Fix things

Signed-off-by: sirivarma <siri.varma@outlook.com>

sdk/src/main/java/io/dapr/client/DaprClientImpl.java

@@ -13,6 +13,7 @@ limitations under the License.
 
 package io.dapr.client;
 
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.base.Strings;
 import com.google.protobuf.Any;
 import com.google.protobuf.ByteString;
@@ -21,6 +22,7 @@ import com.google.protobuf.Message;
 import io.dapr.client.domain.ActorMetadata;
 import io.dapr.client.domain.AppConnectionPropertiesHealthMetadata;
 import io.dapr.client.domain.AppConnectionPropertiesMetadata;
+import io.dapr.client.domain.AssistantMessage;
 import io.dapr.client.domain.BulkPublishEntry;
 import io.dapr.client.domain.BulkPublishRequest;
 import io.dapr.client.domain.BulkPublishResponse;
@@ -28,7 +30,7 @@ import io.dapr.client.domain.BulkPublishResponseFailedEntry;
 import io.dapr.client.domain.CloudEvent;
 import io.dapr.client.domain.ComponentMetadata;
 import io.dapr.client.domain.ConfigurationItem;
-import io.dapr.client.domain.ConversationFunction;
+import io.dapr.client.domain.ConversationToolsFunction;
 import io.dapr.client.domain.ConversationInput;
 import io.dapr.client.domain.ConversationInputAlpha2;
 import io.dapr.client.domain.ConversationMessage;
@@ -42,7 +44,7 @@ import io.dapr.client.domain.ConversationResultAlpha2;
 import io.dapr.client.domain.ConversationResultChoices;
 import io.dapr.client.domain.ConversationResultMessage;
 import io.dapr.client.domain.ConversationToolCalls;
-import io.dapr.client.domain.ConversationToolCallsFunction;
+import io.dapr.client.domain.ConversationToolCallsOfFunction;
 import io.dapr.client.domain.ConversationTools;
 import io.dapr.client.domain.DaprMetadata;
 import io.dapr.client.domain.DeleteJobRequest;
@@ -73,6 +75,7 @@ import io.dapr.client.domain.StateOptions;
 import io.dapr.client.domain.SubscribeConfigurationRequest;
 import io.dapr.client.domain.SubscribeConfigurationResponse;
 import io.dapr.client.domain.SubscriptionMetadata;
+import io.dapr.client.domain.ToolMessage;
 import io.dapr.client.domain.TransactionalStateOperation;
 import io.dapr.client.domain.UnlockRequest;
 import io.dapr.client.domain.UnlockResponseStatus;
@@ -1572,6 +1575,7 @@ public class DaprClientImpl extends AbstractDaprClient {
   /**
    * {@inheritDoc}
    */
+  @Deprecated(forRemoval = true)
   @Override
   public Mono<ConversationResponse> converse(ConversationRequest conversationRequest) {
 
@@ -1685,7 +1689,7 @@ public class DaprClientImpl extends AbstractDaprClient {
   }
 
   private DaprProtos.ConversationRequestAlpha2 buildConversationRequestProto(ConversationRequestAlpha2 request,
-                                                                             DaprProtos.ConversationRequestAlpha2.Builder builder) {
+                                           DaprProtos.ConversationRequestAlpha2.Builder builder) {
     if (request.getTools() != null) {
       buildConversationTools(request.getTools(), builder);
     }
@@ -1694,13 +1698,21 @@ public class DaprClientImpl extends AbstractDaprClient {
       builder.putAllMetadata(request.getMetadata());
     }
 
+
     if (request.getParameters() != null) {
       Map<String, Any> parameters = request.getParameters()
           .entrySet().stream()
           .collect(Collectors.toMap(
               Map.Entry::getKey,
-              e -> Any.pack((Message) e.getValue())
-          ));
+              e -> {
+                try {
+                  return Any.newBuilder().setValue(ByteString.copyFrom(objectSerializer.serialize(e.getValue())))
+                      .build();
+                } catch (IOException ex) {
+                  throw new RuntimeException(ex);
+                }
+              })
+          );
       builder.putAllParameters(parameters);
     }
 
@@ -1727,7 +1739,7 @@ public class DaprClientImpl extends AbstractDaprClient {
   private void buildConversationTools(List<ConversationTools> tools, 
                                      DaprProtos.ConversationRequestAlpha2.Builder builder) {
     for (ConversationTools tool : tools) {
-      ConversationFunction function = tool.getFunction();
+      ConversationToolsFunction function = tool.getFunction();
 
