diff --git a/app/Domains/Documents/Transformers/PdfTransformer.php b/app/Domains/Documents/Transformers/PdfTransformer.php
index 0a306d5b..9975fd65 100644
--- a/app/Domains/Documents/Transformers/PdfTransformer.php
+++ b/app/Domains/Documents/Transformers/PdfTransformer.php
@@ -4,6 +4,7 @@
 
 use App\Domains\Collections\CollectionStatusEnum;
 use App\Events\CollectionStatusEvent;
+use App\Jobs\SummarizeDataJob;
 use App\Jobs\VectorlizeDataJob;
 use App\Models\Collection;
 use App\Models\Document;
@@ -45,7 +46,8 @@ public function handle(Document $document): Document
              * And Summary
              */
             $chunks[] = [
-                new VectorlizeDataJob($DocumentChunk)
+                new VectorlizeDataJob($DocumentChunk),
+                new SummarizeDataJob($DocumentChunk)
             ];
         }
 
diff --git a/app/Jobs/ProcessFileJob.php b/app/Jobs/ProcessFileJob.php
index 089dd341..63eb708c 100644
--- a/app/Jobs/ProcessFileJob.php
+++ b/app/Jobs/ProcessFileJob.php
@@ -48,7 +48,7 @@ public function handle(): void
             //new TagDataJob($this->document),
             //then mark it all as done and notify the ui
         ])
-            ->name('OptOutRequests')
+            ->name('Process PDF Document - ' . $document->id)
             ->finally(function (Batch $batch) use ($document) {
                 /**
                  * @TODO
diff --git a/app/Jobs/SummarizeDataJob.php b/app/Jobs/SummarizeDataJob.php
new file mode 100644
index 00000000..c4301741
--- /dev/null
+++ b/app/Jobs/SummarizeDataJob.php
@@ -0,0 +1,50 @@
+<?php
+
+namespace App\Jobs;
+
+use App\Domains\Documents\StatusEnum;
+use App\LlmDriver\LlmDriverFacade;
+use App\Models\DocumentChunk;
+use Illuminate\Bus\Batchable;
+use App\LlmDriver\Responses\CompletionResponse;
+use Illuminate\Bus\Queueable;
+use Illuminate\Contracts\Queue\ShouldQueue;
+use Illuminate\Foundation\Bus\Dispatchable;
+use Illuminate\Queue\InteractsWithQueue;
+use Illuminate\Queue\SerializesModels;
+
+class SummarizeDataJob implements ShouldQueue
+{
+    use Batchable, Dispatchable, InteractsWithQueue, Queueable, SerializesModels;
+
+    /**
+     * Create a new job instance.
+     */
+    public function __construct(public DocumentChunk $documentChunk)
+    {
+        //
+    }
+
+    /**
+     * Execute the job.
+     */
+    public function handle(): void
+    {
+        if (optional($this->batch())->cancelled()) {
+            // Determine if the batch has been cancelled...
+            $this->documentChunk->update([
+                'status_summary' => StatusEnum::Cancelled,
+            ]);
+            return;
+        }
+        $content = $this->documentChunk->content;
+
+        /** @var CompletionResponse $results */
+        $results = LlmDriverFacade::completion($content);
+
+        $this->documentChunk->update([
+            'summary' => $results->content,
+            'status_summary' => StatusEnum::Complete,
+        ]);
+    }
+}
diff --git a/app/Jobs/VectorlizeDataJob.php b/app/Jobs/VectorlizeDataJob.php
index 94cd0dcf..fde29168 100644
--- a/app/Jobs/VectorlizeDataJob.php
+++ b/app/Jobs/VectorlizeDataJob.php
@@ -2,6 +2,7 @@
 
 namespace App\Jobs;
 
+use App\Domains\Documents\StatusEnum;
 use App\LlmDriver\LlmDriverClient;
 use App\LlmDriver\LlmDriverFacade;
 use App\Models\DocumentChunk;
@@ -11,10 +12,11 @@
 use Illuminate\Queue\InteractsWithQueue;
 use Illuminate\Queue\SerializesModels;
 use App\LlmDriver\Responses\EmbeddingsResponseDto;
+use Illuminate\Bus\Batchable;
 
 class VectorlizeDataJob implements ShouldQueue
 {
-    use Dispatchable, InteractsWithQueue, Queueable, SerializesModels;
+    use Batchable, Dispatchable, InteractsWithQueue, Queueable, SerializesModels;
 
