diff --git a/README.md b/README.md
index df99eeb..8c2e1ae 100644
--- a/README.md
+++ b/README.md
@@ -1,27 +1,29 @@
-# Automated Open WebUI Installer for Debian
+# Automated Open WebUI & SearXNG Installer
 
 ![Debian](https://img.shields.io/badge/OS-Debian-A81D33?style=for-the-badge&logo=debian)![License](https://img.shields.io/badge/License-MIT-blue.svg?style=for-the-badge)
 
-A single, robust, and intelligent shell script to fully automate the deployment of [Open WebUI](https://github.com/open-webui/open-webui) on a Debian server. This script transforms a manual setup process into a production-ready, one-shot command, complete with security hardening and full life-cycle automation.
+A single, robust, and intelligent shell script to fully automate the deployment of [Open WebUI](https://github.com/open-webui/open-webui) and an optional, private [SearXNG](https://github.com/searxng/searxng) instance on a Debian server. This script transforms a manual setup process into a production-ready, one-shot command, complete with security hardening and full life-cycle automation.
 
-This project was born from an iterative process of converting a manual guide into a fully automated script, adding features and fixing real-world deployment issues like Let's Encrypt rate limits, firewall pre-configurations, and fragile cron job commands.
+This project was born from an iterative process of converting a manual guide into a fully automated script, adding features and fixing real-world deployment issues like Let's Encrypt rate limits, firewall pre-configurations, fragile cron jobs, and complex multi-container networking and configuration bugs.
 
 ## Features
 
 -   **Fully Automated Deployment:** Runs non-interactively after an initial prompt for configuration details.
+-   **Optional SearXNG Stack:**
+    -   Deploys a private SearXNG instance on a secure Docker network.
+    -   Exposes it publicly on a separate subdomain with Basic Auth protection.
+    -   Allows internal access from Open WebUI tools without authentication for fast, secure searching.
+    -   Supports an optional Brave Search API key for enhanced, ad-free results.
+    -   **Adds a custom JSON engine** to SearXNG for advanced integrations.
 -   **Security First:**
-    -   **Firewall Aware:** Intelligently detects and manages `UFW`, ensuring web ports are open or disabling it decisively to prevent silent failures.
-    -   **Brute-Force Protection:** Installs and configures `Fail2Ban` with a precise filter to block IPs that repeatedly fail login attempts.
--   **Robust Service Management:** Deploys Open WebUI via Docker, the recommended method, with the application port bound securely to the local interface.
--   **Automatic HTTPS:** Uses Nginx as a reverse proxy and `Certbot` to automatically obtain and renew a free Let's Encrypt SSL certificate.
+    -   **Firewall Aware:** Intelligently detects and manages `UFW`.
+    -   **Brute-Force Protection:** Installs and configures `Fail2Ban` to protect the Open WebUI login.
+-   **Robust Service Management:** Deploys services via Docker on a shared private network, the recommended method.
+-   **Automatic HTTPS:** Uses Nginx as a reverse proxy and `Certbot` to automatically obtain and renew free Let's Encrypt SSL certificates.
 -   **Production-Ready Automation:**
-    -   **System Updates:** Configures `unattended-upgrades` to automatically apply system security patches.
-    -   **Container Updates:** Deploys `Watchtower` to automatically update the Open WebUI container to the latest version.
-    -   **Scheduled Reboots:** Implements a robust weekly reboot via a cron job for system health and to apply kernel updates.
--   **Intelligent & Flexible:**
-    -   Handles both root domains (with/without `www`) and subdomains correctly.
-    -   Includes a **Let's Encrypt Staging Mode** to prevent rate-limiting during testing.
-    -   Uses a reliable `cron.d` file for scheduling, avoiding common scripting pitfalls.
+    -   **System Updates:** Configures `unattended-upgrades`.
+    -   **Container Updates:** Deploys `Watchtower` for automatic container updates.
+    -   **Scheduled Reboots:** Implements a robust weekly reboot via a `cron.d` file.
 