       DaprProtos.ConversationToolsFunction.Builder protoFunction = DaprProtos.ConversationToolsFunction.newBuilder()
           .setName(function.getName());
@@ -1741,7 +1753,14 @@ public class DaprClientImpl extends AbstractDaprClient {
             .entrySet().stream()
             .collect(Collectors.toMap(
                 Map.Entry::getKey,
-                e -> Any.pack((Message) e.getValue())
+                e -> {
+                  try {
+                    return Any.newBuilder().setValue(ByteString.copyFrom(objectSerializer.serialize(e.getValue())))
+                        .build();
+                  } catch (IOException ex) {
+                    throw new RuntimeException(ex);
+                  }
+                }
             ));
 
         protoFunction.putAllParameters(functionParams);
@@ -1766,8 +1785,8 @@ public class DaprClientImpl extends AbstractDaprClient {
         if (message.getContent() != null) {
           toolMessage.addAllContent(getConversationMessageContent(message));
         }
-        if (message.getToolId() != null) {
-          toolMessage.setToolId(message.getToolId());
+        if (((ToolMessage)message).getToolId() != null) {
+          toolMessage.setToolId(((ToolMessage)message).getToolId());
         }
         messageBuilder.setOfTool(toolMessage);
         break;
@@ -1785,14 +1804,15 @@ public class DaprClientImpl extends AbstractDaprClient {
       case ASSISTANT:
         DaprProtos.ConversationMessageOfAssistant.Builder assistantMessage =
             DaprProtos.ConversationMessageOfAssistant.newBuilder();
+
         if (message.getName() != null) {
           assistantMessage.setName(message.getName());
         }
         if (message.getContent() != null) {
           assistantMessage.addAllContent(getConversationMessageContent(message));
         }
-        if (message.getToolCalls() != null) {
-          assistantMessage.addAllToolCalls(getConversationToolCalls(message));
+        if (((AssistantMessage)message).getToolCalls() != null) {
+          assistantMessage.addAllToolCalls(getConversationToolCalls((AssistantMessage)message));
         }
         messageBuilder.setOfAssistant(assistantMessage);
         break;
@@ -1851,15 +1871,18 @@ public class DaprClientImpl extends AbstractDaprClient {
     List<ConversationToolCalls> toolCalls = new ArrayList<>();
 
     for (DaprProtos.ConversationToolCalls protoToolCall : protoChoice.getMessage().getToolCallsList()) {
-      ConversationToolCallsFunction function = null;
+      ConversationToolCallsOfFunction function = null;
       if (protoToolCall.hasFunction()) {
-        function = new ConversationToolCallsFunction(
+        function = new ConversationToolCallsOfFunction(
             protoToolCall.getFunction().getName(),
             protoToolCall.getFunction().getArguments()
         );
       }
-      
-      toolCalls.add(new ConversationToolCalls(protoToolCall.getId(), function));
+
+      ConversationToolCalls conversationToolCalls = new ConversationToolCalls(function);
+      conversationToolCalls.setId(protoToolCall.getId());
+
+      toolCalls.add(conversationToolCalls);
     }
     
     return new ConversationResultMessage(
@@ -1882,16 +1905,19 @@ public class DaprClientImpl extends AbstractDaprClient {
   }
 
   private List<DaprProtos.ConversationToolCalls> getConversationToolCalls(
-      ConversationMessage conversationMessage) {
+      AssistantMessage assistantMessage) {
     List<DaprProtos.ConversationToolCalls> conversationToolCalls = new ArrayList<>();
-    for (ConversationToolCalls conversationToolCall: conversationMessage.getToolCalls()) {
-      conversationToolCalls.add(DaprProtos.ConversationToolCalls.newBuilder()
-          .setId(conversationToolCall.getId())
+    for (ConversationToolCalls conversationToolCall: assistantMessage.getToolCalls()) {
+      DaprProtos.ConversationToolCalls.Builder toolCallsBuilder = DaprProtos.ConversationToolCalls.newBuilder()
           .setFunction(DaprProtos.ConversationToolCallsOfFunction.newBuilder()
-              .setName(conversationToolCall.getFunction().getName())
-              .setArguments(conversationToolCall.getFunction().getArguments())
-              .build())
-          .build());
+                  .setName(conversationToolCall.getFunction().getName())
+                  .setArguments(conversationToolCall.getFunction().getArguments())
+                  .build());
+      if (conversationToolCall.getId() != null) {
+        toolCallsBuilder.setId(conversationToolCall.getId());
+      }
+
+      conversationToolCalls.add(toolCallsBuilder.build());
     }
 
     return conversationToolCalls;

sdk/src/main/java/io/dapr/client/DaprPreviewClient.java

@@ -315,6 +315,7 @@ public interface DaprPreviewClient extends AutoCloseable {
    * @param conversationRequest request to be passed to the LLM.
    * @return {@link ConversationResponse}.
    */
+  @Deprecated
   public Mono<ConversationResponse> converse(ConversationRequest conversationRequest);
 
