diff --git a/docs/code_samples/v2_classification.txt b/docs/code_samples/v2_classification.txt
index 6ddfb4967..fc9339c84 100644
--- a/docs/code_samples/v2_classification.txt
+++ b/docs/code_samples/v2_classification.txt
@@ -4,7 +4,6 @@ import com.mindee.v2.product.classification.ClassificationClassifier;
 import com.mindee.v2.product.classification.ClassificationResponse;
 import com.mindee.v2.product.classification.ClassificationResult;
 import com.mindee.v2.product.classification.params.ClassificationParameters;
-import java.io.File;
 import java.io.IOException;
 
 public class SimpleMindeeClientV2 {
@@ -29,7 +28,7 @@ public class SimpleMindeeClientV2 {
     // Load a file from disk
     LocalInputSource inputSource = new LocalInputSource(filePath);
 
-    // Send for processing
+    // Send for processing using polling
     ClassificationResponse response = mindeeClient.enqueueAndGetResult(
         ClassificationResponse.class,
         inputSource,
diff --git a/docs/code_samples/v2_crop.txt b/docs/code_samples/v2_crop.txt
index 97242b00b..3d80e5751 100644
--- a/docs/code_samples/v2_crop.txt
+++ b/docs/code_samples/v2_crop.txt
@@ -3,7 +3,6 @@ import com.mindee.input.LocalInputSource;
 import com.mindee.v2.product.crop.CropResponse;
 import com.mindee.v2.product.crop.CropResult;
 import com.mindee.v2.product.crop.params.CropParameters;
-import java.io.File;
 import java.io.IOException;
 
 public class SimpleMindeeClientV2 {
@@ -19,7 +18,6 @@ public class SimpleMindeeClientV2 {
     MindeeClientV2 mindeeClient = new MindeeClientV2(apiKey);
 
     // Set inference parameters
-    // Note: modelId is mandatory.
     CropParameters cropParams = CropParameters
         // ID of the model, required.
         .builder(modelId)
@@ -28,7 +26,7 @@ public class SimpleMindeeClientV2 {
     // Load a file from disk
     LocalInputSource inputSource = new LocalInputSource(filePath);
 
-    // Send for processing
+    // Send for processing using polling
     CropResponse response = mindeeClient.enqueueAndGetResult(
         CropResponse.class,
         inputSource,
diff --git a/docs/code_samples/v2_extraction.txt b/docs/code_samples/v2_extraction.txt
index 4f6dce58d..954b550c4 100644
--- a/docs/code_samples/v2_extraction.txt
+++ b/docs/code_samples/v2_extraction.txt
@@ -2,7 +2,7 @@ import com.mindee.MindeeClientV2;
 import com.mindee.InferenceParameters;
 import com.mindee.input.LocalInputSource;
 import com.mindee.parsing.v2.InferenceResponse;
-import com.mindee.parsing.v2.InferenceResult;
+import com.mindee.parsing.v2.field.InferenceFields;
 import java.io.IOException;
 
 public class SimpleMindeeClientV2 {
@@ -18,7 +18,6 @@ public class SimpleMindeeClientV2 {
     MindeeClientV2 mindeeClient = new MindeeClientV2(apiKey);
 
     // Set inference parameters
-    // Note: modelId is mandatory.
     InferenceParameters extractionParams = InferenceParameters
         // ID of the model, required.
         .builder(modelId)
@@ -40,7 +39,7 @@ public class SimpleMindeeClientV2 {
     // Load a file from disk
     LocalInputSource inputSource = new LocalInputSource(filePath);
 
-    // Send for processing
+    // Send for processing using polling
     InferenceResponse response = mindeeClient.enqueueAndGetResult(
         InferenceResponse.class,
         inputSource,
@@ -51,6 +50,6 @@ public class SimpleMindeeClientV2 {
     System.out.println(response.getInference().toString());
 
     // Access the result fields
-    InferenceResult result = response.getInference().getResult();
+    InferenceFields fields = response.getInference().getResult().getFields();
   }
 }
diff --git a/docs/code_samples/v2_ocr.txt b/docs/code_samples/v2_ocr.txt
index a6cdcd771..95c676021 100644
--- a/docs/code_samples/v2_ocr.txt
+++ b/docs/code_samples/v2_ocr.txt
@@ -3,7 +3,6 @@ import com.mindee.input.LocalInputSource;
 import com.mindee.v2.product.ocr.OcrResponse;
 import com.mindee.v2.product.ocr.OcrResult;
 import com.mindee.v2.product.ocr.params.OcrParameters;
-import java.io.File;
 import java.io.IOException;
 
 public class SimpleMindeeClientV2 {
@@ -19,7 +18,6 @@ public class SimpleMindeeClientV2 {
     MindeeClientV2 mindeeClient = new MindeeClientV2(apiKey);
 
     // Set inference parameters
-    // Note: modelId is mandatory.
     OcrParameters ocrParams = OcrParameters
         // ID of the model, required.
         .builder(modelId)
@@ -28,7 +26,7 @@ public class SimpleMindeeClientV2 {
     // Load a file from disk
     LocalInputSource inputSource = new LocalInputSource(filePath);
 
-    // Send for processing
+    // Send for processing using polling
     OcrResponse response = mindeeClient.enqueueAndGetResult(
         OcrResponse.class,
         inputSource,
diff --git a/docs/code_samples/v2_split.txt b/docs/code_samples/v2_split.txt
index cd9b56b8f..b71623d36 100644
--- a/docs/code_samples/v2_split.txt
+++ b/docs/code_samples/v2_split.txt
@@ -3,7 +3,6 @@ import com.mindee.input.LocalInputSource;
 import com.mindee.v2.product.split.SplitResponse;
 import com.mindee.v2.product.split.SplitResult;
 import com.mindee.v2.product.split.params.SplitParameters;
-import java.io.File;
 import java.io.IOException;
 
 public class SimpleMindeeClientV2 {
@@ -19,7 +18,6 @@ public class SimpleMindeeClientV2 {
     MindeeClientV2 mindeeClient = new MindeeClientV2(apiKey);
 
     // Set inference parameters
-    // Note: modelId is mandatory.
     SplitParameters splitParams = SplitParameters
         // ID of the model, required.
         .builder(modelId)
@@ -28,7 +26,7 @@ public class SimpleMindeeClientV2 {
     // Load a file from disk
     LocalInputSource inputSource = new LocalInputSource(filePath);
 
-    // Send for processing
+    // Send for processing using polling
     SplitResponse response = mindeeClient.enqueueAndGetResult(
         SplitResponse.class,
         inputSource,