     /**
      * Create a new job instance.
@@ -29,6 +31,15 @@ public function __construct(public DocumentChunk $documentChunk)
      */
     public function handle(): void
     {
+
+        if ($this->batch()->cancelled()) {
+            // Determine if the batch has been cancelled...
+            $this->documentChunk->update([
+                'status_embeddings' => StatusEnum::Cancelled,
+            ]);
+            return;
+        }
+
         $content = $this->documentChunk->content;
 
         /** @var EmbeddingsResponseDto $results */
@@ -36,6 +47,7 @@ public function handle(): void
 
         $this->documentChunk->update([
             'embedding' => $results->embedding,
+            'status_embeddings' => StatusEnum::Complete,
         ]);
     }
 }
diff --git a/app/LlmDriver/BaseClient.php b/app/LlmDriver/BaseClient.php
index f474f569..fa814f40 100644
--- a/app/LlmDriver/BaseClient.php
+++ b/app/LlmDriver/BaseClient.php
@@ -2,6 +2,22 @@
 
 namespace App\LlmDriver;
 
+use App\LlmDriver\Responses\EmbeddingsResponseDto;
+use Illuminate\Support\Facades\Log;
+use OpenAI\Resources\Embeddings;
+
 abstract class BaseClient {
     
+    public function embedData(string $data) : EmbeddingsResponseDto {
+
+        Log::info("LlmDriver::MockClient::embedData");
+        
+        $data = get_fixture('embedding_response.json');
+
+        return new EmbeddingsResponseDto(
+            data_get($data, 'data.0.embedding'),
+            1000,
+        );
+    }
+
 }
\ No newline at end of file
diff --git a/app/LlmDriver/MockClient.php b/app/LlmDriver/MockClient.php
index 2139145b..154170c4 100644
--- a/app/LlmDriver/MockClient.php
+++ b/app/LlmDriver/MockClient.php
@@ -2,22 +2,24 @@
 
 namespace App\LlmDriver;
 
+use App\LlmDriver\Responses\CompletionResponse;
 use App\LlmDriver\Responses\EmbeddingsResponseDto;
 use Illuminate\Support\Facades\Log;
 use OpenAI\Resources\Embeddings;
 
 class MockClient extends BaseClient {
     
-
-    public function embedData(string $data) : EmbeddingsResponseDto {
-
-        Log::info("LlmDriver::MockClient::embedData");
+    
+    public function completion(string $prompt) : CompletionResponse {
+        Log::info("LlmDriver::MockClient::completion");
         
-        $data = get_fixture('embedding_response.json');
+        $data = <<<EOD
+        Voluptate irure cillum dolor anim officia reprehenderit dolor. Eiusmod veniam nostrud consectetur incididunt proident id. Anim adipisicing pariatur amet duis Lorem sunt veniam veniam est. Deserunt ea aliquip cillum pariatur consectetur. Dolor in reprehenderit adipisicing consectetur cupidatat ad cupidatat reprehenderit. Nostrud mollit voluptate aliqua anim pariatur excepteur eiusmod velit quis exercitation tempor quis excepteur.        
+EOD;
 
-        return new EmbeddingsResponseDto(
-            data_get($data, 'data.0.embedding'),
-            1000,
-        );
+        return new CompletionResponse($data);
     }
+
+
+
 }
\ No newline at end of file
diff --git a/app/LlmDriver/Responses/CompletionResponse.php b/app/LlmDriver/Responses/CompletionResponse.php
new file mode 100644
index 00000000..81445c3f
--- /dev/null
+++ b/app/LlmDriver/Responses/CompletionResponse.php
@@ -0,0 +1,11 @@
+<?php
+
+namespace App\LlmDriver\Responses;
+
+class CompletionResponse extends \Spatie\LaravelData\Data
+{
+    public function __construct(
+        public string $content
+    ) {
+    }
+}
diff --git a/database/factories/DocumentChunkFactory.php b/database/factories/DocumentChunkFactory.php
index bc26b17c..038ba679 100644
--- a/database/factories/DocumentChunkFactory.php
+++ b/database/factories/DocumentChunkFactory.php
@@ -27,6 +27,7 @@ public function definition(): array
             'status_tagging' => StatusEnum::random(),
             'status_summary' => StatusEnum::random(),
             'original_content' => fake()->sentence(10),
+            'summary' => fake()->sentence(5),
             'document_id' => Document::factory(),
             'embedding' => data_get($embeddings, 'data.0.embedding'),
         ];
diff --git a/database/migrations/2024_03_26_005306_add_summary_to_document_chunks.php b/database/migrations/2024_03_26_005306_add_summary_to_document_chunks.php
new file mode 100644
index 00000000..da5f5518
--- /dev/null
+++ b/database/migrations/2024_03_26_005306_add_summary_to_document_chunks.php
@@ -0,0 +1,28 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Database\Schema\Blueprint;
+use Illuminate\Support\Facades\Schema;
+
+return new class extends Migration
+{
+    /**
+     * Run the migrations.
+     */
+    public function up(): void
+    {
+        Schema::table('document_chunks', function (Blueprint $table) {
+            $table->longText('summary')->nullable();
+        });
+    }
+
+    /**
+     * Reverse the migrations.
+     */
+    public function down(): void
+    {
+        Schema::table('document_chunks', function (Blueprint $table) {
+            //
+        });
+    }
+};
diff --git a/tests/Feature/Jobs/VectorlizeDataJobTest.php b/tests/Feature/Jobs/VectorlizeDataJobTest.php
index 2af7035e..c17e504b 100644
--- a/tests/Feature/Jobs/VectorlizeDataJobTest.php
+++ b/tests/Feature/Jobs/VectorlizeDataJobTest.php
@@ -3,6 +3,7 @@
 namespace Tests\Feature\Jobs;
 
