diff --git a/.cursorignore b/.cursorignore
new file mode 100644
index 0000000..1724e69
--- /dev/null
+++ b/.cursorignore
@@ -0,0 +1,2 @@
+# Add directories or file patterns to ignore during indexing (e.g. foo/ or *.csv)
+!.env.example
diff --git a/.env.example b/.env.example
index 4db0cfe..e91f378 100644
--- a/.env.example
+++ b/.env.example
@@ -67,6 +67,16 @@ DASHBOARD_PASSWORD=
 POOLER_TENANT_ID=1000
 
 
+############
+# [required] 
+# Neo4j username and password
+# Replace "neo4j" with your chosen username and "password" with your chosen password.
+# Keep the "/" as a separator between the two.
+############
+
+NEO4J_AUTH_USERNAME=
+NEO4J_AUTH_PASSWORD=
+
 ############
 # [required] 
 # Langfuse credentials
@@ -104,6 +114,7 @@ FLOWISE_HOSTNAME=flowise.yourdomain.com
 SUPABASE_HOSTNAME=supabase.yourdomain.com
 LANGFUSE_HOSTNAME=langfuse.yourdomain.com
 SEARXNG_HOSTNAME=searxng.yourdomain.com
+NEO4J_HOSTNAME=neo4j.yourdomain.com
 GRAFANA_HOSTNAME=grafana.yourdomain.com
 PROMETHEUS_HOSTNAME=prometheus.yourdomain.com
 LETTA_HOSTNAME=letta.yourdomain.com
@@ -184,7 +195,7 @@ MAILER_URLPATHS_EMAIL_CHANGE="/auth/v1/verify"
 
 ## Email auth
 ENABLE_EMAIL_SIGNUP=true
-ENABLE_EMAIL_AUTOCONFIRM=false
+ENABLE_EMAIL_AUTOCONFIRM=true
 SMTP_ADMIN_EMAIL=admin@example.com
 SMTP_HOST=supabase-mail
 SMTP_PORT=2500
diff --git a/.gitignore b/.gitignore
index df1df15..6593127 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,8 +2,10 @@
 .env
 .env.bak
 .env.test
-volumes/
+neo4j/
+searxng/settings.yml
+searxng/uwsgi*
+shared-backup/
 shared/
 supabase/
-searxng/uwsgi.ini
-searxng/settings.yml
\ No newline at end of file
+volumes/
\ No newline at end of file
diff --git a/Caddyfile b/Caddyfile
index dc8b221..e7fa8d0 100644
--- a/Caddyfile
+++ b/Caddyfile
@@ -56,6 +56,11 @@
     reverse_proxy prometheus:9090
 }
 
+# Neo4j
+{$NEO4J_HOSTNAME} {
+    reverse_proxy neo4j:7474
+}
+
 # SearXNG
 {$SEARXNG_HOSTNAME} {
     basic_auth { 
diff --git a/README.md b/README.md
index e6d478d..a9d16ea 100644
--- a/README.md
+++ b/README.md
@@ -44,6 +44,8 @@ The installer also makes the following powerful open-source tools **available fo
 
 ✅ [**Weaviate**](https://weaviate.io/) - An open-source AI-native vector database with a focus on scalability and ease of use. It can be used for RAG, hybrid search, and more.
 
+✅ [**Neo4j**](https://neo4j.com/) - A graph database management system that allows you to model, store, and query data as a network of nodes and relationships. It's particularly well-suited for complex, interconnected data often found in AI applications, such as knowledge graphs.
+
 ✅ [**Ollama**](https://ollama.com/) - Run Llama 3, Mistral, Gemma, and other large language models locally.
 
 ✅ [**Prometheus**](https://prometheus.io/) - An open-source monitoring and alerting toolkit to keep an eye on system health.
@@ -117,6 +119,7 @@ The services will be available at the following addresses (replace `yourdomain.c
 - **Langfuse:** `langfuse.yourdomain.com`
 - **Letta:** `letta.yourdomain.com`
 - **Weaviate:** `weaviate.yourdomain.com`
+- **Neo4j:** `neo4j.yourdomain.com`
 - **Grafana:** `grafana.yourdomain.com`
 - **SearXNG:** `searxng.yourdomain.com`
 - **Prometheus:** `prometheus.yourdomain.com`
diff --git a/docker-compose.yml b/docker-compose.yml
index dcd0b4c..abf0c30 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -147,6 +147,19 @@ services:
     expose:
       - "6333"
 
