diff --git a/docker-compose.yml b/docker-compose.yml
index 35c652d..3eabf28 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -71,7 +71,7 @@ services:
       API_KEYS: ${API_KEYS:-{}}
       OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://host.docker.internal:11434}
       EMBEDDING_MODEL: ${EMBEDDING_MODEL:-nomic-embed-text}
-      EMBEDDING_DIMS: ${EMBEDDING_DIMS:-768}
+      EMBEDDING_DIMS: ${EMBEDDING_DIMS:-2560}
     expose:
       - "8000"
     networks:
diff --git a/setup.sh b/setup.sh
new file mode 100755
index 0000000..3848dea
--- /dev/null
+++ b/setup.sh
@@ -0,0 +1,122 @@
+#!/bin/bash
+
+set -e
+
+COMPOSE_PROJECT_NAME="${COMPOSE_PROJECT_NAME:-mem0}"
+VOLUMES=("qdrant_data" "neo4j_data" "neo4j_logs" "neo4j_import" "neo4j_plugins")
+
+echo "=========================================="
+echo "   Mem0 Setup Script"
+echo "=========================================="
+echo ""
+
+check_volumes_exist() {
+    local exists=false
+    for vol in "${VOLUMES[@]}"; do
+        full_name="${COMPOSE_PROJECT_NAME}_${vol}"
+        if docker volume ls -q | grep -q "^${full_name}$"; then
+            exists=true
+            break
+        fi
+    done
+    echo "$exists"
+}
+
+list_existing_volumes() {
+    echo "Existing volumes:"
+    for vol in "${VOLUMES[@]}"; do
+        full_name="${COMPOSE_PROJECT_NAME}_${vol}"
+        if docker volume ls -q | grep -q "^${full_name}$"; then
+            size=$(docker system df -v 2>/dev/null | grep "$full_name" | awk '{print $4}' || echo "unknown")
+            echo "  - $full_name ($size)"
+        fi
+    done
+}
+
+remove_volumes() {
+    echo "Stopping containers..."
+    docker compose down 2>/dev/null || true
+    
+    echo "Removing volumes..."
+    for vol in "${VOLUMES[@]}"; do
+        full_name="${COMPOSE_PROJECT_NAME}_${vol}"
+        if docker volume ls -q | grep -q "^${full_name}$"; then
+            echo "  Removing $full_name..."
+            docker volume rm "$full_name" 2>/dev/null || true
+        fi
+    done
+    echo "Volumes removed."
+}
+
+build_and_start() {
+    echo ""
+    echo "Building containers..."
+    docker compose build
+    
+    echo ""
+    echo "Starting services..."
+    docker compose up -d
+    
+    echo ""
+    echo "Waiting for services to be healthy..."
+    sleep 5
+    
+    echo ""
+    echo "Checking health..."
+    curl -s http://localhost:8000/health 2>/dev/null | jq . || echo "Health check not available yet. Services may still be starting."
+    
+    echo ""
+    echo "=========================================="
+    echo "   Setup Complete!"
+    echo "=========================================="
+    echo ""
+    echo "Services:"
+    echo "  - Backend API: http://localhost:8000"
+    echo "  - API Docs: http://localhost:8000/docs"
+    echo "  - Health Check: http://localhost:8000/health"
+    echo ""
+    echo "Logs: docker compose logs -f backend"
+}
+
+if [ "$(check_volumes_exist)" = "true" ]; then
+    echo "Existing data volumes detected!"
+    echo ""
+    list_existing_volumes
+    echo ""
+    echo "Options:"
+    echo "  1) Keep existing data and start services"
+    echo "  2) Reset everything (DELETE ALL DATA) and start fresh"
+    echo "  3) Exit"
+    echo ""
+    read -p "Choose an option [1/2/3]: " choice
+    
+    case $choice in
+        1)
+            echo ""
+            echo "Keeping existing data..."
+            build_and_start
+            ;;
+        2)
+            echo ""
+            read -p "Are you sure you want to DELETE ALL DATA? Type 'yes' to confirm: " confirm
+            if [ "$confirm" = "yes" ]; then
+                remove_volumes
+                build_and_start
+            else
+                echo "Aborted."
+                exit 1
+            fi
+            ;;
+        3)
+            echo "Exiting."
+            exit 0
+            ;;
+        *)
+            echo "Invalid option. Exiting."
+            exit 1
+            ;;
+    esac
+else
+    echo "No existing volumes found. Starting fresh setup..."
+    build_and_start
+fi