diff --git a/lib/explorer/backend/sql_context.ex b/lib/explorer/backend/sql_context.ex
new file mode 100644
index 000000000..0754ba1e1
--- /dev/null
+++ b/lib/explorer/backend/sql_context.ex
@@ -0,0 +1,13 @@
+defmodule Explorer.Backend.SQLContext do
+  @type t :: struct()
+  @type c :: Explorer.SQLContext.t()
+  @type df :: Explorer.DataFrame.t()
+  @type result(t) :: {:ok, t} | {:error, term()}
+
+  @callback register(c, String.t(), df) :: c
+  @callback unregister(c, String.t()) :: c
+  @callback execute(c, String.t()) :: result(df)
+  @callback get_tables(c) :: list(String.t())
+
+  def new(ctx), do: %Explorer.SQLContext{ctx: ctx}
+end
diff --git a/lib/explorer/polars_backend/native.ex b/lib/explorer/polars_backend/native.ex
index 36c157bb4..b0bf36fba 100644
--- a/lib/explorer/polars_backend/native.ex
+++ b/lib/explorer/polars_backend/native.ex
@@ -465,5 +465,11 @@ defmodule Explorer.PolarsBackend.Native do
   def message_on_gc(_pid, _payload), do: err()
   def is_message_on_gc(_term), do: err()
 
+  def sql_context_new(), do: err()
+  def sql_context_register(_ctx, _name, _df), do: err()
+  def sql_context_unregister(_ctx, _name), do: err()
+  def sql_context_execute(_ctx, _query), do: err()
+  def sql_context_get_tables(_ctx), do: err()
+
   defp err, do: :erlang.nif_error(:nif_not_loaded)
 end
diff --git a/lib/explorer/polars_backend/sql_context.ex b/lib/explorer/polars_backend/sql_context.ex
new file mode 100644
index 000000000..22a975610
--- /dev/null
+++ b/lib/explorer/polars_backend/sql_context.ex
@@ -0,0 +1,37 @@
+defmodule Explorer.PolarsBackend.SQLContext do
+  @moduledoc false
+
+  defstruct resource: nil
+
+  alias Explorer.Native
+  alias Explorer.PolarsBackend.Native
+  alias Explorer.PolarsBackend.Shared
+
+  @type t :: %__MODULE__{resource: reference()}
+
+  @behaviour Explorer.Backend.SQLContext
+
+  def new() do
+    ctx = Native.sql_context_new()
+    Explorer.Backend.SQLContext.new(ctx)
+  end
+
+  def register(%Explorer.SQLContext{ctx: ctx} = context, name, %Explorer.DataFrame{data: df}) do
+    Native.sql_context_register(ctx, name, df)
+    context
+  end
+
+  def unregister(%Explorer.SQLContext{ctx: ctx} = context, name) do
+    Native.sql_context_unregister(ctx, name)
+    context
+  end
+
+  def execute(%Explorer.SQLContext{ctx: ctx}, query) do
+    case Native.sql_context_execute(ctx, query) do
+      {:ok, polars_ldf} -> Shared.create_dataframe(polars_ldf)
+      {:error, error} -> {:error, RuntimeError.exception(error)}
+    end
+  end
+
+  def get_tables(%Explorer.SQLContext{ctx: ctx}), do: Native.sql_context_get_tables(ctx)
+end
diff --git a/lib/explorer/sql_context.ex b/lib/explorer/sql_context.ex
new file mode 100644
index 000000000..2eb38c20e
--- /dev/null
+++ b/lib/explorer/sql_context.ex
@@ -0,0 +1,33 @@
+defmodule Explorer.SQLContext do
+  @enforce_keys [:ctx]
+  defstruct [:ctx]
+
+  alias __MODULE__, as: SQLContext
+
+  @type t :: %SQLContext{ctx: Explorer.Backend.SQLContext.t()}
+
+  alias Explorer.Backend.SQLContext
+  alias Explorer.Shared
+
+  def new(args \\ [], opts \\ []), do: Shared.apply_init(backend(), :new, args, opts)
+
+  def register(ctx, name, df, opts \\ []) do
+    Shared.apply_init(backend(), :register, [ctx, name, df], opts)
+  end
+
+  def unregister(ctx, name, opts \\ []) do
+    Shared.apply_init(backend(), :unregister, [ctx, name], opts)
+  end
+
+  def execute(ctx, query, opts \\ []) do
+    Shared.apply_init(backend(), :execute, [ctx, query], opts)
+  end
+
+  def get_tables(ctx, opts \\ []) do
+    Shared.apply_init(backend(), :get_tables, [ctx], opts)
+  end
+
+  defp backend do
+    Module.concat([Explorer.Backend.get(), "SQLContext"])
+  end
+end
diff --git a/native/explorer/src/lib.rs b/native/explorer/src/lib.rs
index d16015f84..ac078ce8c 100644
--- a/native/explorer/src/lib.rs
+++ b/native/explorer/src/lib.rs
@@ -24,6 +24,7 @@ mod expressions;
 mod lazyframe;
 mod local_message;
 mod series;
+mod sql_context;
 
 pub use datatypes::{
     ExDataFrame, ExDataFrameRef, ExExpr, ExExprRef, ExLazyFrame, ExLazyFrameRef, ExSeries,
@@ -33,6 +34,7 @@ pub use datatypes::{
 pub use error::ExplorerError;
 use expressions::*;
 use series::*;
+pub use sql_context::*;
 