 use App\Jobs\VectorlizeDataJob;
+use App\LlmDriver\LlmDriverFacade;
 use App\Models\DocumentChunk;
 use Illuminate\Foundation\Testing\RefreshDatabase;
 use Illuminate\Foundation\Testing\WithFaker;
@@ -15,6 +16,17 @@ class VectorlizeDataJobTest extends TestCase
      */
     public function test_gets_data(): void
     {
+        $embedding = get_fixture('embedding_response.json');
+        
+        $dto = new \App\LlmDriver\Responses\EmbeddingsResponseDto(
+            data_get($embedding, 'data.0.embedding'),
+            1000
+        );
+
+        LlmDriverFacade::shouldReceive('embedData')
+            ->once()
+            ->andReturn($dto);
+
         $documentChunk = DocumentChunk::factory()->create([
             'embedding' => null
         ]);
diff --git a/tests/Feature/MockClientTest.php b/tests/Feature/MockClientTest.php
index 23c8525a..3106b578 100644
--- a/tests/Feature/MockClientTest.php
+++ b/tests/Feature/MockClientTest.php
@@ -4,6 +4,7 @@
 
 use App\LlmDriver\Responses\EmbeddingsResponseDto;
 use App\LlmDriver\MockClient;
+use App\LlmDriver\Responses\CompletionResponse;
 use Illuminate\Foundation\Testing\RefreshDatabase;
 use Illuminate\Foundation\Testing\WithFaker;
 use OpenAI\Resources\Embeddings;
@@ -24,4 +25,15 @@ public function test_embeddings(): void
         $this->assertInstanceOf(EmbeddingsResponseDto::class, $results);
         
     }
+
+    public function test_completion(): void
+    {
+
+        $client = new MockClient();
+
+        $results = $client->completion('test');
+
+        $this->assertInstanceOf(CompletionResponse::class, $results);
+        
+    }
 }
diff --git a/tests/Feature/SummarizeDataJobTest.php b/tests/Feature/SummarizeDataJobTest.php
new file mode 100644
index 00000000..14f1161e
--- /dev/null
+++ b/tests/Feature/SummarizeDataJobTest.php
@@ -0,0 +1,36 @@
+<?php
+
+namespace Tests\Feature;
+
+use App\Jobs\SummarizeDataJob;
+use Illuminate\Foundation\Testing\RefreshDatabase;
+use Illuminate\Foundation\Testing\WithFaker;
+use Tests\TestCase;
+use App\LlmDriver\LlmDriverFacade;
+use App\Models\DocumentChunk;
+
+class SummarizeDataJobTest extends TestCase
+{
+    /**
+     * A basic feature test example.
+     */
+    public function test_gets_data(): void
+    {
+        
+        $data = "Foo bar";
+        $dto = new \App\LlmDriver\Responses\CompletionResponse($data);
+
+        LlmDriverFacade::shouldReceive('completion')
+            ->once()
+            ->andReturn($dto);
+
+        $documentChunk = DocumentChunk::factory()->create([
+            'summary' => null
+        ]);
+
+        $job = new SummarizeDataJob($documentChunk);
+        $job->handle();
+
+        $this->assertEquals("Foo bar", $documentChunk->refresh()->summary);
+    }
+}