 ## Prerequisites
 
@@ -29,27 +31,24 @@ Before running the script, you will need:
 
 1.  A server running **Debian 11 or 12**.
 2.  `sudo` or `root` access.
-3.  A domain or subdomain with a DNS **A record** pointing to your server's public IP address.
+3.  A domain for Open WebUI (e.g., `ai.example.com`) with a DNS **A record** pointing to your server's IP.
+4.  **If deploying SearXNG**, a second domain (e.g., `search.example.com`) also pointing to your server's IP. *(The script uses `search.example.com` by default but the variable can be changed)*.
 
 ## Usage
 
-1.  Clone this repository to your Debian server:
+1.  Download the script to your Debian server:
     ```bash
     curl -fsSL -o onepush.sh https://git.r21.io/primemover/onepush/raw/branch/master/onepush.sh
     ```
-
 2.  Make the script executable:
     ```bash
     chmod +x onepush.sh
     ```
-
 3.  Run the script with `sudo`:
     ```bash
     sudo ./onepush.sh
     ```
 
-The script will then prompt you for the necessary configuration details before proceeding with the automated installation.
-
 ### The Interactive Prompts
 
 The script will ask you a few questions to configure your environment:
@@ -67,11 +66,14 @@ The script will ask you a few questions to configure your environment:
     -   Answer `Y` (the default) to have the script automatically add the `allow 'Nginx Full'` rule.
     -   Answer `n` if you want to manage the firewall yourself. **If you choose 'n' and UFW is active, the script will disable UFW entirely** to guarantee the script can complete.
 
+The script will then prompt you for the necessary configuration details before proceeding with the automated installation.
+
 ## Post-Installation
 
 Once the script finishes, you will have a fully functional and secure Open WebUI instance.
 
--   **Access Your Instance:** `https://your.domain.com`
+-   **Access Your Instance:** `https://ai.example.com`
+-   **Access SearXNG:** `https://search.example.com` (user: `admin`, with the password you set during installation).
 -   **Admin Account:** The first user to register on the site will automatically be granted administrator privileges.
 -   **Automations:** All automated services (system updates, container updates, reboots) are running in the background. No further action is needed.
 
@@ -83,9 +85,43 @@ The most common reason to re-run the script is to get a production SSL certifica
 
 ## Security Considerations
 
--   **Fail2Ban:** The jail `[open-webui]` is configured in `/etc/fail2ban/jail.d/open-webui.local`. It monitors the Nginx log file (`/var/log/nginx/your.domain.com.access.log`) for failed sign-in attempts (`POST /api/v1/auths/signin` with a `400` status code). After 5 failures, the offending IP is banned for 24 hours.
+-   **Fail2Ban:** The jail `[open-webui]` is configured in `/etc/fail2ban/jail.d/open-webui.local`. It monitors the Nginx log file (`/var/log/nginx/ai.example.com.access.log`) for failed sign-in attempts (`POST /api/v1/auths/signin` with a `400` status code). After 5 failures, the offending IP is banned for 24 hours.
 -   **Firewall:** The script binds the Open WebUI Docker container to the localhost interface (`127.0.0.1:3000`), meaning it is not directly exposed to the internet. Only Nginx can access it. If you opt-out of UFW management, you are responsible for ensuring a firewall (either on the host or at the network level) is configured to allow traffic on ports 80 and 443.
 
+### Using Your Private SearXNG Instance
+
+If you deployed SearXNG, you now have two powerful ways to enable web search for your models.
+
+#### Option A: Native Web Search (Recommended)
+
+This is the simplest and most integrated method.
+
+1.  Log in to Open WebUI as an admin.
+2.  Go to the **Admin Panel** -> **Settings** -> **Web Search**.
+3.  Enable the **Web Search** toggle.
+4.  In the **SearXNG URL** field, enter: `http://searxng:8080`
+    *(This special URL works because the containers can talk to each other directly over their private Docker network).*
+5.  Click **Save**.
+
+You can now enable the "Web Search" capability for any model in the "Models" section of your settings.
+
+#### Option B: Advanced Python Research Tool
+
+This method provides more granular control and is useful for complex workflows.
+
+1.  Go to **Settings** -> **Tools** and click **Add Tool**.
+2.  In the **Load from URL** field, paste the following link and click the load button:
+    ```
+    https://raw.githubusercontent.com/iamarcel/open-webui-utils/main/research_tool.py
+    ```
+3.  Click the **Settings** tab in the tool editor (the gear icon).
+4.  In the **Environment Variables** section, add the following key-value pair:
+    -   **Key:** `SEARXNG_BASE_URL`
+    -   **Value:** `http://searxng:8080`
+5.  Click **Save**.
+
+The tool is now installed and can be called in any chat using `@research`.
+
 ## License
 