+  neo4j:
+    image: neo4j:latest
+    container_name: neo4j
+    profiles: ["neo4j"]
+    restart: unless-stopped
+    volumes:
+      - ./neo4j/logs:/logs
+      - ./neo4j/config:/config
+      - ./neo4j/data:/data
+      - ./neo4j/plugins:/plugins
+    environment:
+      - NEO4J_AUTH=${NEO4J_AUTH_USERNAME}/${NEO4J_AUTH_PASSWORD}
+
   caddy:
     container_name: caddy
     image: docker.io/library/caddy:2-alpine
@@ -165,6 +178,7 @@ services:
       - SUPABASE_HOSTNAME=${SUPABASE_HOSTNAME}
       - SEARXNG_HOSTNAME=${SEARXNG_HOSTNAME}
       - LANGFUSE_HOSTNAME=${LANGFUSE_HOSTNAME}
+      - NEO4J_HOSTNAME=${NEO4J_HOSTNAME}
       - LETSENCRYPT_EMAIL=${LETSENCRYPT_EMAIL:-internal}
       - PROMETHEUS_HOSTNAME=${PROMETHEUS_HOSTNAME}
       - GRAFANA_HOSTNAME=${GRAFANA_HOSTNAME}
diff --git a/scripts/03_generate_secrets.sh b/scripts/03_generate_secrets.sh
index 4187f72..cbe1ef3 100755
--- a/scripts/03_generate_secrets.sh
+++ b/scripts/03_generate_secrets.sh
@@ -47,6 +47,7 @@ declare -A VARS_TO_GENERATE=(
     ["LANGFUSE_INIT_PROJECT_SECRET_KEY"]="langfuse_sk:32"
     ["WEAVIATE_PASSWORD"]="password:32" # Password for Caddy basic auth
     ["WEAVIATE_API_KEY"]="secret:48" # API Key for Weaviate service (36 bytes -> 48 chars base64)
+    ["NEO4J_AUTH_PASSWORD"]="password:32" # Added Neo4j password
 )
 
 # Check if .env file already exists
@@ -332,6 +333,7 @@ generated_values["LANGFUSE_INIT_USER_EMAIL"]="$USER_EMAIL"
 generated_values["N8N_WORKER_COUNT"]="$N8N_WORKER_COUNT"
 generated_values["N8N_WORKFLOWS_IMPORTED_EVER"]="$N8N_WORKFLOWS_IMPORTED_EVER_VALUE"
 generated_values["WEAVIATE_USERNAME"]="$USER_EMAIL" # Set Weaviate username for Caddy
+generated_values["NEO4J_AUTH_USERNAME"]="$USER_EMAIL" # Set Neo4j username
 if [[ -n "$OPENAI_API_KEY" ]]; then
     generated_values["OPENAI_API_KEY"]="$OPENAI_API_KEY"
 fi
@@ -354,6 +356,7 @@ found_vars["LANGFUSE_INIT_USER_EMAIL"]=0
 found_vars["N8N_WORKER_COUNT"]=0
 found_vars["N8N_WORKFLOWS_IMPORTED_EVER"]=0
 found_vars["WEAVIATE_USERNAME"]=0
+found_vars["NEO4J_AUTH_USERNAME"]=0
 
 # Read template, substitute domain, generate initial values
 while IFS= read -r line || [[ -n "$line" ]]; do
@@ -399,7 +402,7 @@ while IFS= read -r line || [[ -n "$line" ]]; do
             # This 'else' block is for lines from template not covered by existing values or VARS_TO_GENERATE.
             # Check if it is one of the user input vars - these are handled by found_vars later if not in template.
             is_user_input_var=0 # Reset for each line
-            user_input_vars=("FLOWISE_USERNAME" "DASHBOARD_USERNAME" "LETSENCRYPT_EMAIL" "RUN_N8N_IMPORT" "PROMETHEUS_USERNAME" "SEARXNG_USERNAME" "OPENAI_API_KEY" "LANGFUSE_INIT_USER_EMAIL" "N8N_WORKER_COUNT" "N8N_WORKFLOWS_IMPORTED_EVER" "WEAVIATE_USERNAME")
+            user_input_vars=("FLOWISE_USERNAME" "DASHBOARD_USERNAME" "LETSENCRYPT_EMAIL" "RUN_N8N_IMPORT" "PROMETHEUS_USERNAME" "SEARXNG_USERNAME" "OPENAI_API_KEY" "LANGFUSE_INIT_USER_EMAIL" "N8N_WORKER_COUNT" "N8N_WORKFLOWS_IMPORTED_EVER" "WEAVIATE_USERNAME" "NEO4J_AUTH_USERNAME")
             for uivar in "${user_input_vars[@]}"; do
                 if [[ "$varName" == "$uivar" ]]; then
                     is_user_input_var=1
@@ -487,7 +490,7 @@ else
 fi
 
 # Add any custom variables that weren't found in the template
-for var in "FLOWISE_USERNAME" "DASHBOARD_USERNAME" "LETSENCRYPT_EMAIL" "RUN_N8N_IMPORT" "OPENAI_API_KEY" "PROMETHEUS_USERNAME" "SEARXNG_USERNAME" "LANGFUSE_INIT_USER_EMAIL" "N8N_WORKER_COUNT" "N8N_WORKFLOWS_IMPORTED_EVER" "WEAVIATE_USERNAME"; do
+for var in "FLOWISE_USERNAME" "DASHBOARD_USERNAME" "LETSENCRYPT_EMAIL" "RUN_N8N_IMPORT" "OPENAI_API_KEY" "PROMETHEUS_USERNAME" "SEARXNG_USERNAME" "LANGFUSE_INIT_USER_EMAIL" "N8N_WORKER_COUNT" "N8N_WORKFLOWS_IMPORTED_EVER" "WEAVIATE_USERNAME" "NEO4J_AUTH_USERNAME"; do
     if [[ ${found_vars["$var"]} -eq 0 && -v generated_values["$var"] ]]; then
         # Before appending, check if it's already in TMP_ENV_FILE to avoid duplicates
         if ! grep -q -E "^${var}=" "$TMP_ENV_FILE"; then