diff --git a/lib/search_web/controllers/page_controller.ex b/lib/search_web/controllers/page_controller.ex
index d260396..670b1ae 100644
--- a/lib/search_web/controllers/page_controller.ex
+++ b/lib/search_web/controllers/page_controller.ex
@@ -1,13 +1,30 @@
 defmodule SearchWeb.PageController do
   use SearchWeb, :controller
 
+  @empty_form Phoenix.Component.to_form(%{
+                "search_text" => nil,
+                "k" => nil,
+                "embedding_model" => nil
+              })
+
+  @embedding_model_opts Search.Application.embedding_models()
+                        |> Enum.map(&(&1 |> Module.split() |> Enum.reverse() |> Enum.at(0)))
+
   def home(conn, _params) do
     # The home page is often custom made,
     # so skip the default app layout.
-    render(conn, :home, form: Phoenix.Component.to_form(%{"search_text" => nil, "k" => nil}))
+    render(conn, :home, form: @empty_form, embedding_models: @embedding_model_opts)
   end
 
-  def search(conn, %{"k" => k, "search_text" => search_text} = params) do
+  def search(
+        conn,
+        %{"k" => k, "search_text" => search_text, "embedding_model" => embedding_model} = params
+      ) do
+    model =
+      Enum.find(Search.Application.embedding_models(), fn mod ->
+        "Elixir.Search.Embeddings.#{embedding_model}" == "#{mod}"
+      end)
+
     k = String.to_integer(k)
     search_text = String.trim(search_text)
 
@@ -19,10 +36,14 @@ defmodule SearchWeb.PageController do
       end
 
     if errors == [] do
-      %{embedding: query_tensor} = Nx.Serving.batched_run(Search.Embedding, search_text)
-      fragments = Search.Fragment.knn_lookup(query_tensor, k: k)
+      %{embedding: query_tensor} = Nx.Serving.batched_run(model, search_text)
+
+      items =
+        Search.Embeddings.knn_query(model, query_tensor, k: k)
+        |> Stream.map(& &1.doc_fragment.doc_item)
+        |> Enum.uniq_by(& &1.id)
 
-      render(conn, :search, fragments: fragments)
+      render(conn, :search, items: items)
     else
       render(conn, :home, form: Phoenix.Component.to_form(params, errors: errors))
     end
diff --git a/lib/search_web/controllers/page_html/home.html.heex b/lib/search_web/controllers/page_html/home.html.heex
index e4931eb..7f38a16 100644
--- a/lib/search_web/controllers/page_html/home.html.heex
+++ b/lib/search_web/controllers/page_html/home.html.heex
@@ -1,6 +1,13 @@
 <.simple_form for={@form} class="bg-transparent" action="/search" method="get">
   <.input field={@form[:search_text]} label="Search prompt" required />
   <.input field={@form[:k]} type="number" label="Number of entries" required min="1" value="10" />
+  <.input
+    field={@form[:embedding_model]}
+    label="Embedding model"
+    type="select"
+    options={@embedding_models}
+    required
+  />
   <:actions>
     <.button>Search</.button>
   </:actions>
diff --git a/lib/search_web/controllers/page_html/search.html.heex b/lib/search_web/controllers/page_html/search.html.heex
index d2ecb4a..7a79cc5 100644
--- a/lib/search_web/controllers/page_html/search.html.heex
+++ b/lib/search_web/controllers/page_html/search.html.heex
@@ -1,3 +1,6 @@
-<div :for={fragment <- @fragments} class="bg-gray-100 p-4 m-4 rounded">
-  <%= raw(Earmark.as_html!(fragment.doc_text)) %>
+<div :for={item <- @items} class="bg-gray-100 p-4 m-4 rounded">
+  <p class="text-lg font-bold"><%= item.title %></p>
+  <%= if item.doc do %>
+    <%= raw(Earmark.as_html!(item.doc)) %>
+  <% end %>
 </div>