diff --git a/langchain4j-cohere/src/main/java/dev/langchain4j/model/cohere/CohereScoringModel.java b/langchain4j-cohere/src/main/java/dev/langchain4j/model/cohere/CohereScoringModel.java
index 7f8fe96195a..29175d9c338 100644
--- a/langchain4j-cohere/src/main/java/dev/langchain4j/model/cohere/CohereScoringModel.java
+++ b/langchain4j-cohere/src/main/java/dev/langchain4j/model/cohere/CohereScoringModel.java
@@ -9,6 +9,7 @@
 import java.time.Duration;
 import java.util.List;
 
+import static dev.langchain4j.internal.RetryUtils.withRetry;
 import static dev.langchain4j.internal.Utils.getOrDefault;
 import static dev.langchain4j.internal.ValidationUtils.ensureNotBlank;
 import static java.time.Duration.ofSeconds;
@@ -25,6 +26,7 @@ public class CohereScoringModel implements ScoringModel {
 
     private final CohereClient client;
     private final String modelName;
+    private final Integer maxRetries;
 
     @Builder
     public CohereScoringModel(
@@ -32,6 +34,7 @@ public CohereScoringModel(
             String apiKey,
             String modelName,
             Duration timeout,
+            Integer maxRetries,
             Boolean logRequests,
             Boolean logResponses
     ) {
@@ -43,6 +46,7 @@ public CohereScoringModel(
                 .logResponses(getOrDefault(logResponses, false))
                 .build();
         this.modelName = modelName;
+        this.maxRetries = getOrDefault(maxRetries, 3);
     }
 
     public static CohereScoringModel withApiKey(String apiKey) {
@@ -60,7 +64,7 @@ public Response<List<Double>> scoreAll(List<TextSegment> segments, String query)
                         .collect(toList()))
                 .build();
 
-        RerankResponse response = client.rerank(request);
+        RerankResponse response = withRetry(() -> client.rerank(request), maxRetries);
 
         List<Double> scores = response.getResults().stream()
                 .sorted(comparingInt(Result::getIndex))
diff --git a/langchain4j-cohere/src/test/java/dev/langchain4j/model/cohere/CohereScoringModelIT.java b/langchain4j-cohere/src/test/java/dev/langchain4j/model/cohere/CohereScoringModelIT.java
index de220478d61..88432aab056 100644
--- a/langchain4j-cohere/src/test/java/dev/langchain4j/model/cohere/CohereScoringModelIT.java
+++ b/langchain4j-cohere/src/test/java/dev/langchain4j/model/cohere/CohereScoringModelIT.java
@@ -41,8 +41,9 @@ void should_score_multiple_segments_with_all_parameters() {
         ScoringModel model = CohereScoringModel.builder()
                 .baseUrl("https://api.cohere.ai/v1/")
                 .apiKey(System.getenv("COHERE_API_KEY"))
-                .timeout(Duration.ofSeconds(30))
                 .modelName("rerank-multilingual-v2.0")
+                .timeout(Duration.ofSeconds(30))
+                .maxRetries(2)
                 .logRequests(true)
                 .logResponses(true)
                 .build();