   /*

sdk/src/main/java/io/dapr/client/domain/AssistantMessage.java

@@ -0,0 +1,65 @@
+/*
+ * Copyright 2025 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+import java.util.List;
+
+/**
+ * Assistant message containing responses from the AI model.
+ * Can include regular content and/or tool calls that the model wants to make.
+ */
+public class AssistantMessage implements ConversationMessage {
+
+  private String name;
+  private final List<ConversationMessageContent> content;
+  private final List<ConversationToolCalls> toolCalls;
+
+  /**
+   * Creates an assistant message with content and optional tool calls.
+   * @param content the content of the assistant message.
+   * @param toolCalls the tool calls requested by the assistant.
+   */
+  public AssistantMessage(List<ConversationMessageContent> content, List<ConversationToolCalls> toolCalls) {
+    this.content = content != null ? List.copyOf(content) : null;
+    this.toolCalls = toolCalls != null ? List.copyOf(toolCalls) : null;
+  }
+
+  @Override
+  public ConversationMessageRole getRole() {
+    return ConversationMessageRole.ASSISTANT;
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Sets the name of the assistant participant.
+   *
+   * @param name the name to set
+   */
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  @Override
+  public List<ConversationMessageContent> getContent() {
+    return content;
+  }
+
+  public List<ConversationToolCalls> getToolCalls() {
+    return toolCalls;
+  }
+}

sdk/src/main/java/io/dapr/client/domain/ConversationMessage.java

@@ -16,118 +16,29 @@ package io.dapr.client.domain;
 import java.util.List;
 
 /**
- * Represents a conversation message with role-specific content.
+ * Interface representing a conversation message with role-specific content.
  * Supports different message types: system, user, assistant, developer, and tool.
  */
-public class ConversationMessage {
-
-  /**
-   * Enum representing the different roles a message can have.
-   */
-  public enum Role {
-    SYSTEM,
-    USER, 
-    ASSISTANT,
-    DEVELOPER,
-    TOOL
-  }
-
-  private final Role role;
-  private final String name;
-  private final List<ConversationMessageContent> content;
-  private final List<ConversationToolCalls> toolCalls;
-  private final String toolId;
-
-  /**
-   * Constructor for creating a message with basic content.
-   *
-   * @param role the role of the message sender
-   * @param content the content of the message
-   */
-  public ConversationMessage(Role role, List<ConversationMessageContent> content) {
-    this(role, null, content, null, null);
-  }
-
-  /**
-   * Constructor for creating a message with name and content.
-   *
-   * @param role the role of the message sender
-   * @param name the name of the participant (optional)
-   * @param content the content of the message
-   */
-  public ConversationMessage(Role role, String name, List<ConversationMessageContent> content) {
-    this(role, name, content, null, null);
-  }
-
-  /**
-   * Full constructor for creating a message with all properties.
-   *
-   * @param role the role of the message sender
-   * @param name the name of the participant (optional)
-   * @param content the content of the message
-   * @param toolCalls tool calls for assistant messages (optional)
-   * @param toolId tool ID for tool messages (optional)
-   */
-  public ConversationMessage(Role role, String name, List<ConversationMessageContent> content, 
-                           List<ConversationToolCalls> toolCalls, String toolId) {
-    this.role = role;
-    this.name = name;
-    this.content = content != null ? List.copyOf(content) : null;
-    this.toolCalls = toolCalls != null ? List.copyOf(toolCalls) : null;
-    this.toolId = toolId;
-  }
+public interface ConversationMessage {
 
   /**
    * Gets the role of the message sender.
    *
    * @return the message role
    */
-  public Role getRole() {
-    return role;
-  }
+  ConversationMessageRole getRole();
 
   /**
    * Gets the name of the participant in the message.
    *
    * @return the participant name, or null if not specified
    */
-  public String getName() {
-    return name;
-  }
+  String getName();
 
   /**
    * Gets the content of the message.
    *
    * @return the message content
    */
-  public List<ConversationMessageContent> getContent() {
-    return content;
-  }
-
-  /**
-   * Gets the tool calls generated by the model (for assistant messages).
-   *
-   * @return the tool calls, or null if none
-   */
-  public List<ConversationToolCalls> getToolCalls() {
-    return toolCalls;
-  }
-
-  /**
-   * Gets the tool ID (for tool messages).
-   *
-   * @return the tool ID, or null if not a tool message
-   */
-  public String getToolId() {
-    return toolId;
-  }
-
-  /**
-   * Checks if this message has tool calls.
-   *
-   * @return true if the message has tool calls, false otherwise
-   */
-  public boolean hasToolCalls() {
-    return toolCalls != null && !toolCalls.isEmpty();
-  }
+  List<ConversationMessageContent> getContent();
 }

