diff --git a/Dockerfile b/Dockerfile
index f531722..7c0e438 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,10 +14,25 @@ FROM docker.io/library/ruby:$RUBY_VERSION-slim AS base
 # Rails app lives here
 WORKDIR /rails
 
-# Install base packages
+# Install base packages and DuckDB library
+ARG TARGETPLATFORM
 RUN apt-get update -qq && \
-    apt-get install --no-install-recommends -y curl libjemalloc2 libvips sqlite3 && \
+    apt-get install --no-install-recommends -y curl libjemalloc2 libvips sqlite3 wget unzip && \
     ln -s /usr/lib/$(uname -m)-linux-gnu/libjemalloc.so.2 /usr/local/lib/libjemalloc.so && \
+    case "$TARGETPLATFORM" in \
+      "linux/amd64") \
+        DUCKDB_ARCH="amd64" ;; \
+      "linux/arm64") \
+        DUCKDB_ARCH="arm64" ;; \
+      *) \
+        echo "Unsupported platform: $TARGETPLATFORM" && exit 1 ;; \
+    esac && \
+    wget "https://install.duckdb.org/v1.4.2/libduckdb-linux-${DUCKDB_ARCH}.zip" -O /tmp/libduckdb.zip && \
+    unzip /tmp/libduckdb.zip -d /tmp/duckdb && \
+    cp /tmp/duckdb/duckdb.h /tmp/duckdb/duckdb.hpp /usr/local/include/ && \
+    cp /tmp/duckdb/libduckdb.so /usr/local/lib/ && \
+    ldconfig && \
+    rm -rf /tmp/libduckdb.zip /tmp/duckdb && \
     rm -rf /var/lib/apt/lists /var/cache/apt/archives
 
 # Set production environment variables and enable jemalloc for reduced memory usage and latency.
diff --git a/Gemfile b/Gemfile
index 9ad90a8..e94ace4 100644
--- a/Gemfile
+++ b/Gemfile
@@ -94,3 +94,5 @@ end
 gem "sentry-rails", "~> 6.1"
 
 gem "postgresql_cursor", "~> 0.6.9"
+
+gem "duckdb", "~> 1.4"
diff --git a/Gemfile.lock b/Gemfile.lock
index 21eaa1a..74f2fc8 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -116,6 +116,8 @@ GEM
     device_detector (1.1.3)
     dotenv (3.1.8)
     drb (2.2.3)
+    duckdb (1.4.1.1)
+      bigdecimal (>= 3.1.4)
     ed25519 (1.4.0)
     email_validator (2.2.4)
       activemodel
@@ -488,6 +490,7 @@ DEPENDENCIES
   countries
   debug
   device_detector
+  duckdb (~> 1.4)
   httparty
   image_processing (~> 1.2)
   importmap-rails
diff --git a/VERSION b/VERSION
index b1e80bb..0ea3a94 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-0.1.3
+0.2.0