[ML] Integrate with DeepSeek API

docs/changelog/122218.yaml

@@ -0,0 +1,5 @@
+pr: 122218
+summary: Integrate with `DeepSeek` API
+area: Machine Learning
+type: enhancement
+issues: []

server/src/main/java/org/elasticsearch/TransportVersions.java

@@ -146,6 +146,7 @@ static TransportVersion def(int id) {
     public static final TransportVersion VOYAGE_AI_INTEGRATION_ADDED_BACKPORT_8_X = def(8_841_0_05);
     public static final TransportVersion JINA_AI_EMBEDDING_TYPE_SUPPORT_ADDED_BACKPORT_8_19 = def(8_841_0_06);
     public static final TransportVersion RETRY_ILM_ASYNC_ACTION_REQUIRE_ERROR_8_19 = def(8_841_0_07);
+    public static final TransportVersion ML_INFERENCE_DEEPSEEK_8_19 = def(8_841_0_08);
     public static final TransportVersion INITIAL_ELASTICSEARCH_9_0 = def(9_000_0_00);
     public static final TransportVersion REMOVE_SNAPSHOT_FAILURES_90 = def(9_000_0_01);
     public static final TransportVersion TRANSPORT_STATS_HANDLING_TIME_REQUIRED_90 = def(9_000_0_02);
@@ -180,6 +181,7 @@ static TransportVersion def(int id) {
     public static final TransportVersion MAX_OPERATION_SIZE_REJECTIONS_ADDED = def(9_024_0_00);
     public static final TransportVersion RETRY_ILM_ASYNC_ACTION_REQUIRE_ERROR = def(9_025_0_00);
     public static final TransportVersion ESQL_SERIALIZE_BLOCK_TYPE_CODE = def(9_026_0_00);
+    public static final TransportVersion ML_INFERENCE_DEEPSEEK = def(9_027_00_0);
 
     /*
      * STOP! READ THIS FIRST! No, really,

x-pack/plugin/inference/qa/inference-service-tests/src/javaRestTest/java/org/elasticsearch/xpack/inference/InferenceGetServicesIT.java

@@ -25,7 +25,7 @@ public class InferenceGetServicesIT extends BaseMockEISAuthServerTest {
     @SuppressWarnings("unchecked")
     public void testGetServicesWithoutTaskType() throws IOException {
         List<Object> services = getAllServices();
-        assertThat(services.size(), equalTo(20));
+        assertThat(services.size(), equalTo(21));
 
         String[] providers = new String[services.size()];
         for (int i = 0; i < services.size(); i++) {
@@ -41,6 +41,7 @@ public void testGetServicesWithoutTaskType() throws IOException {
                 "azureaistudio",
                 "azureopenai",
                 "cohere",
+                "deepseek",
                 "elastic",
                 "elasticsearch",
                 "googleaistudio",
@@ -114,7 +115,7 @@ public void testGetServicesWithRerankTaskType() throws IOException {
     @SuppressWarnings("unchecked")
     public void testGetServicesWithCompletionTaskType() throws IOException {
         List<Object> services = getServices(TaskType.COMPLETION);
-        assertThat(services.size(), equalTo(9));
+        assertThat(services.size(), equalTo(10));
 
         String[] providers = new String[services.size()];
         for (int i = 0; i < services.size(); i++) {
@@ -130,6 +131,7 @@ public void testGetServicesWithCompletionTaskType() throws IOException {
                 "azureaistudio",
                 "azureopenai",
                 "cohere",
+                "deepseek",
                 "googleaistudio",
                 "openai",
                 "streaming_completion_test_service"
@@ -141,15 +143,15 @@ public void testGetServicesWithCompletionTaskType() throws IOException {
     @SuppressWarnings("unchecked")
     public void testGetServicesWithChatCompletionTaskType() throws IOException {
         List<Object> services = getServices(TaskType.CHAT_COMPLETION);
-        assertThat(services.size(), equalTo(3));
+        assertThat(services.size(), equalTo(4));
 
         String[] providers = new String[services.size()];
         for (int i = 0; i < services.size(); i++) {
             Map<String, Object> serviceConfig = (Map<String, Object>) services.get(i);
             providers[i] = (String) serviceConfig.get("service");
         }
 
-        assertArrayEquals(List.of("elastic", "openai", "streaming_completion_test_service").toArray(), providers);
+        assertArrayEquals(List.of("deepseek", "elastic", "openai", "streaming_completion_test_service").toArray(), providers);
     }
 
     @SuppressWarnings("unchecked")

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/InferenceNamedWriteablesProvider.java