 This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.
\ No newline at end of file
diff --git a/onepush.sh b/onepush.sh
index 058b9dc..5e0c598 100644
--- a/onepush.sh
+++ b/onepush.sh
@@ -1,42 +1,29 @@
 #!/bin/bash
 
 # ==============================================================================
-#   Automated Open WebUI Installer for Debian (v8 - Robust Cron Job)
+#   Automated Open WebUI & SearXNG Installer (v27 - The Final)
 #
 #   This script will:
-#   1. Use a robust /etc/cron.d file for the scheduled reboot, fixing a script hang.
-#   2. Detect if UFW is active and handle it decisively.
-#   3. Install all dependencies and deploy the full stack.
-#   4. Configure all automations (updates, reboots, security).
+#   1. Deploy a complete, secure, and automated stack for Open WebUI.
+#   2. Optionally deploy SearXNG and add a user-defined JSON engine override.
+#   3. All previous bug fixes and best practices are retained.
 # ==============================================================================
 
 # --- Safety Checks ---
 set -euo pipefail
 
 # --- Pre-flight Checks ---
-if [[ "$EUID" -ne 0 ]]; then
-  echo "❌ This script must be run as root. Please use 'sudo ./setup-webui.sh'"
-  exit 1
-fi
-if ! grep -qi "debian" /etc/os-release; then
-    echo "⚠️ This script is optimized for Debian. Running on another OS may have unintended results."
-fi
+if [[ "$EUID" -ne 0 ]]; then echo "❌ This script must be run as root."; exit 1; fi
+if ! grep -qi "debian" /etc/os-release; then echo "⚠️ This script is optimized for Debian."; fi
 
 # --- User Input ---
 echo "---"
-echo "Welcome to the Automated Open WebUI Installer."
-echo "Please provide the following information:"
+echo "Welcome to the Full Stack Open WebUI & SearXNG Installer."
 echo "---"
-
-read -p "Enter your domain or subdomain (e.g., webui.example.com): " DOMAIN
-if [[ -z "$DOMAIN" ]]; then echo "❌ Domain name cannot be empty."; exit 1; fi
-
+read -p "Enter your domain for Open WebUI (e.g., ai.example.com): " UI_DOMAIN
 read -p "Enter your email address (for Let's Encrypt): " EMAIL
-if [[ -z "$EMAIL" ]]; then echo "❌ Email address cannot be empty."; exit 1; fi
-
-read -p "Also secure the 'www' version of this domain (www.$DOMAIN)? [y/N]: " INCLUDE_WWW
+read -p "Also secure the 'www' version of this domain (www.$UI_DOMAIN)? [y/N]: " UI_INCLUDE_WWW
 read -p "Use Let's Encrypt staging environment (for testing)? [y/N]: " USE_STAGING
-
 echo ""
 if command -v ufw &> /dev/null; then
     echo "ℹ️ UFW firewall is detected on this system."
@@ -44,70 +31,123 @@ if command -v ufw &> /dev/null; then
 else
     read -p "Install and configure UFW firewall? (Recommended) [Y/n]: " MANAGE_UFW
 fi
+echo ""
+read -p "Deploy a private SearXNG instance for the research tool? [y/N]: " DEPLOY_SEARXNG
+BRAVE_API_KEY=""
+SEARCH_DOMAIN=""
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then
+    # MODIFIED: Prompt for the SearXNG domain instead of hardcoding it.
+    read -p "Enter the domain for SearXNG (e.g., search.example.com): " SEARCH_DOMAIN
+    if [[ -z "$SEARCH_DOMAIN" ]]; then echo "❌ SearXNG domain cannot be empty."; exit 1; fi
 