sdk/src/main/java/io/dapr/client/domain/ConversationMessageRole.java

@@ -0,0 +1,44 @@
+/*
+ * Copyright 2022 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+/**
+ * Enum representing the different roles a conversation message can have.
+ */
+public enum ConversationMessageRole {
+  /**
+   * System message that sets the behavior or context for the conversation.
+   */
+  SYSTEM,
+
+  /**
+   * User message containing input from the human user.
+   */
+  USER,
+
+  /**
+   * Assistant message containing responses from the AI model.
+   */
+  ASSISTANT,
+
+  /**
+   * Tool message containing results from function/tool calls.
+   */
+  TOOL,
+
+  /**
+   * Developer message for development and debugging purposes.
+   */
+  DEVELOPER
+}

sdk/src/main/java/io/dapr/client/domain/ConversationToolCalls.java

@@ -18,27 +18,17 @@ package io.dapr.client.domain;
  */
 public class ConversationToolCalls {
 
-  private final String id;
-  private final ConversationToolCallsFunction function;
+  private String id;
+  private final ConversationToolCallsOfFunction function;
 
-  /**
-   * Constructor.
-   *
-   * @param id the unique identifier for the tool call (optional)
-   * @param function the function to call
-   */
-  public ConversationToolCalls(String id, ConversationToolCallsFunction function) {
-    this.id = id;
-    this.function = function;
-  }
 
   /**
    * Constructor without ID.
    *
    * @param function the function to call
    */
-  public ConversationToolCalls(ConversationToolCallsFunction function) {
-    this(null, function);
+  public ConversationToolCalls(ConversationToolCallsOfFunction function) {
+    this.function = function;
   }
 
   /**
@@ -50,12 +40,22 @@ public class ConversationToolCalls {
     return id;
   }
 
+  /**
+   * Set with ID.
+   *
+   * @param id the unique identifier for the tool call
+   */
+  public ConversationToolCalls setId(String id) {
+    this.id = id;
+    return this;
+  }
+
   /**
    * Gets the function to call.
    *
    * @return the function details
    */
-  public ConversationToolCallsFunction getFunction() {
+  public ConversationToolCallsOfFunction getFunction() {
     return function;
   }
 }

sdk/src/main/java/io/dapr/client/domain/ConversationToolCallsOfFunction.java

@@ -16,7 +16,7 @@ package io.dapr.client.domain;
 /**
  * Represents a function call within a tool call.
  */
-public class ConversationToolCallsFunction {
+public class ConversationToolCallsOfFunction {
 
   private final String name;
   private final String arguments;
@@ -27,7 +27,7 @@ public class ConversationToolCallsFunction {
    * @param name the name of the function to call
    * @param arguments the arguments to call the function with, as generated by the model in JSON format
    */
-  public ConversationToolCallsFunction(String name, String arguments) {
+  public ConversationToolCallsOfFunction(String name, String arguments) {
     this.name = name;
     this.arguments = arguments;
   }

sdk/src/main/java/io/dapr/client/domain/ConversationTools.java

@@ -18,35 +18,23 @@ package io.dapr.client.domain;
  */
 public class ConversationTools {
 
-  private final String type;
-  private final ConversationFunction function;
+  private final ConversationToolsFunction function;
 
   /**
    * Constructor.
    *
-   * @param type     the type of tool (e.g., "function")
    * @param function the function definition
    */
-  public ConversationTools(String type, ConversationFunction function) {
-    this.type = type;
+  public ConversationTools(ConversationToolsFunction function) {
     this.function = function;
   }
 
-  /**
-   * Gets the tool type.
-   *
-   * @return the tool type
-   */
-  public String getType() {
-    return type;
-  }
-
   /**
    * Gets the function definition.
    *
    * @return the function definition
    */
-  public ConversationFunction getFunction() {
+  public ConversationToolsFunction getFunction() {
     return function;
   }
 }

sdk/src/main/java/io/dapr/client/domain/ConversationToolsFunction.java

@@ -18,22 +18,20 @@ import java.util.Map;
 /**
  * Represents a function definition for conversation tools.
  */
-public class ConversationFunction {
+public class ConversationToolsFunction {
 
+  private String description;
   private final String name;
-  private final String description;
   private final Map<String, Object> parameters;
 
   /**
    * Constructor.
    *
    * @param name        the function name
-   * @param description the function description
    * @param parameters  the function parameters schema
    */
-  public ConversationFunction(String name, String description, Map<String, Object> parameters) {
+  public ConversationToolsFunction(String name, Map<String, Object> parameters) {
     this.name = name;
-    this.description = description;
     this.parameters = parameters;
   }
 
@@ -55,6 +53,17 @@ public class ConversationFunction {
     return description;
   }
 
