Anthropic - Adopt ToolCallingManager API

- Update AnthropicChatModel to use the new ToolCallingManager API, while ensuring full API backward compatibility.
- Introduce Builder to instantiate a new AnthropicChatModel since the number of overloaded constructors is growing too big.
- Update documentation about tool calling and Anthropic support for that.

Part of the #2207 epic

Signed-off-by: Thomas Vitale <[email protected]>

models/spring-ai-anthropic/src/main/java/org/springframework/ai/anthropic/AnthropicChatOptions.java

@@ -1,5 +1,5 @@
 /*
- * Copyright 2023-2024 the original author or authors.
+ * Copyright 2023-2025 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -17,6 +17,8 @@
 package org.springframework.ai.anthropic;
 
 import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
@@ -30,7 +32,9 @@
 import org.springframework.ai.anthropic.api.AnthropicApi;
 import org.springframework.ai.anthropic.api.AnthropicApi.ChatCompletionRequest;
 import org.springframework.ai.model.function.FunctionCallback;
-import org.springframework.ai.model.function.FunctionCallingOptions;
+import org.springframework.ai.model.tool.ToolCallingChatOptions;
+import org.springframework.ai.tool.ToolCallback;
+import org.springframework.lang.Nullable;
 import org.springframework.util.Assert;
 
 /**
@@ -42,7 +46,7 @@
  * @since 1.0.0
  */
 @JsonInclude(Include.NON_NULL)
-public class AnthropicChatOptions implements FunctionCallingOptions {
+public class AnthropicChatOptions implements ToolCallingChatOptions {
 
 	// @formatter:off
 	private @JsonProperty("model") String model;
@@ -54,34 +58,27 @@ public class AnthropicChatOptions implements FunctionCallingOptions {
 	private @JsonProperty("top_k") Integer topK;
 
 	/**
-	 * Tool Function Callbacks to register with the ChatModel. For Prompt
-	 * Options the functionCallbacks are automatically enabled for the duration of the
-	 * prompt execution. For Default Options the functionCallbacks are registered but
-	 * disabled by default. Use the enableFunctions to set the functions from the registry
-	 * to be used by the ChatModel chat completion requests.
+	 * Collection of {@link ToolCallback}s to be used for tool calling in the chat
+	 * completion requests.
 	 */
 	@JsonIgnore
-	private List<FunctionCallback> functionCallbacks = new ArrayList<>();
+	private List<FunctionCallback> toolCallbacks = new ArrayList<>();
 
 	/**
-	 * List of functions, identified by their names, to configure for function calling in
-	 * the chat completion requests. Functions with those names must exist in the
-	 * functionCallbacks registry. The {@link #functionCallbacks} from the PromptOptions
-	 * are automatically enabled for the duration of the prompt execution.
-	 *
-	 * Note that function enabled with the default options are enabled for all chat
-	 * completion requests. This could impact the token count and the billing. If the
-	 * functions is set in a prompt options, then the enabled functions are only active
-	 * for the duration of this prompt execution.
+	 * Collection of tool names to be resolved at runtime and used for tool calling in the
+	 * chat completion requests.
 	 */
 	@JsonIgnore
-	private Set<String> functions = new HashSet<>();
+	private Set<String> toolNames = new HashSet<>();
 
+	/**
+	 * Whether to enable the tool execution lifecycle internally in ChatModel.
+	 */
 	@JsonIgnore
-	private Boolean proxyToolCalls;
+	private Boolean internalToolExecutionEnabled;
 
 	@JsonIgnore
-	private Map<String, Object> toolContext;
+	private Map<String, Object> toolContext = new HashMap<>();
 
 	// @formatter:on
 
@@ -97,9 +94,9 @@ public static AnthropicChatOptions fromOptions(AnthropicChatOptions fromOptions)
 			.temperature(fromOptions.getTemperature())
 			.topP(fromOptions.getTopP())
 			.topK(fromOptions.getTopK())
-			.functionCallbacks(fromOptions.getFunctionCallbacks())
-			.functions(fromOptions.getFunctions())
-			.proxyToolCalls(fromOptions.getProxyToolCalls())
+			.toolCallbacks(fromOptions.getToolCallbacks())
+			.toolNames(fromOptions.getToolNames())
+			.internalToolExecutionEnabled(fromOptions.isInternalToolExecutionEnabled())
 			.toolContext(fromOptions.getToolContext())
 			.build();
 	}
@@ -167,25 +164,73 @@ public void setTopK(Integer topK) {
 	}
 