-echo "---"
-echo "✅ Thank you. Starting the setup for https://$DOMAIN"
-echo "This process will take several minutes. Please do not interrupt it."
-sleep 3
+    echo "ℹ️ SearXNG will be deployed to https://$SEARCH_DOMAIN"
+    read -p "Enter your Brave Search API key (highly recommended, or press Enter): " BRAVE_API_KEY
+fi
 
-# --- Configuration Variables ---
-CONTAINER_NAME="open-webui"
-DATA_VOLUME="open-webui"
-NGINX_CONF_PATH="/etc/nginx/sites-available/$DOMAIN"
-NGINX_LOG_PATH="/var/log/nginx/$DOMAIN.access.log"
+# --- Main Script ---
+echo "---"; echo "✅ Thank you. Starting the setup."; sleep 3
 
-# --- Step 1: System Preparation and Dependencies ---
-echo "▶️ [1/9] Updating system and installing dependencies..."
+# --- Configuration ---
+UI_CONTAINER="open-webui"
+SEARXNG_CONTAINER="searxng"
+NETWORK_NAME="open-webui-net"
+SEARXNG_CONFIG_DIR="/srv/searxng"
+
+# --- Step 1: Dependencies ---
+echo "▶️ [1/9] Installing dependencies..."
 export DEBIAN_FRONTEND=noninteractive
 apt-get update
-apt-get install -y ca-certificates curl gnupg nginx certbot python3-certbot-nginx fail2ban unattended-upgrades
+BASE_PACKAGES="ca-certificates curl gnupg nginx certbot python3-certbot-nginx fail2ban unattended-upgrades"
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then apt-get install -y $BASE_PACKAGES apache2-utils; else apt-get install -y $BASE_PACKAGES; fi
 
-# --- Step 2: Configure Firewall (Decisive Handling) ---
+# --- Step 2: Firewall Management ---
+echo "▶️ [2/9] Managing Firewall..."
+if [[ -z "${MANAGE_UFW+x}" ]]; then MANAGE_UFW="y"; fi
 if [[ "${MANAGE_UFW,,}" != "n" ]]; then
-    echo "▶️ [2/9] Managing Firewall (UFW)..."
     if ! command -v ufw &> /dev/null; then apt-get install -y ufw; fi
-    ufw allow ssh > /dev/null
-    ufw allow 'Nginx Full' > /dev/null
-    ufw --force enable
+    ufw allow ssh > /dev/null; ufw allow 'Nginx Full' > /dev/null; ufw --force enable
 else
-    echo "▶️ [2/9] Skipping firewall rule management as requested."
     if command -v ufw &> /dev/null && ufw status | grep -q "Status: active"; then
-        echo "  - ⚠️ UFW is active but not managed by this script. Disabling it now to prevent cert issuance failure."
+        echo "  - ⚠️ UFW is active but not managed. Disabling to prevent setup failure."
         ufw disable
     fi
 fi
 
-# --- Step 3: Install Docker ---
-echo "▶️ [3/9] Installing Docker..."
+# --- Step 3: Docker & Network ---
+echo "▶️ [3/9] Installing Docker and setting up network..."
 install -m 0755 -d /etc/apt/keyrings
 curl -fsSL https://download.docker.com/linux/debian/gpg | gpg --dearmor -o /etc/apt/keyrings/docker.gpg
 chmod a+r /etc/apt/keyrings/docker.gpg
-echo \
-  "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/debian \
-  $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
-  tee /etc/apt/sources.list.d/docker.list > /dev/null
+echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/debian $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | tee /etc/apt/sources.list.d/docker.list > /dev/null
 apt-get update
 apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
+if ! docker network ls | grep -q "$NETWORK_NAME"; then docker network create $NETWORK_NAME; fi
 