+  /**
+   * Sets the function description.
+   *
+   * @param description the function description
+   * @return this instance for method chaining
+   */
+  public ConversationToolsFunction setDescription(String description) {
+    this.description = description;
+    return this;
+  }
+
   /**
    * Gets the function parameters schema.
    *

sdk/src/main/java/io/dapr/client/domain/DeveloperMessage.java

@@ -0,0 +1,59 @@
+/*
+ * Copyright 2025 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+import java.util.List;
+
+/**
+ * Developer message for development and debugging purposes.
+ * Used for providing additional context or instructions during development.
+ */
+public class DeveloperMessage implements ConversationMessage {
+
+  private String name;
+  private final List<ConversationMessageContent> content;
+
+  /**
+   * Creates a developer message with content.
+   *
+   * @param content the content of the developer message
+   */
+  public DeveloperMessage(List<ConversationMessageContent> content) {
+    this.content = content != null ? List.copyOf(content) : null;
+  }
+
+  @Override
+  public ConversationMessageRole getRole() {
+    return ConversationMessageRole.DEVELOPER;
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Sets the name of the developer participant.
+   *
+   * @param name the name to set
+   */
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  @Override
+  public List<ConversationMessageContent> getContent() {
+    return content;
+  }
+}

sdk/src/main/java/io/dapr/client/domain/SystemMessage.java

@@ -0,0 +1,59 @@
+/*
+ * Copyright 2025 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+import java.util.List;
+
+/**
+ * System message that sets the behavior or context for the conversation.
+ * Used to provide instructions or context to the AI model.
+ */
+public class SystemMessage implements ConversationMessage {
+
+  private String name;
+  private final List<ConversationMessageContent> content;
+
+  /**
+   * Creates a system message with content.
+   *
+   * @param content the content of the system message
+   */
+  public SystemMessage(List<ConversationMessageContent> content) {
+    this.content = content != null ? List.copyOf(content) : null;
+  }
+
+  @Override
+  public ConversationMessageRole getRole() {
+    return ConversationMessageRole.SYSTEM;
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Sets the name of the system participant.
+   *
+   * @param name the name to set
+   */
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  @Override
+  public List<ConversationMessageContent> getContent() {
+    return content;
+  }
+}

sdk/src/main/java/io/dapr/client/domain/ToolMessage.java

@@ -0,0 +1,73 @@
+/*
+ * Copyright 2025 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+import java.util.List;
+
+/**
+ * Tool message containing results from function/tool calls.
+ * Used to provide the response from a tool execution back to the AI model.
+ */
+public class ToolMessage implements ConversationMessage {
+
+  private String toolId;
+  private String name;
+  private final List<ConversationMessageContent> content;
+
+  /**
+   * Creates a tool message with content.
+   *
+   * @param content the content containing the tool execution result
+   */
+  public ToolMessage(List<ConversationMessageContent> content) {
+    this.content = content != null ? List.copyOf(content) : null;
+  }
+
+  @Override
+  public ConversationMessageRole getRole() {
+    return ConversationMessageRole.TOOL;
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Sets the tool identifier.
+   *
+   * @param toolId the tool identifier to set
+   */
+  public void setToolId(String toolId) {
+    this.toolId = toolId;
+  }
+
+  /**
+   * Sets the name of the tool participant.
+   *
+   * @param name the name to set
+   */
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  @Override
+  public List<ConversationMessageContent> getContent() {
+    return content;
+  }
+
+  public String getToolId() {
+    return toolId;
+  }
+}

sdk/src/main/java/io/dapr/client/domain/UserMessage.java

@@ -0,0 +1,59 @@
+/*
+ * Copyright 2025 The Dapr Authors
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package io.dapr.client.domain;
+
+import java.util.List;
+
+/**
+ * User message containing input from the human user.
+ * Represents questions, requests, or other input from the end user.
+ */
+public class UserMessage implements ConversationMessage {
+
+  private String name;
+  private final List<ConversationMessageContent> content;
+
+  /**
+   * Creates a user message with content.
+   *
+   * @param content the content of the user message
+   */
+  public UserMessage(List<ConversationMessageContent> content) {
+    this.content = content != null ? List.copyOf(content) : null;
+  }
+
+  @Override
+  public ConversationMessageRole getRole() {
+    return ConversationMessageRole.USER;
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  /**
+   * Sets the name of the user participant.
+   *
+   * @param name the name to set
+   */
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  @Override
+  public List<ConversationMessageContent> getContent() {
+    return content;
+  }
+}