 	@Override
+	@JsonIgnore
+	public List<FunctionCallback> getToolCallbacks() {
+		return this.toolCallbacks;
+	}
+
+	@Override
+	@JsonIgnore
+	public void setToolCallbacks(List<FunctionCallback> toolCallbacks) {
+		Assert.notNull(toolCallbacks, "toolCallbacks cannot be null");
+		Assert.noNullElements(toolCallbacks, "toolCallbacks cannot contain null elements");
+		this.toolCallbacks = toolCallbacks;
+	}
+
+	@Override
+	@JsonIgnore
+	public Set<String> getToolNames() {
+		return this.toolNames;
+	}
+
+	@Override
+	@JsonIgnore
+	public void setToolNames(Set<String> toolNames) {
+		Assert.notNull(toolNames, "toolNames cannot be null");
+		Assert.noNullElements(toolNames, "toolNames cannot contain null elements");
+		toolNames.forEach(tool -> Assert.hasText(tool, "toolNames cannot contain empty elements"));
+		this.toolNames = toolNames;
+	}
+
+	@Override
+	@Nullable
+	@JsonIgnore
+	public Boolean isInternalToolExecutionEnabled() {
+		return internalToolExecutionEnabled;
+	}
+
+	@Override
+	@JsonIgnore
+	public void setInternalToolExecutionEnabled(@Nullable Boolean internalToolExecutionEnabled) {
+		this.internalToolExecutionEnabled = internalToolExecutionEnabled;
+	}
+
+	@Override
+	@Deprecated
+	@JsonIgnore
 	public List<FunctionCallback> getFunctionCallbacks() {
-		return this.functionCallbacks;
+		return this.getToolCallbacks();
 	}
 
 	@Override
+	@Deprecated
+	@JsonIgnore
 	public void setFunctionCallbacks(List<FunctionCallback> functionCallbacks) {
-		Assert.notNull(functionCallbacks, "FunctionCallbacks must not be null");
-		this.functionCallbacks = functionCallbacks;
+		this.setToolCallbacks(functionCallbacks);
 	}
 
 	@Override
+	@Deprecated
+	@JsonIgnore
 	public Set<String> getFunctions() {
-		return this.functions;
+		return this.getToolNames();
 	}
 
 	@Override
-	public void setFunctions(Set<String> functions) {
-		Assert.notNull(functions, "Function must not be null");
-		this.functions = functions;
+	@Deprecated
+	@JsonIgnore
+	public void setFunctions(Set<String> functionNames) {
+		this.setToolNames(functionNames);
 	}
 
 	@Override
@@ -201,20 +246,26 @@ public Double getPresencePenalty() {
 	}
 
 	@Override
+	@Deprecated
+	@JsonIgnore
 	public Boolean getProxyToolCalls() {
-		return this.proxyToolCalls;
+		return this.internalToolExecutionEnabled != null ? !this.internalToolExecutionEnabled : null;
 	}
 
+	@Deprecated
+	@JsonIgnore
 	public void setProxyToolCalls(Boolean proxyToolCalls) {
-		this.proxyToolCalls = proxyToolCalls;
+		this.internalToolExecutionEnabled = proxyToolCalls != null ? !proxyToolCalls : null;
 	}
 
 	@Override
+	@JsonIgnore
 	public Map<String, Object> getToolContext() {
 		return this.toolContext;
 	}
 
 	@Override
+	@JsonIgnore
 	public void setToolContext(Map<String, Object> toolContext) {
 		this.toolContext = toolContext;
 	}
@@ -268,25 +319,54 @@ public Builder topK(Integer topK) {
 			return this;
 		}
 
-		public Builder functionCallbacks(List<FunctionCallback> functionCallbacks) {
-			this.options.functionCallbacks = functionCallbacks;
+		public Builder toolCallbacks(List<FunctionCallback> toolCallbacks) {
+			this.options.setToolCallbacks(toolCallbacks);
 			return this;
 		}
 
-		public Builder functions(Set<String> functionNames) {
-			Assert.notNull(functionNames, "Function names must not be null");
-			this.options.functions = functionNames;
+		public Builder toolCallbacks(FunctionCallback... toolCallbacks) {
+			Assert.notNull(toolCallbacks, "toolCallbacks cannot be null");
+			this.options.toolCallbacks.addAll(Arrays.asList(toolCallbacks));
 			return this;
 		}
 
-		public Builder function(String functionName) {
-			Assert.hasText(functionName, "Function name must not be empty");
-			this.options.functions.add(functionName);
+		public Builder toolNames(Set<String> toolNames) {
+			Assert.notNull(toolNames, "toolNames cannot be null");
+			this.options.setToolNames(toolNames);
+			return this;
+		}
+
+		public Builder toolNames(String... toolNames) {
+			Assert.notNull(toolNames, "toolNames cannot be null");
+			this.options.toolNames.addAll(Set.of(toolNames));
 			return this;
 		}
 