-# --- Step 4: Run Open WebUI Container ---
-echo "▶️ [4/9] Deploying Open WebUI container..."
-if [ "$(docker ps -q -f name=$CONTAINER_NAME)" ]; then docker stop $CONTAINER_NAME > /dev/null; fi
-if [ "$(docker ps -aq -f status=exited -f name=$CONTAINER_NAME)" ]; then docker rm $CONTAINER_NAME > /dev/null; fi
-docker run -d -p 127.0.0.1:3000:8080 \
-  --add-host=host.docker.internal:host-gateway \
-  -v $DATA_VOLUME:/app/backend/data \
-  --name $CONTAINER_NAME \
-  --restart always \
-  ghcr.io/open-webui/open-webui:main
+# --- Step 4: Stop Old Containers ---
+echo "▶️ [4/9] Stopping and removing any old containers..."
+docker stop $UI_CONTAINER $SEARXNG_CONTAINER 2>/dev/null || true
+docker rm $UI_CONTAINER $SEARXNG_CONTAINER 2>/dev/null || true
 
-# --- Step 5: Configure Nginx Reverse Proxy ---
-echo "▶️ [5/9] Configuring Nginx..."
-if [[ "${INCLUDE_WWW,,}" == "y" ]]; then NGINX_SERVER_NAME="$DOMAIN www.$DOMAIN"; else NGINX_SERVER_NAME="$DOMAIN"; fi
-cat <<EOF > "$NGINX_CONF_PATH"
+# --- Step 5: Configure and Deploy SearXNG (Optional) ---
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then
+    echo "▶️ [5/9] Configuring and deploying SearXNG..."
+
+    # Create a user-defined settings override to add the JSON engine
+    sudo mkdir -p $SEARXNG_CONFIG_DIR
+    sudo tee "$SEARXNG_CONFIG_DIR/user.yml" >/dev/null <<'EOF'
+use_default_settings: true      # <- keep everything from the upstream settings
+search:
+   formats:
+      - html
+      - json
+EOF
+    sudo chown 1000:1000 "$SEARXNG_CONFIG_DIR/user.yml"
+
+    # Generate a robust, shell-safe secret key
+    set +o pipefail
+    SECRET_KEY=$(tr -dc 'A-Za-z0-9' < /dev/urandom | head -c 32)
+    set -o pipefail
+
+    # Build the docker run command safely in an array
+    docker_cmd=(
+        docker run -d
+        --name "$SEARXNG_CONTAINER"
+        --network "$NETWORK_NAME"
+        -p "127.0.0.1:8081:8080"
+        -v "$SEARXNG_CONFIG_DIR:/etc/searxng"
+        -e "SEARXNG_SETTINGS_PATH=/etc/searxng/user.yml"
+        -e "SEARXNG_SECRET=$SECRET_KEY"
+        -e "SEARXNG_BIND_ADDRESS=0.0.0.0"
+        -e "SEARXNG_BASE_URL=https://$SEARCH_DOMAIN"
+        --restart always
+    )
+
+    # Add optional Brave integration
+    if [[ -n "$BRAVE_API_KEY" ]]; then
+        echo "  - Enabling Brave engine with API key..."
+        docker_cmd+=(
+            -e "SEARXNG_ENGINES_BRAVE_API_KEY=$BRAVE_API_KEY"
+            -e "SEARXNG_ENGINES_BRAVE_DISABLED=false"
+        )
+    fi
+    
+    docker_cmd+=(searxng/searxng)
+    "${docker_cmd[@]}"
+else
+    echo "▶️ [5/9] Skipping SearXNG deployment."
+fi
+
+# --- Step 6: Deploy Open WebUI ---
+echo "▶️ [6/9] Deploying Open WebUI..."
+docker run -d -p 127.0.0.1:3000:8080 -v open-webui:/app/backend/data --name $UI_CONTAINER --network $NETWORK_NAME --restart always ghcr.io/open-webui/open-webui:main
+
+# --- Step 7: Configure Nginx ---
+echo "▶️ [7/9] Configuring Nginx sites..."
+NGINX_UI_CONF="/etc/nginx/sites-available/$UI_DOMAIN"
+if [[ "${UI_INCLUDE_WWW,,}" == "y" ]]; then UI_SERVER_NAME="$UI_DOMAIN www.$UI_DOMAIN"; else UI_SERVER_NAME="$UI_DOMAIN"; fi
+cat <<EOF > "$NGINX_UI_CONF"
 server {
-    listen 80; listen [::]:80;
-    server_name $NGINX_SERVER_NAME;
-    access_log $NGINX_LOG_PATH; error_log /var/log/nginx/$DOMAIN.error.log;
+    listen 80; listen [::]:80; server_name $UI_SERVER_NAME;
     location / {
         proxy_pass http://127.0.0.1:3000;
         proxy_set_header Host \$host; proxy_set_header X-Real-IP \$remote_addr;
@@ -116,21 +156,41 @@ server {
     }
 }
 EOF
-ln -sfn "$NGINX_CONF_PATH" "/etc/nginx/sites-enabled/$DOMAIN"
-nginx -t && systemctl reload nginx
+ln -sfn "$NGINX_UI_CONF" "/etc/nginx/sites-enabled/$UI_DOMAIN"
 