@@ -58,6 +58,7 @@
 import org.elasticsearch.xpack.inference.services.cohere.embeddings.CohereEmbeddingsTaskSettings;
 import org.elasticsearch.xpack.inference.services.cohere.rerank.CohereRerankServiceSettings;
 import org.elasticsearch.xpack.inference.services.cohere.rerank.CohereRerankTaskSettings;
+import org.elasticsearch.xpack.inference.services.deepseek.DeepSeekChatCompletionModel;
 import org.elasticsearch.xpack.inference.services.elastic.ElasticInferenceServiceSparseEmbeddingsServiceSettings;
 import org.elasticsearch.xpack.inference.services.elastic.completion.ElasticInferenceServiceCompletionServiceSettings;
 import org.elasticsearch.xpack.inference.services.elasticsearch.CustomElandInternalServiceSettings;
@@ -153,6 +154,7 @@ public static List<NamedWriteableRegistry.Entry> getNamedWriteables() {
         addUnifiedNamedWriteables(namedWriteables);
 
         namedWriteables.addAll(StreamingTaskManager.namedWriteables());
+        namedWriteables.addAll(DeepSeekChatCompletionModel.namedWriteables());
 
         return namedWriteables;
     }

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/InferencePlugin.java

@@ -115,6 +115,7 @@
 import org.elasticsearch.xpack.inference.services.azureaistudio.AzureAiStudioService;
 import org.elasticsearch.xpack.inference.services.azureopenai.AzureOpenAiService;
 import org.elasticsearch.xpack.inference.services.cohere.CohereService;
+import org.elasticsearch.xpack.inference.services.deepseek.DeepSeekService;
 import org.elasticsearch.xpack.inference.services.elastic.ElasticInferenceService;
 import org.elasticsearch.xpack.inference.services.elastic.ElasticInferenceServiceComponents;
 import org.elasticsearch.xpack.inference.services.elastic.ElasticInferenceServiceSettings;
@@ -358,6 +359,7 @@ public List<InferenceServiceExtension.Factory> getInferenceServiceFactories() {
             context -> new IbmWatsonxService(httpFactory.get(), serviceComponents.get()),
             context -> new JinaAIService(httpFactory.get(), serviceComponents.get()),
             context -> new VoyageAIService(httpFactory.get(), serviceComponents.get()),
+            context -> new DeepSeekService(httpFactory.get(), serviceComponents.get()),
             ElasticsearchInternalService::new
         );
     }

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/external/deepseek/DeepSeekChatCompletionRequest.java

@@ -0,0 +1,97 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+package org.elasticsearch.xpack.inference.external.deepseek;
+
+import org.apache.http.HttpHeaders;
+import org.apache.http.client.methods.HttpPost;
+import org.apache.http.entity.ByteArrayEntity;
+import org.elasticsearch.ElasticsearchException;
+import org.elasticsearch.common.Strings;
+import org.elasticsearch.xcontent.ToXContent;
+import org.elasticsearch.xcontent.XContentType;
+import org.elasticsearch.xcontent.json.JsonXContent;
+import org.elasticsearch.xpack.inference.external.http.sender.UnifiedChatInput;
+import org.elasticsearch.xpack.inference.external.request.HttpRequest;
+import org.elasticsearch.xpack.inference.external.request.Request;
+import org.elasticsearch.xpack.inference.external.unified.UnifiedChatCompletionRequestEntity;
+import org.elasticsearch.xpack.inference.services.deepseek.DeepSeekChatCompletionModel;
+
+import java.io.IOException;
+import java.net.URI;
+import java.nio.charset.StandardCharsets;
+import java.util.Objects;
+
+import static org.elasticsearch.xpack.inference.external.request.RequestUtils.createAuthBearerHeader;
+
+public class DeepSeekChatCompletionRequest implements Request {
+    private static final String MODEL_FIELD = "model";
+    private static final String MAX_TOKENS = "max_tokens";
+
+    private final DeepSeekChatCompletionModel model;
+    private final UnifiedChatInput unifiedChatInput;
+
+    public DeepSeekChatCompletionRequest(UnifiedChatInput unifiedChatInput, DeepSeekChatCompletionModel model) {
+        this.unifiedChatInput = Objects.requireNonNull(unifiedChatInput);
+        this.model = Objects.requireNonNull(model);
+    }
+
+    @Override
+    public HttpRequest createHttpRequest() {
+        HttpPost httpPost = new HttpPost(model.uri());
+
+        httpPost.setEntity(createEntity());
+
+        httpPost.setHeader(HttpHeaders.CONTENT_TYPE, XContentType.JSON.mediaType());
+        httpPost.setHeader(createAuthBearerHeader(model.apiKey()));
+
+        return new HttpRequest(httpPost, getInferenceEntityId());
+    }
+
+    private ByteArrayEntity createEntity() {
+        var modelId = Objects.requireNonNullElseGet(unifiedChatInput.getRequest().model(), model::model);
+        try (var builder = JsonXContent.contentBuilder()) {
+            builder.startObject();
+            new UnifiedChatCompletionRequestEntity(unifiedChatInput).toXContent(builder, ToXContent.EMPTY_PARAMS);
+            builder.field(MODEL_FIELD, modelId);
+
+            if (unifiedChatInput.getRequest().maxCompletionTokens() != null) {
+                builder.field(MAX_TOKENS, unifiedChatInput.getRequest().maxCompletionTokens());
+            }
+
+            builder.endObject();
+            return new ByteArrayEntity(Strings.toString(builder).getBytes(StandardCharsets.UTF_8));
+        } catch (IOException e) {
+            throw new ElasticsearchException("Failed to serialize request payload.", e);
+        }
+    }
+
+    @Override
+    public URI getURI() {
+        return model.uri();
+    }
+
+    @Override
+    public Request truncate() {
+        return this;
+    }
+
+    @Override
+    public boolean[] getTruncationInfo() {
+        return null;
+    }
+
+    @Override
+    public String getInferenceEntityId() {
+        return model.getInferenceEntityId();
+    }
+
+    @Override
+    public boolean isStreaming() {
+        return unifiedChatInput.stream();
+    }
+}