sdk/src/test/java/io/dapr/client/DaprPreviewClientGrpcTest.java

@@ -18,11 +18,24 @@ import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.protobuf.Any;
 import com.google.protobuf.ByteString;
+import io.dapr.client.domain.AssistantMessage;
 import io.dapr.client.domain.BulkPublishEntry;
 import io.dapr.client.domain.BulkPublishRequest;
 import io.dapr.client.domain.BulkPublishResponse;
 import io.dapr.client.domain.CloudEvent;
+import io.dapr.client.domain.ConversationToolCallsOfFunction;
+import io.dapr.client.domain.ConversationToolsFunction;
+import io.dapr.client.domain.ConversationInputAlpha2;
+import io.dapr.client.domain.ConversationMessage;
+import io.dapr.client.domain.ConversationMessageContent;
+import io.dapr.client.domain.ConversationRequestAlpha2;
+import io.dapr.client.domain.ConversationResponseAlpha2;
+import io.dapr.client.domain.ConversationResultAlpha2;
+import io.dapr.client.domain.ConversationResultChoices;
+import io.dapr.client.domain.ConversationToolCalls;
+import io.dapr.client.domain.ConversationTools;
 import io.dapr.client.domain.DeleteJobRequest;
+import io.dapr.client.domain.DeveloperMessage;
 import io.dapr.client.domain.GetJobRequest;
 import io.dapr.client.domain.GetJobResponse;
 import io.dapr.client.domain.JobSchedule;
@@ -33,7 +46,10 @@ import io.dapr.client.domain.QueryStateItem;
 import io.dapr.client.domain.QueryStateRequest;
 import io.dapr.client.domain.QueryStateResponse;
 import io.dapr.client.domain.ScheduleJobRequest;
+import io.dapr.client.domain.SystemMessage;
+import io.dapr.client.domain.ToolMessage;
 import io.dapr.client.domain.UnlockResponseStatus;
+import io.dapr.client.domain.UserMessage;
 import io.dapr.client.domain.query.Query;
 import io.dapr.serializer.DaprObjectSerializer;
 import io.dapr.serializer.DefaultObjectSerializer;
@@ -984,6 +1000,437 @@ public class DaprPreviewClientGrpcTest {
     assertEquals("Name in the request cannot be null or empty", exception.getMessage());
   }
 