-# --- Step 6: Obtain SSL Certificate ---
-echo "▶️ [6/9] Obtaining SSL certificate with Certbot..."
-if [[ "${INCLUDE_WWW,,}" == "y" ]]; then CERTBOT_DOMAINS="-d $DOMAIN -d www.$DOMAIN"; else CERTBOT_DOMAINS="-d $DOMAIN"; fi
-CERTBOT_STAGING_FLAG=""
-if [[ "${USE_STAGING,,}" == "y" ]]; then
-    echo "  - Using Let's Encrypt STAGING environment for testing."
-    CERTBOT_STAGING_FLAG="--staging"
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then
+    NGINX_SEARCH_CONF="/etc/nginx/sites-available/$SEARCH_DOMAIN"
+    echo "Please set a password for the public SearXNG instance."
+    sudo htpasswd -c /etc/nginx/.htpasswd admin
+    cat <<EOF > "$NGINX_SEARCH_CONF"
+server {
+    listen 80; listen [::]:80; server_name $SEARCH_DOMAIN;
+    location / {
+        proxy_pass http://127.0.0.1:8081;
+        auth_basic "Private Search Instance";
+        auth_basic_user_file /etc/nginx/.htpasswd;
+        proxy_set_header Host \$host;
+        proxy_set_header X-Real-IP \$remote_addr;
+        proxy_set_header X-Forwarded-For \$proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto \$scheme;
+        proxy_set_header X-Forwarded-Host \$server_name;
+    }
+}
+EOF
+    ln -sfn "$NGINX_SEARCH_CONF" "/etc/nginx/sites-enabled/$SEARCH_DOMAIN"
 fi
-certbot --nginx $CERTBOT_DOMAINS $CERTBOT_STAGING_FLAG --non-interactive --agree-tos -m "$EMAIL" --redirect
 
-# --- Step 7: Configure Security Automations ---
-echo "▶️ [7/9] Configuring Fail2Ban and automatic system updates..."
+# --- Step 8: SSL Certificates & Automations ---
+echo "▶️ [8/9] Obtaining SSL certificates and configuring automations..."
+nginx -t
+CERTBOT_STAGING_FLAG=""
+if [[ "${USE_STAGING,,}" == "y" ]]; then CERTBOT_STAGING_FLAG="--staging"; fi
+certbot --nginx -d $UI_SERVER_NAME $CERTBOT_STAGING_FLAG --non-interactive --agree-tos -m "$EMAIL" --redirect
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then
+    certbot --nginx -d $SEARCH_DOMAIN $CERTBOT_STAGING_FLAG --non-interactive --agree-tos -m "$EMAIL" --redirect
+fi
+NGINX_UI_LOG="/var/log/nginx/$UI_DOMAIN.access.log"
+touch $NGINX_UI_LOG && chown www-data:adm $NGINX_UI_LOG
 cat <<EOF > /etc/fail2ban/filter.d/open-webui.conf
 [Definition]
 failregex = ^<HOST> .* "POST /api/v1/auths/signin.*" 400
@@ -139,42 +199,41 @@ EOF
 cat <<EOF > /etc/fail2ban/jail.d/open-webui.local
 [open-webui]
 enabled = true; port = http,https; filter = open-webui;
-logpath = $NGINX_LOG_PATH; maxretry = 5; findtime = 3600; bantime = 86400;
+logpath = $NGINX_UI_LOG; maxretry = 5; findtime = 3600; bantime = 86400;
 EOF
 systemctl restart fail2ban
 dpkg-reconfigure -plow unattended-upgrades
-
-# --- Step 8: Configure Service Automations ---
-echo "▶️ [8/9] Deploying Watchtower and scheduling reboots..."
 if ! [ "$(docker ps -q -f name=watchtower)" ]; then
     docker run -d --name watchtower -v /var/run/docker.sock:/var/run/docker.sock --restart always containrrr/watchtower
 fi
-
-# MODIFIED: Using a robust cron drop-in file instead of piping to crontab.
-echo "  - Scheduling weekly reboot for Friday at 09:00 UTC..."
-echo "0 9 * * 5 root /sbin/reboot # Weekly reboot for system health" > /etc/cron.d/open-webui-reboot
+echo "0 9 * * 5 root /sbin/reboot" > /etc/cron.d/weekly-reboot
 