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/external/http/sender/DeepSeekRequestManager.java

@@ -0,0 +1,84 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+package org.elasticsearch.xpack.inference.external.http.sender;
+
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.elasticsearch.action.ActionListener;
+import org.elasticsearch.inference.InferenceServiceResults;
+import org.elasticsearch.threadpool.ThreadPool;
+import org.elasticsearch.xpack.inference.external.deepseek.DeepSeekChatCompletionRequest;
+import org.elasticsearch.xpack.inference.external.http.retry.RequestSender;
+import org.elasticsearch.xpack.inference.external.http.retry.ResponseHandler;
+import org.elasticsearch.xpack.inference.external.openai.OpenAiChatCompletionResponseEntity;
+import org.elasticsearch.xpack.inference.external.openai.OpenAiChatCompletionResponseHandler;
+import org.elasticsearch.xpack.inference.external.openai.OpenAiUnifiedChatCompletionResponseHandler;
+import org.elasticsearch.xpack.inference.services.deepseek.DeepSeekChatCompletionModel;
+
+import java.util.Objects;
+import java.util.function.Supplier;
+
+import static org.elasticsearch.xpack.inference.external.http.sender.InferenceInputs.createUnsupportedTypeException;
+
+public class DeepSeekRequestManager extends BaseRequestManager {
+
+    private static final Logger logger = LogManager.getLogger(DeepSeekRequestManager.class);
+
+    private static final ResponseHandler CHAT_COMPLETION = createChatCompletionHandler();
+    private static final ResponseHandler COMPLETION = createCompletionHandler();
+
+    private final DeepSeekChatCompletionModel model;
+
+    public DeepSeekRequestManager(DeepSeekChatCompletionModel model, ThreadPool threadPool) {
+        super(threadPool, model.getInferenceEntityId(), model.rateLimitGroup(), model.rateLimitSettings());
+        this.model = Objects.requireNonNull(model);
+    }
+
+    @Override
+    public void execute(
+        InferenceInputs inferenceInputs,
+        RequestSender requestSender,
+        Supplier<Boolean> hasRequestCompletedFunction,
+        ActionListener<InferenceServiceResults> listener
+    ) {
+        switch (inferenceInputs) {
+            case UnifiedChatInput uci -> execute(uci, requestSender, hasRequestCompletedFunction, listener);
+            case ChatCompletionInput cci -> execute(cci, requestSender, hasRequestCompletedFunction, listener);
+            default -> throw createUnsupportedTypeException(inferenceInputs, UnifiedChatInput.class);
+        }
+    }
+
+    private void execute(
+        UnifiedChatInput inferenceInputs,
+        RequestSender requestSender,
+        Supplier<Boolean> hasRequestCompletedFunction,
+        ActionListener<InferenceServiceResults> listener
+    ) {
+        var request = new DeepSeekChatCompletionRequest(inferenceInputs, model);
+        execute(new ExecutableInferenceRequest(requestSender, logger, request, CHAT_COMPLETION, hasRequestCompletedFunction, listener));
+    }
+
+    private void execute(
+        ChatCompletionInput inferenceInputs,
+        RequestSender requestSender,
+        Supplier<Boolean> hasRequestCompletedFunction,
+        ActionListener<InferenceServiceResults> listener
+    ) {
+        var unifiedInputs = new UnifiedChatInput(inferenceInputs.getInputs(), "user", inferenceInputs.stream());
+        var request = new DeepSeekChatCompletionRequest(unifiedInputs, model);
+        execute(new ExecutableInferenceRequest(requestSender, logger, request, COMPLETION, hasRequestCompletedFunction, listener));
+    }
+
+    private static ResponseHandler createChatCompletionHandler() {
+        return new OpenAiUnifiedChatCompletionResponseHandler("deepseek chat completion", OpenAiChatCompletionResponseEntity::fromResponse);
+    }
+
+    private static ResponseHandler createCompletionHandler() {
+        return new OpenAiChatCompletionResponseHandler("deepseek completion", OpenAiChatCompletionResponseEntity::fromResponse);
+    }
+}