+  @Test
+  public void converseAlpha2ShouldThrowIllegalArgumentExceptionWhenNameIsNull() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2(null, null);
+
+    IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () ->
+        previewClient.converseAlpha2(request).block());
+    assertEquals("LLM name cannot be null or empty.", exception.getMessage());
+  }
+
+  @Test
+  public void converseAlpha2ShouldThrowIllegalArgumentExceptionWhenNameIsEmpty() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("", null);
+
+    IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () ->
+        previewClient.converseAlpha2(request).block());
+    assertEquals("LLM name cannot be null or empty.", exception.getMessage());
+  }
+
+  @Test
+  public void converseAlpha2ShouldThrowIllegalArgumentExceptionWhenNameIsWhitespace() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("   ", null);
+
+    IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () ->
+        previewClient.converseAlpha2(request).block());
+    assertEquals("LLM name cannot be null or empty.", exception.getMessage());
+  }
+
+  @Test
+  public void converseAlpha2ExceptionThrownTest() {
+    doAnswer((Answer<Void>) invocation -> {
+      throw newStatusRuntimeException("INVALID_ARGUMENT", "bad argument");
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+
+    assertThrowsDaprException(
+        StatusRuntimeException.class,
+        "INVALID_ARGUMENT",
+        "INVALID_ARGUMENT: bad argument",
+        () -> previewClient.converseAlpha2(request).block());
+  }
+
+  @Test
+  public void converseAlpha2CallbackExceptionThrownTest() {
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onError(newStatusRuntimeException("INVALID_ARGUMENT", "bad argument"));
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+    Mono<ConversationResponseAlpha2> result = previewClient.converseAlpha2(request);
+
+    assertThrowsDaprException(
+        ExecutionException.class,
+        "INVALID_ARGUMENT",
+        "INVALID_ARGUMENT: bad argument",
+        () -> result.block());
+  }
+
+  @Test
+  public void converseAlpha2MinimalRequestTest() {
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .setContextId("test-context")
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("Hello! How can I help you today?")
+                    .build())
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    assertEquals("test-context", response.getContextId());
+    assertEquals(1, response.getOutputs().size());
+
+    ConversationResultAlpha2 result = response.getOutputs().get(0);
+    assertEquals(1, result.getChoices().size());
+
+    ConversationResultChoices choice = result.getChoices().get(0);
+    assertEquals("stop", choice.getFinishReason());
+    assertEquals(0, choice.getIndex());
+    assertEquals("Hello! How can I help you today?", choice.getMessage().getContent());
+  }
+
+  @Test
+  public void converseAlpha2ComplexRequestTest() {
+    // Create messages
+    List<ConversationMessage> messages = new ArrayList<>();
+    UserMessage userMessage = new UserMessage(List.of(new ConversationMessageContent("Hello, how are you?")));
+    userMessage.setName("John");
+    messages.add(userMessage);
+
+    // Create input
+    ConversationInputAlpha2 input = new ConversationInputAlpha2(messages);
+    input.setScrubPii(true);
+
+    // Create tools
+    Map<String, Object> functionParams = new HashMap<>();
+    functionParams.put("location", "Required location parameter");
+    List<ConversationTools> tools = new ArrayList<>();
+    ConversationToolsFunction function = new ConversationToolsFunction("get_weather", functionParams);
+    function.setDescription("Get current weather");
+
+    ConversationTools tool = new ConversationTools(function);
+    tools.add(tool);
+
+    Map<String, String> metadata = new HashMap<>();
+    metadata.put("key1", "value1");
+
+    Map<String, Object> parameters = new HashMap<>();
+    parameters.put("max_tokens", "1000");
+
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", List.of(input));
+    request.setContextId("test-context");
+    request.setTemperature(0.7);
+    request.setScrubPii(true);
+    request.setTools(tools);
+    request.setToolChoice("auto");
+    request.setMetadata(metadata);
+    request.setParameters(parameters);
+
+    // Mock response with tool calls
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .setContextId("test-context")
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("tool_calls")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("I'll help you get the weather information.")
+                    .addToolCalls(DaprProtos.ConversationToolCalls.newBuilder()
+                        .setId("call_123")
+                        .setFunction(DaprProtos.ConversationToolCallsOfFunction.newBuilder()
+                            .setName("get_weather")
+                            .setArguments("{\"location\": \"New York\"}")
+                            .build())
+                        .build())
+                    .build())
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    assertEquals("test-context", response.getContextId());
+
+    ConversationResultChoices choice = response.getOutputs().get(0).getChoices().get(0);
+    assertEquals("tool_calls", choice.getFinishReason());
+    assertEquals("I'll help you get the weather information.", choice.getMessage().getContent());
+    assertEquals(1, choice.getMessage().getToolCalls().size());
+
+    ConversationToolCalls toolCall = choice.getMessage().getToolCalls().get(0);
+    assertEquals("call_123", toolCall.getId());
+    assertEquals("get_weather", toolCall.getFunction().getName());
+    assertEquals("{\"location\": \"New York\"}", toolCall.getFunction().getArguments());
+
+    // Verify the request was built correctly
+    ArgumentCaptor<DaprProtos.ConversationRequestAlpha2> captor =
+        ArgumentCaptor.forClass(DaprProtos.ConversationRequestAlpha2.class);
+    verify(daprStub).converseAlpha2(captor.capture(), any());
+
+    DaprProtos.ConversationRequestAlpha2 capturedRequest = captor.getValue();
+    assertEquals("openai", capturedRequest.getName());
+    assertEquals("test-context", capturedRequest.getContextId());
+    assertEquals(0.7, capturedRequest.getTemperature(), 0.001);
+    assertTrue(capturedRequest.getScrubPii());
+    assertEquals("auto", capturedRequest.getToolChoice());
+    assertEquals("value1", capturedRequest.getMetadataMap().get("key1"));
+    assertEquals(1, capturedRequest.getToolsCount());
+    assertEquals("get_weather", capturedRequest.getTools(0).getFunction().getName());
+  }
+
+  @Test
+  public void converseAlpha2AllMessageTypesTest() {
+    List<ConversationMessage> messages = new ArrayList<>();
