1c4
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "realtime_dbms"]
+	path = realtime_dbms
+	url = https://github.com/mertyildiran/simple-realtime-dbms
diff --git a/Dockerfile b/Dockerfile
index 6ccd1b2ff..56179c854 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -42,6 +42,9 @@ RUN go build -ldflags="-s -w \
 COPY build_extensions.sh ..
 RUN cd .. && /bin/bash build_extensions.sh
 
+COPY realtime_dbms ../realtime_dbms
+RUN cd ../realtime_dbms/server && go build -o server server.go
+
 FROM alpine:3.13.5
 
 RUN apk add bash libpcap-dev tcpdump
@@ -49,6 +52,7 @@ WORKDIR /app
 
 # Copy binary and config files from /build to root folder of scratch container.
 COPY --from=builder ["/app/agent-build/mizuagent", "."]
+COPY --from=builder ["/app/realtime_dbms/server", "."]
 COPY --from=builder ["/app/agent/build/extensions", "extensions"]
 COPY --from=site-build ["/app/ui-build/build", "site"]
 
diff --git a/Makefile b/Makefile
index 722a5ff98..967182f80 100644
--- a/Makefile
+++ b/Makefile
@@ -34,6 +34,7 @@ build-cli-ci: ## Build CLI for CI.
 agent: ## Build agent.
 	@(echo "building mizu agent .." )
 	@(cd agent; go build -o build/mizuagent main.go)
+	${MAKE} database
 	${MAKE} extensions
 	@ls -l agent/build
 
@@ -72,6 +73,10 @@ clean-cli:  ## Clean CLI.
 clean-docker:
 	@(echo "DOCKER cleanup - NOT IMPLEMENTED YET " )
 
+database:
+	@(echo "building database .." )
+	@(cd realtime_dbms/server; go build -o ../../agent/build/server server.go)
+
 extensions:
 	./build_extensions.sh
 
diff --git a/agent/main.go b/agent/main.go
index b19db67b3..2dc07ecc4 100644
--- a/agent/main.go
+++ b/agent/main.go
@@ -13,12 +13,14 @@ import (
 	"mizuserver/pkg/utils"
 	"net/http"
 	"os"
+	"os/exec"
 	"os/signal"
 	"path"
 	"path/filepath"
 	"plugin"
 	"sort"
 	"strings"
+	"time"
 
 	"github.com/gin-contrib/static"
 	"github.com/gin-gonic/gin"
@@ -84,6 +86,19 @@ func main() {
 		go pipeTapChannelToSocket(socketConnection, filteredOutputItemsChannel)
 		// go pipeOutboundLinksChannelToSocket(socketConnection, outboundLinkOutputChannel)
 	} else if *apiServerMode {
+		ex, err := os.Executable()
+		if err != nil {
+			log.Fatal(err)
+		}
+		dir := path.Dir(ex)
+		cmd := exec.Command(filepath.Join(dir, "./server"), "-port", "8000")
+		cmd.Stdout = os.Stdout
+		err = cmd.Start()
+		time.Sleep(1 * time.Second)
+		if err != nil {
+			log.Fatal(err)
+		}
+
 		api.StartResolving(*namespace)
 
 		outputItemsChannel := make(chan *tapApi.OutputChannelItem)
diff --git a/realtime_dbms b/realtime_dbms
new file mode 160000
index 000000000..b86f10916
--- /dev/null
+++ b/realtime_dbms
@@ -0,0 +1 @@
+Subproject commit b86f10916f930db10c2f667f939f13a8743ef404