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/external/openai/OpenAiUnifiedChatCompletionRequestEntity.java

@@ -21,12 +21,15 @@ public class OpenAiUnifiedChatCompletionRequestEntity implements ToXContentObjec
 
     public static final String USER_FIELD = "user";
     private static final String MODEL_FIELD = "model";
+    private static final String MAX_COMPLETION_TOKENS_FIELD = "max_completion_tokens";
 
+    private final UnifiedChatInput unifiedChatInput;
     private final OpenAiChatCompletionModel model;
     private final UnifiedChatCompletionRequestEntity unifiedRequestEntity;
 
     public OpenAiUnifiedChatCompletionRequestEntity(UnifiedChatInput unifiedChatInput, OpenAiChatCompletionModel model) {
-        this.unifiedRequestEntity = new UnifiedChatCompletionRequestEntity(Objects.requireNonNull(unifiedChatInput));
+        this.unifiedChatInput = Objects.requireNonNull(unifiedChatInput);
+        this.unifiedRequestEntity = new UnifiedChatCompletionRequestEntity(unifiedChatInput);
         this.model = Objects.requireNonNull(model);
     }
 
@@ -41,6 +44,10 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
             builder.field(USER_FIELD, model.getTaskSettings().user());
         }
 
+        if (unifiedChatInput.getRequest().maxCompletionTokens() != null) {
+            builder.field(MAX_COMPLETION_TOKENS_FIELD, unifiedChatInput.getRequest().maxCompletionTokens());
+        }
+
         builder.endObject();
 
         return builder;

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/external/request/elastic/ElasticInferenceServiceUnifiedChatCompletionRequestEntity.java

@@ -17,12 +17,15 @@
 
 public class ElasticInferenceServiceUnifiedChatCompletionRequestEntity implements ToXContentObject {
     private static final String MODEL_FIELD = "model";
+    private static final String MAX_COMPLETION_TOKENS_FIELD = "max_completion_tokens";
 
+    private final UnifiedChatInput unifiedChatInput;
     private final UnifiedChatCompletionRequestEntity unifiedRequestEntity;
     private final String modelId;
 
     public ElasticInferenceServiceUnifiedChatCompletionRequestEntity(UnifiedChatInput unifiedChatInput, String modelId) {
-        this.unifiedRequestEntity = new UnifiedChatCompletionRequestEntity(Objects.requireNonNull(unifiedChatInput));
+        this.unifiedChatInput = Objects.requireNonNull(unifiedChatInput);
+        this.unifiedRequestEntity = new UnifiedChatCompletionRequestEntity(unifiedChatInput);
         this.modelId = Objects.requireNonNull(modelId);
     }
 
@@ -31,6 +34,11 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
         builder.startObject();
         unifiedRequestEntity.toXContent(builder, params);
         builder.field(MODEL_FIELD, modelId);
+
+        if (unifiedChatInput.getRequest().maxCompletionTokens() != null) {
+            builder.field(MAX_COMPLETION_TOKENS_FIELD, unifiedChatInput.getRequest().maxCompletionTokens());
+        }
+
         builder.endObject();
 
         return builder;

x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/external/unified/UnifiedChatCompletionRequestEntity.java

@@ -32,7 +32,6 @@ public class UnifiedChatCompletionRequestEntity implements ToXContentFragment {
     public static final String MESSAGES_FIELD = "messages";
     private static final String ROLE_FIELD = "role";
     private static final String CONTENT_FIELD = "content";
-    private static final String MAX_COMPLETION_TOKENS_FIELD = "max_completion_tokens";
     private static final String STOP_FIELD = "stop";
     private static final String TEMPERATURE_FIELD = "temperature";
     private static final String TOOL_CHOICE_FIELD = "tool_choice";
@@ -104,10 +103,6 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
         }
         builder.endArray();
 
-        if (unifiedRequest.maxCompletionTokens() != null) {
-            builder.field(MAX_COMPLETION_TOKENS_FIELD, unifiedRequest.maxCompletionTokens());
-        }
-
         // Underlying providers expect OpenAI to only return 1 possible choice.
         builder.field(NUMBER_OF_RETURNED_CHOICES_FIELD, 1);