+
+    // System message
+    SystemMessage systemMsg = new SystemMessage(List.of(new ConversationMessageContent("You are a helpful assistant.")));
+    systemMsg.setName("system");
+    messages.add(systemMsg);
+
+    // User message
+    UserMessage userMsg = new UserMessage(List.of(new ConversationMessageContent("Hello!")));
+    userMsg.setName("user");
+    messages.add(userMsg);
+
+    // Assistant message
+    AssistantMessage assistantMsg = new AssistantMessage(List.of(new ConversationMessageContent("Hi there!")),
+        List.of(new ConversationToolCalls(new ConversationToolCallsOfFunction("abc", "parameters"))));
+    assistantMsg.setName("assistant");
+    messages.add(assistantMsg);
+
+    // Tool message
+    ToolMessage toolMsg = new ToolMessage(List.of(new ConversationMessageContent("Weather data: 72F")));
+    toolMsg.setName("tool");
+    messages.add(toolMsg);
+
+    // Developer message
+    DeveloperMessage devMsg = new DeveloperMessage(List.of(new ConversationMessageContent("Debug info")));
+    devMsg.setName("developer");
+    messages.add(devMsg);
+
+    ConversationInputAlpha2 input = new ConversationInputAlpha2(messages);
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", List.of(input));
+
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("Processed all message types")
+                    .build())
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    assertEquals("Processed all message types", response.getOutputs().get(0).getChoices().get(0).getMessage().getContent());
+
+    // Verify all message types were processed
+    ArgumentCaptor<DaprProtos.ConversationRequestAlpha2> captor =
+        ArgumentCaptor.forClass(DaprProtos.ConversationRequestAlpha2.class);
+    verify(daprStub).converseAlpha2(captor.capture(), any());
+
+    DaprProtos.ConversationRequestAlpha2 capturedRequest = captor.getValue();
+    assertEquals(1, capturedRequest.getInputsCount());
+    assertEquals(5, capturedRequest.getInputs(0).getMessagesCount());
+
+    // Verify each message type was converted correctly
+    List<DaprProtos.ConversationMessage> capturedMessages = capturedRequest.getInputs(0).getMessagesList();
+    assertTrue(capturedMessages.get(0).hasOfSystem());
+    assertTrue(capturedMessages.get(1).hasOfUser());
+    assertTrue(capturedMessages.get(2).hasOfAssistant());
+    assertTrue(capturedMessages.get(3).hasOfTool());
+    assertTrue(capturedMessages.get(4).hasOfDeveloper());
+  }
+
+  @Test
+  public void converseAlpha2EmptyInputsTest() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", new ArrayList<>());
+
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(0)
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+
+    ArgumentCaptor<DaprProtos.ConversationRequestAlpha2> captor =
+        ArgumentCaptor.forClass(DaprProtos.ConversationRequestAlpha2.class);
+    verify(daprStub).converseAlpha2(captor.capture(), any());
+
+    DaprProtos.ConversationRequestAlpha2 capturedRequest = captor.getValue();
+    assertEquals(0, capturedRequest.getInputsCount());
+  }
+
+  @Test
+  public void converseAlpha2ResponseWithoutMessageTest() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(0)
+                // No message set
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    ConversationResultChoices choice = response.getOutputs().get(0).getChoices().get(0);
+    assertEquals("stop", choice.getFinishReason());
+    assertEquals(0, choice.getIndex());
+    assertNull(choice.getMessage());
+  }
+
+  @Test
+  public void converseAlpha2MultipleResultsTest() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("First choice")
+                    .build())
+                .build())
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("stop")
+                .setIndex(1)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("Second choice")
+                    .build())
+                .build())
+            .build())
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("length")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("Third result")
+                    .build())
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    assertEquals(2, response.getOutputs().size());
+
+    // First result with 2 choices
+    ConversationResultAlpha2 firstResult = response.getOutputs().get(0);
+    assertEquals(2, firstResult.getChoices().size());
+    assertEquals("First choice", firstResult.getChoices().get(0).getMessage().getContent());
+    assertEquals("Second choice", firstResult.getChoices().get(1).getMessage().getContent());
+
+    // Second result with 1 choice
+    ConversationResultAlpha2 secondResult = response.getOutputs().get(1);
+    assertEquals(1, secondResult.getChoices().size());
+    assertEquals("Third result", secondResult.getChoices().get(0).getMessage().getContent());
+  }
+
+  @Test
+  public void converseAlpha2ToolCallWithoutFunctionTest() {
+    ConversationRequestAlpha2 request = new ConversationRequestAlpha2("openai", null);
+
+    DaprProtos.ConversationResponseAlpha2 grpcResponse = DaprProtos.ConversationResponseAlpha2.newBuilder()
+        .addOutputs(DaprProtos.ConversationResultAlpha2.newBuilder()
+            .addChoices(DaprProtos.ConversationResultChoices.newBuilder()
+                .setFinishReason("tool_calls")
+                .setIndex(0)
+                .setMessage(DaprProtos.ConversationResultMessage.newBuilder()
+                    .setContent("Test content")
+                    .addToolCalls(DaprProtos.ConversationToolCalls.newBuilder()
+                        .setId("call_123")
+                        // No function set
+                        .build())
+                    .build())
+                .build())
+            .build())
+        .build();
+
+    doAnswer((Answer<Void>) invocation -> {
+      StreamObserver<DaprProtos.ConversationResponseAlpha2> observer =
+          (StreamObserver<DaprProtos.ConversationResponseAlpha2>) invocation.getArguments()[1];
+      observer.onNext(grpcResponse);
+      observer.onCompleted();
+      return null;
+    }).when(daprStub).converseAlpha2(any(DaprProtos.ConversationRequestAlpha2.class), any());
+
+    ConversationResponseAlpha2 response = previewClient.converseAlpha2(request).block();
+
+    assertNotNull(response);
+    ConversationToolCalls toolCall = response.getOutputs().get(0).getChoices().get(0)
+        .getMessage().getToolCalls().get(0);
+    assertEquals("call_123", toolCall.getId());
+    assertNull(toolCall.getFunction());
+  }
+
   private DaprProtos.QueryStateResponse buildQueryStateResponse(List<QueryStateItem<?>> resp,String token)
           throws JsonProcessingException {
     List<DaprProtos.QueryStateItem> items = new ArrayList<>();