+		public Builder internalToolExecutionEnabled(@Nullable Boolean internalToolExecutionEnabled) {
+			this.options.setInternalToolExecutionEnabled(internalToolExecutionEnabled);
+			return this;
+		}
+
+		@Deprecated
+		public Builder functionCallbacks(List<FunctionCallback> functionCallbacks) {
+			return toolCallbacks(functionCallbacks);
+		}
+
+		@Deprecated
+		public Builder functions(Set<String> functionNames) {
+			return toolNames(functionNames);
+		}
+
+		@Deprecated
+		public Builder function(String functionName) {
+			return toolNames(functionName);
+		}
+
+		@Deprecated
 		public Builder proxyToolCalls(Boolean proxyToolCalls) {
-			this.options.proxyToolCalls = proxyToolCalls;
+			if (proxyToolCalls != null) {
+				this.options.setInternalToolExecutionEnabled(!proxyToolCalls);
+			}
 			return this;
 		}
 

models/spring-ai-anthropic/src/main/java/org/springframework/ai/anthropic/api/AnthropicApi.java

@@ -238,7 +238,7 @@ public enum ChatModel implements ChatModelDescription {
 		CLAUDE_3_OPUS("claude-3-opus-latest"),
 
 		/**
-		 * The CLAUDE_3_SONNET
+		 * The CLAUDE_3_SONNET (Deprecated. To be removed on July 21, 2025)
 		 */
 		CLAUDE_3_SONNET("claude-3-sonnet-20240229"),
 
@@ -254,12 +254,12 @@ public enum ChatModel implements ChatModelDescription {
 
 		// Legacy models
 		/**
-		 * The CLAUDE_2_1
+		 * The CLAUDE_2_1 (Deprecated. To be removed on July 21, 2025)
 		 */
 		CLAUDE_2_1("claude-2.1"),
 
 		/**
-		 * The CLAUDE_2_0
+		 * The CLAUDE_2_0 (Deprecated. To be removed on July 21, 2025)
 		 */
 		CLAUDE_2("claude-2.0");
 

models/spring-ai-anthropic/src/test/java/org/springframework/ai/anthropic/ChatCompletionRequestTests.java

@@ -1,5 +1,5 @@
 /*
- * Copyright 2023-2024 the original author or authors.
+ * Copyright 2023-2025 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -26,6 +26,7 @@
 /**
  * @author Christian Tzolov
  * @author Alexandros Pappas
+ * @author Thomas Vitale
  */
 public class ChatCompletionRequestTests {
 
@@ -35,16 +36,20 @@ public void createRequestWithChatOptions() {
 		var client = new AnthropicChatModel(new AnthropicApi("TEST"),
 				AnthropicChatOptions.builder().model("DEFAULT_MODEL").temperature(66.6).build());
 
-		var request = client.createRequest(new Prompt("Test message content"), false);
+		var prompt = client.buildRequestPrompt(new Prompt("Test message content"));
+
+		var request = client.createRequest(prompt, false);
 
 		assertThat(request.messages()).hasSize(1);
 		assertThat(request.stream()).isFalse();
 
 		assertThat(request.model()).isEqualTo("DEFAULT_MODEL");
 		assertThat(request.temperature()).isEqualTo(66.6);
 
-		request = client.createRequest(new Prompt("Test message content",
-				AnthropicChatOptions.builder().model("PROMPT_MODEL").temperature(99.9).build()), true);
+		prompt = client.buildRequestPrompt(new Prompt("Test message content",
+				AnthropicChatOptions.builder().model("PROMPT_MODEL").temperature(99.9).build()));
+
+		request = client.createRequest(prompt, true);
 
 		assertThat(request.messages()).hasSize(1);
 		assertThat(request.stream()).isTrue();

spring-ai-core/src/main/java/org/springframework/ai/chat/model/ChatResponse.java

@@ -23,6 +23,7 @@
 
 import org.springframework.ai.chat.metadata.ChatResponseMetadata;
 import org.springframework.ai.model.ModelResponse;
+import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
 
 /**
@@ -111,6 +112,21 @@ public boolean hasToolCalls() {
 		return generations.stream().anyMatch(generation -> generation.getOutput().hasToolCalls());
 	}
 
+	/**
+	 * Whether the model has finished with any of the given finish reasons.
+	 */
+	public boolean hasFinishReasons(Set<String> finishReasons) {
+		Assert.notNull(finishReasons, "finishReasons cannot be null");
+		if (CollectionUtils.isEmpty(generations)) {
+			return false;
+		}
+		return generations.stream().anyMatch(generation -> {
+			var finishReason = (generation.getMetadata().getFinishReason() != null)
+					? generation.getMetadata().getFinishReason() : "";
+			return finishReasons.stream().map(String::toLowerCase).toList().contains(finishReason.toLowerCase());
+		});
+	}
+
 	@Override
 	public String toString() {
 		return "ChatResponse [metadata=" + this.chatResponseMetadata + ", generations=" + this.generations + "]";