 mod atoms {
     rustler::atoms! {
diff --git a/native/explorer/src/sql_context.rs b/native/explorer/src/sql_context.rs
new file mode 100644
index 000000000..860a1502b
--- /dev/null
+++ b/native/explorer/src/sql_context.rs
@@ -0,0 +1,70 @@
+use crate::{ExDataFrame, ExLazyFrame, ExplorerError};
+use polars::{prelude::IntoLazy, sql::SQLContext};
+use rustler::{NifStruct, Resource, ResourceArc};
+use std::sync::{Arc, Mutex};
+pub struct ExSQLContextRef(pub Arc<Mutex<SQLContext>>);
+
+#[rustler::resource_impl]
+impl Resource for ExSQLContextRef {}
+
+#[derive(NifStruct)]
+#[module = "Explorer.PolarsBackend.SQLContext"]
+pub struct ExSQLContext {
+    pub resource: ResourceArc<ExSQLContextRef>,
+}
+
+impl ExSQLContextRef {
+    pub fn new(ctx: SQLContext) -> Self {
+        Self(Arc::new(Mutex::new(ctx)))
+    }
+}
+
+impl ExSQLContext {
+    pub fn new(ctx: SQLContext) -> Self {
+        Self {
+            resource: ResourceArc::new(ExSQLContextRef::new(ctx)),
+        }
+    }
+
+    // Function to get a lock on the inner SQLContext
+    pub fn lock_inner(&self) -> std::sync::MutexGuard<SQLContext> {
+        self.resource.0.lock().unwrap()
+    }
+}
+
+#[rustler::nif]
+fn sql_context_new() -> ExSQLContext {
+    let ctx = SQLContext::new();
+    ExSQLContext::new(ctx)
+}
+
+#[rustler::nif]
+fn sql_context_register(context: ExSQLContext, name: &str, df: ExDataFrame) {
+    let mut ctx = context.lock_inner();
+    let ldf = df.clone_inner().lazy();
+    ctx.register(name, ldf)
+}
+
+#[rustler::nif]
+fn sql_context_unregister(context: ExSQLContext, name: &str) {
+    let mut ctx = context.lock_inner();
+    ctx.unregister(name)
+}
+
+#[rustler::nif]
+fn sql_context_execute(context: ExSQLContext, query: &str) -> Result<ExLazyFrame, ExplorerError> {
+    let mut ctx = context.lock_inner();
+    match ctx.execute(query) {
+        Ok(lazy_frame) => Ok(ExLazyFrame::new(lazy_frame)),
+        Err(e) => Err(ExplorerError::Other(format!(
+            "Failed to execute query: {}",
+            e
+        ))),
+    }
+}
+
+#[rustler::nif]
+fn sql_context_get_tables(context: ExSQLContext) -> Vec<String> {
+    let ctx = context.lock_inner();
+    ctx.get_tables()
+}
diff --git a/test/explorer/sql_context_test.exs b/test/explorer/sql_context_test.exs
new file mode 100644
index 000000000..04c8214f9
--- /dev/null
+++ b/test/explorer/sql_context_test.exs
@@ -0,0 +1,89 @@
+defmodule Explorer.SQLContextTest do
+  use ExUnit.Case, async: true
+
+  require Explorer.DataFrame
+
+  alias Explorer.DataFrame, as: DF
+  alias Explorer.SQLContext
+
+  describe "execute" do
+    test "execute without any data frame registered" do
+      case SQLContext.new()
+           |> SQLContext.execute("select 1 as column_a union all select 2 as column_a") do
+        {:ok, result} ->
+          assert result != nil
+          assert DF.compute(result) |> DF.to_columns(atom_keys: true) == %{column_a: [1, 2]}
+
+        {:error, reason} ->
+          flunk("SQL query execution failed with reason: #{inspect(reason)}")
+      end
+    end
+
+    test "execute with registering single data frame" do
+      df = DF.new(%{column_a: [1, 2, 3]})
+
+      case SQLContext.new()
+           |> SQLContext.register("t1", df)
+           |> SQLContext.execute(
+             "select 2 * t.column_a as column_2a from t1 as t where t.column_a < 3"
+           ) do
+        {:ok, result} ->
+          assert result != nil
+          assert DF.compute(result) |> DF.to_columns(atom_keys: true) == %{column_2a: [2, 4]}
+
+        {:error, reason} ->
+          flunk("SQL query execution failed with reason: #{inspect(reason)}")
+      end
+    end
+
+    test "execute with registering multiple data frames" do
+      df1 = DF.new(%{column_1a: [1, 2, 3]})
+
+      df2 =
+        DF.new(%{
+          column_2a: [1, 2, 4],
+          column_2b: ["a", "b", "c"]
+        })
+
+      case SQLContext.new()
+           |> SQLContext.register("t1", df1)
+           |> SQLContext.register("t2", df2)
+           |> SQLContext.execute(
+             "select t2.column_2b as col from t1 join t2 on t1.column_1a = t2.column_2a"
+           ) do
+        {:ok, result} ->
+          assert result != nil
+          assert DF.compute(result) |> DF.to_columns(atom_keys: true) == %{col: ["a", "b"]}
+
+        {:error, reason} ->
+          flunk("SQL query execution failed with reason: #{inspect(reason)}")
+      end
+    end
+
+    test "get_tables get registered tables" do
+      df = DF.new(%{col: [1]})
+
+      tables =
+        SQLContext.new()
+        |> SQLContext.register("t1", df)
+        |> SQLContext.register("t2", df)
+        |> SQLContext.get_tables()
+
+      assert tables == ["t1", "t2"]
+    end
+
+    test "unregister" do
+      df = DF.new(%{col: [1]})
+
+      tables =
+        SQLContext.new()
+        |> SQLContext.register("t1", df)
+        |> SQLContext.register("t2", df)
+        |> SQLContext.register("t3", df)
+        |> SQLContext.unregister("t1")
+        |> SQLContext.get_tables()
+
+      assert tables == ["t2", "t3"]
+    end
+  end
+end