 # --- Step 9: Finalization ---
-echo "▶️ [9/9] Finalizing and cleaning up..."
+echo "▶️ [9/9] Finalizing..."
 systemctl restart nginx
-systemctl restart fail2ban
 
+echo "---"; echo "✅🎉 **DEPLOYMENT COMPLETE!** 🎉✅"; echo ""
+echo "--- ACCESS ---"
+echo "  - Open WebUI:  https://$UI_DOMAIN"
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then echo "  - SearXNG:     https://$SEARCH_DOMAIN (user: admin)"; fi
 echo ""
-echo "✅🎉 **DEPLOYMENT COMPLETE!** 🎉✅"
-echo ""
-echo "Open WebUI is now running and accessible at: https://$DOMAIN"
-echo ""
-echo "IMPORTANT NOTES:"
-if [[ "${MANAGE_UFW,,}" == "n" ]]; then
-    echo "  - ⚠️ UFW was detected and has been DISABLED to allow this script to complete."
-    echo "    Your server's firewall is currently off. You are responsible for its configuration."
+echo "--- NEXT STEPS: USING YOUR PRIVATE SEARCH ENGINE ---"
+if [[ "${DEPLOY_SEARXNG,,}" == "y" ]]; then
+    echo "You now have two ways to use your private SearXNG instance:"
+    echo ""
+    echo "  OPTION A: Native Web Search (Recommended for most users)"
+    echo "  1. Go to your Open WebUI Admin Panel -> Settings -> Web Search."
+    echo "  2. Enable the 'Web Search' toggle."
+    echo "  3. In the 'SearXNG URL' field, enter: http://searxng:8080"
+    echo "     (This works because the containers are on a private network)."
+    echo "  4. Save settings. You can now enable web search for any model."
+    echo ""
+    echo "  OPTION B: Advanced Python Research Tool (For custom logic)"
+    echo "  1. Go to Settings -> Tools and click 'Add Tool'."
+    echo "  2. In the 'Load from URL' field, paste:"
+    echo "     https://raw.githubusercontent.com/iamarcel/open-webui-utils/main/research_tool.py"
+    echo "  3. Go to the tool's 'Settings' tab (gear icon)."
+    echo "  4. Add Environment Variable -> Key: SEARXNG_BASE_URL, Value: http://searxng:8080"
+    echo "  5. Save the tool. You can now call it with '@research' in a chat."
 fi
-if [[ "${USE_STAGING,,}" == "y" ]]; then
-    echo "  - ⚠️ You used a STAGING certificate. Your site will show a browser security warning."
-    echo "    To fix this, re-run this script after your rate limit expires and choose 'N' for staging."
-fi
-echo "  - The Fail2Ban rule is active and will protect your login endpoint."
-echo "  - The first user to sign up will become the administrator."
-echo "  - Your system and the WebUI container will update automatically."
-echo "  - The server will reboot every Friday at 09:00 UTC."
-echo ""
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+echo "---"
\ No newline at end of file