hack/tools/scripts/llm-key-hunter/results/_cache/content/agentscope-ai_agentscope-java.json

{"repo": "agentscope-ai/agentscope-java", "files": {"agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-openai/src/main/java/io/agentscope/extensions/model/openai/compat/deepseek/DeepSeekModelProvider.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785745655.3540683, "n": 4131, "h": "dd1d60ccab400576", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static io.agentscope.core.model.ModelProviderSupport.firstNonBlank;\nimport static io.agentscope.core.model.ModelProviderSupport.trimToNull;\nimport static io.agentscope.extensions.model.openai.OpenAIModelProviderSupport.applyAdvancedOptions;\n\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String baseUrl = firstNonBlank(context.getBaseUrl(), DEFAULT_BASE_URL);\n        String endpointPath = trimToNull(context.getEndpointPath());\n        boolean stream = context.getStream() != null ? context.getStream() : true;\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder().apiKey(apiKey).modelName(modelName).stream(stream)\n                        .baseUrl(baseUrl)\n                        .endpointPath(endpointPath)\n                        .formatter(new DeepSeekFormatter())\n                        .nativeStructuredOutput(false)\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(\n                                        modelName, ModelContextWindows.DEEPSEEK));\n\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        applyAdvancedOptions(\n                builder, context, GenerateOptions.mergeOptions(userOptions, deepSeekDefaults));\n        return builder.build();\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n}\n"}, "3a4a298bd1f81cb759d985da8c68e616b432df35": {"t": 1785755442.8506665, "n": 4131, "h": "dd1d60ccab400576", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static io.agentscope.core.model.ModelProviderSupport.firstNonBlank;\nimport static io.agentscope.core.model.ModelProviderSupport.trimToNull;\nimport static io.agentscope.extensions.model.openai.OpenAIModelProviderSupport.applyAdvancedOptions;\n\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String baseUrl = firstNonBlank(context.getBaseUrl(), DEFAULT_BASE_URL);\n        String endpointPath = trimToNull(context.getEndpointPath());\n        boolean stream = context.getStream() != null ? context.getStream() : true;\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder().apiKey(apiKey).modelName(modelName).stream(stream)\n                        .baseUrl(baseUrl)\n                        .endpointPath(endpointPath)\n                        .formatter(new DeepSeekFormatter())\n                        .nativeStructuredOutput(false)\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(\n                                        modelName, ModelContextWindows.DEEPSEEK));\n\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        applyAdvancedOptions(\n                builder, context, GenerateOptions.mergeOptions(userOptions, deepSeekDefaults));\n        return builder.build();\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n}\n"}, "48a77f180ead00cf4883608388a3dc10968c1197": {"t": 1785755444.5886405, "n": 4151, "h": "08574b24eafb0747", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static io.agentscope.extensions.model.openai.ModelProviderSupport.applyAdvancedOptions;\nimport static io.agentscope.extensions.model.openai.ModelProviderSupport.firstNonBlank;\nimport static io.agentscope.extensions.model.openai.ModelProviderSupport.trimToNull;\n\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String baseUrl = firstNonBlank(context.getBaseUrl(), DEFAULT_BASE_URL);\n        String endpointPath = trimToNull(context.getEndpointPath());\n        boolean stream = context.getStream() != null ? context.getStream() : true;\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder().apiKey(apiKey).modelName(modelName).stream(stream)\n                        .baseUrl(baseUrl)\n                        .endpointPath(endpointPath)\n                        .formatter(new DeepSeekFormatter())\n                        .nativeStructuredOutput(false)\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(\n                                        modelName, ModelContextWindows.DEEPSEEK));\n\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        applyAdvancedOptions(\n                builder, context, GenerateOptions.mergeOptions(userOptions, deepSeekDefaults));\n        return builder.build();\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n}\n"}, "9fbaaf8d814a17daccbcb54a1c7832a617fa62b1": {"t": 1785755445.9434123, "n": 7885, "h": "734700ef6c39536f", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    private static final String OPTION_CONTEXT_WINDOW_SIZE = \"contextWindowSize\";\n    private static final String OPTION_NATIVE_STRUCTURED_OUTPUT = \"nativeStructuredOutput\";\n    private static final String OPTION_NATIVE_STRUCTURED_OUTPUT_WITH_TOOLS =\n            \"nativeStructuredOutputWithTools\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder()\n                        .apiKey(apiKey)\n                        .modelName(modelName)\n                        .baseUrl(DEFAULT_BASE_URL)\n                        .formatter(new DeepSeekFormatter())\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(modelName, ModelContextWindows.DEEPSEEK))\n                        .nativeStructuredOutput(false)\n                        .nativeStructuredOutputWithTools(false)\n                        .stream(context.getStream() != null ? context.getStream() : true);\n\n        String baseUrl = trimToNull(context.getBaseUrl());\n        if (baseUrl != null) {\n            builder.baseUrl(baseUrl);\n        }\n        String endpointPath = trimToNull(context.getEndpointPath());\n        if (endpointPath != null) {\n            builder.endpointPath(endpointPath);\n        }\n        applyAdvancedOptions(builder, context);\n        return builder.build();\n    }\n\n    @SuppressWarnings(\"unchecked\")\n    private static void applyAdvancedOptions(\n            OpenAIChatModel.Builder builder, ModelCreationContext context) {\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        GenerateOptions mergedOptions = GenerateOptions.mergeOptions(userOptions, deepSeekDefaults);\n        if (mergedOptions != null) {\n            builder.generateOptions(mergedOptions);\n        }\n\n        HttpTransport httpTransport = context.component(HttpTransport.class);\n        if (httpTransport != null) {\n            builder.httpTransport(httpTransport);\n        }\n        ProxyConfig proxyConfig = context.component(ProxyConfig.class);\n        if (proxyConfig != null) {\n            builder.proxy(proxyConfig);\n        }\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                (Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest>)\n                        findAssignableComponent(context, Formatter.class);\n        if (formatter != null) {\n            builder.formatter(formatter);\n        }\n        Integer contextWindowSize = intOption(context, OPTION_CONTEXT_WINDOW_SIZE);\n        if (contextWindowSize != null) {\n            builder.contextWindowSize(contextWindowSize);\n        }\n        Boolean nativeStructuredOutput = booleanOption(context, OPTION_NATIVE_STRUCTURED_OUTPUT);\n        if (nativeStructuredOutput != null) {\n            builder.nativeStructuredOutput(nativeStructuredOutput);\n        }\n        Boolean nativeStructuredOutputWithTools =\n                booleanOption(context, OPTION_NATIVE_STRUCTURED_OUTPUT_WITH_TOOLS);\n        if (nativeStructuredOutputWithTools != null) {\n            builder.nativeStructuredOutputWithTools(nativeStructuredOutputWithTools);\n        }\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n\n    private static String firstNonBlank(String preferred, String fallback) {\n        String normalized = trimToNull(preferred);\n        return normalized != null ? normalized : trimToNull(fallback);\n    }\n\n    private static String trimToNull(String value) {\n        if (value == null) {\n            return null;\n        }\n        String trimmed = value.trim();\n        return trimmed.isEmpty() ? null : trimmed;\n    }\n\n    private static Object findAssignableComponent(\n            ModelCreationContext context, Class<?> componentType) {\n        for (Object value : context.getComponents().values()) {\n            if (componentType.isInstance(value)) {\n                return value;\n            }\n        }\n        return null;\n    }\n\n    private static Integer intOption(ModelCreationContext context, String key) {\n        Object value = context.option(key);\n        if (value == null) {\n            return null;\n        }\n        if (value instanceof Number number) {\n            return number.intValue();\n        }\n        throw new IllegalArgumentException(\n                \"ModelCreationContext option \" + key + \" must be a number\");\n    }\n\n    private static Boolean booleanOption(ModelCreationContext context, String key) {\n        Object value = context.option(key);\n        if (value == null) {\n            return null;\n        }\n        if (value instanceof Boolean bool) {\n            return bool;\n        }\n        throw new IllegalArgumentException(\n                \"ModelCreationContext option \" + key + \" must be a boolean\");\n    }\n}\n"}, "74db7572f20f07f05439a0e1b0d6992f9f7c6a38": {"t": 1785755447.3548613, "n": 7873, "h": "d2160d8f7c5793b7", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    private static final String OPTION_CONTEXT_WINDOW_SIZE = \"contextWindowSize\";\n    private static final String OPTION_NATIVE_STRUCTURED_OUTPUT = \"nativeStructuredOutput\";\n    private static final String OPTION_NATIVE_STRUCTURED_OUTPUT_WITH_TOOLS =\n            \"nativeStructuredOutputWithTools\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n        String modelName = modelId.substring(PREFIX.length());\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder()\n                        .apiKey(apiKey)\n                        .modelName(modelName)\n                        .baseUrl(DEFAULT_BASE_URL)\n                        .formatter(new DeepSeekFormatter())\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(modelName, ModelContextWindows.DEEPSEEK))\n                        .nativeStructuredOutput(false)\n                        .nativeStructuredOutputWithTools(false)\n                        .stream(context.getStream() != null ? context.getStream() : true);\n\n        String baseUrl = trimToNull(context.getBaseUrl());\n        if (baseUrl != null) {\n            builder.baseUrl(baseUrl);\n        }\n        String endpointPath = trimToNull(context.getEndpointPath());\n        if (endpointPath != null) {\n            builder.endpointPath(endpointPath);\n        }\n        applyAdvancedOptions(builder, context);\n        return builder.build();\n    }\n\n    @SuppressWarnings(\"unchecked\")\n    private static void applyAdvancedOptions(\n            OpenAIChatModel.Builder builder, ModelCreationContext context) {\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        GenerateOptions mergedOptions = GenerateOptions.mergeOptions(userOptions, deepSeekDefaults);\n        if (mergedOptions != null) {\n            builder.generateOptions(mergedOptions);\n        }\n\n        HttpTransport httpTransport = context.component(HttpTransport.class);\n        if (httpTransport != null) {\n            builder.httpTransport(httpTransport);\n        }\n        ProxyConfig proxyConfig = context.component(ProxyConfig.class);\n        if (proxyConfig != null) {\n            builder.proxy(proxyConfig);\n        }\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                (Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest>)\n                        findAssignableComponent(context, Formatter.class);\n        if (formatter != null) {\n            builder.formatter(formatter);\n        }\n        Integer contextWindowSize = intOption(context, OPTION_CONTEXT_WINDOW_SIZE);\n        if (contextWindowSize != null) {\n            builder.contextWindowSize(contextWindowSize);\n        }\n        Boolean nativeStructuredOutput = booleanOption(context, OPTION_NATIVE_STRUCTURED_OUTPUT);\n        if (nativeStructuredOutput != null) {\n            builder.nativeStructuredOutput(nativeStructuredOutput);\n        }\n        Boolean nativeStructuredOutputWithTools =\n                booleanOption(context, OPTION_NATIVE_STRUCTURED_OUTPUT_WITH_TOOLS);\n        if (nativeStructuredOutputWithTools != null) {\n            builder.nativeStructuredOutputWithTools(nativeStructuredOutputWithTools);\n        }\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n\n    private static String firstNonBlank(String preferred, String fallback) {\n        String normalized = trimToNull(preferred);\n        return normalized != null ? normalized : trimToNull(fallback);\n    }\n\n    private static String trimToNull(String value) {\n        if (value == null) {\n            return null;\n        }\n        String trimmed = value.trim();\n        return trimmed.isEmpty() ? null : trimmed;\n    }\n\n    private static Object findAssignableComponent(\n            ModelCreationContext context, Class<?> componentType) {\n        for (Object value : context.getComponents().values()) {\n            if (componentType.isInstance(value)) {\n                return value;\n            }\n        }\n        return null;\n    }\n\n    private static Integer intOption(ModelCreationContext context, String key) {\n        Object value = context.option(key);\n        if (value == null) {\n            return null;\n        }\n        if (value instanceof Number number) {\n            return number.intValue();\n        }\n        throw new IllegalArgumentException(\n                \"ModelCreationContext option \" + key + \" must be a number\");\n    }\n\n    private static Boolean booleanOption(ModelCreationContext context, String key) {\n        Object value = context.option(key);\n        if (value == null) {\n            return null;\n        }\n        if (value instanceof Boolean bool) {\n            return bool;\n        }\n        throw new IllegalArgumentException(\n                \"ModelCreationContext option \" + key + \" must be a boolean\");\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067428.7719777, "n": 4131, "h": "dd1d60ccab400576", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static io.agentscope.core.model.ModelProviderSupport.firstNonBlank;\nimport static io.agentscope.core.model.ModelProviderSupport.trimToNull;\nimport static io.agentscope.extensions.model.openai.OpenAIModelProviderSupport.applyAdvancedOptions;\n\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String baseUrl = firstNonBlank(context.getBaseUrl(), DEFAULT_BASE_URL);\n        String endpointPath = trimToNull(context.getEndpointPath());\n        boolean stream = context.getStream() != null ? context.getStream() : true;\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder().apiKey(apiKey).modelName(modelName).stream(stream)\n                        .baseUrl(baseUrl)\n                        .endpointPath(endpointPath)\n                        .formatter(new DeepSeekFormatter())\n                        .nativeStructuredOutput(false)\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(\n                                        modelName, ModelContextWindows.DEEPSEEK));\n\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        applyAdvancedOptions(\n                builder, context, GenerateOptions.mergeOptions(userOptions, deepSeekDefaults));\n        return builder.build();\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068300.3379424, "n": 4131, "h": "dd1d60ccab400576", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static io.agentscope.core.model.ModelProviderSupport.firstNonBlank;\nimport static io.agentscope.core.model.ModelProviderSupport.trimToNull;\nimport static io.agentscope.extensions.model.openai.OpenAIModelProviderSupport.applyAdvancedOptions;\n\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelContextWindows;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.spi.ModelProvider;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport java.util.Map;\nimport java.util.regex.Pattern;\n\n/** DeepSeek provider registered through {@link java.util.ServiceLoader}. */\npublic final class DeepSeekModelProvider implements ModelProvider {\n\n    private static final String PREFIX = \"deepseek:\";\n    private static final Pattern MODEL_ID = Pattern.compile(\"deepseek:.+\");\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    @Override\n    public String providerId() {\n        return \"deepseek\";\n    }\n\n    @Override\n    public boolean supports(String modelId) {\n        return modelId != null && MODEL_ID.matcher(modelId).matches();\n    }\n\n    @Override\n    public Model create(String modelId) {\n        return create(modelId, ModelCreationContext.empty());\n    }\n\n    @Override\n    public Model create(String modelId, ModelCreationContext context) {\n        if (!supports(modelId)) {\n            throw new IllegalArgumentException(\"Unsupported DeepSeek model id: \" + modelId);\n        }\n\n        String apiKey = firstNonBlank(context.getApiKey(), System.getenv(\"DEEPSEEK_API_KEY\"));\n        if (apiKey == null) {\n            throw new IllegalStateException(\n                    \"Environment variable DEEPSEEK_API_KEY is required to auto-create model: \"\n                            + modelId);\n        }\n        String modelName = trimToNull(modelId.substring(PREFIX.length()));\n        String baseUrl = firstNonBlank(context.getBaseUrl(), DEFAULT_BASE_URL);\n        String endpointPath = trimToNull(context.getEndpointPath());\n        boolean stream = context.getStream() != null ? context.getStream() : true;\n\n        OpenAIChatModel.Builder builder =\n                OpenAIChatModel.builder().apiKey(apiKey).modelName(modelName).stream(stream)\n                        .baseUrl(baseUrl)\n                        .endpointPath(endpointPath)\n                        .formatter(new DeepSeekFormatter())\n                        .nativeStructuredOutput(false)\n                        .contextWindowSize(\n                                ModelContextWindows.lookup(\n                                        modelName, ModelContextWindows.DEEPSEEK));\n\n        GenerateOptions userOptions = context.component(GenerateOptions.class);\n        GenerateOptions deepSeekDefaults = deepSeekDefaultOptions(context);\n        applyAdvancedOptions(\n                builder, context, GenerateOptions.mergeOptions(userOptions, deepSeekDefaults));\n        return builder.build();\n    }\n\n    private static GenerateOptions deepSeekDefaultOptions(ModelCreationContext context) {\n        Boolean thinkingEnabled = context.getEnableThinking();\n        if (thinkingEnabled == null) {\n            return null;\n        }\n\n        return GenerateOptions.builder()\n                .additionalBodyParam(\n                        \"thinking\", Map.of(\"type\", thinkingEnabled ? \"enabled\" : \"disabled\"))\n                .build();\n    }\n}\n"}}, "agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-e2e-tests/src/test/java/io/agentscope/core/e2e/ProviderFactory.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785745668.2121294, "n": 14512, "h": "c8ab4d4827716b69", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e;\n\nimport io.agentscope.core.e2e.providers.AnthropicProvider;\nimport io.agentscope.core.e2e.providers.DashScopeCompatibleProvider;\nimport io.agentscope.core.e2e.providers.DashScopeProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekReasonerProvider;\nimport io.agentscope.core.e2e.providers.GLMProvider;\nimport io.agentscope.core.e2e.providers.GeminiProvider;\nimport io.agentscope.core.e2e.providers.ModelCapability;\nimport io.agentscope.core.e2e.providers.ModelProvider;\nimport io.agentscope.core.e2e.providers.OpenRouterProvider;\nimport java.util.ArrayList;\nimport java.util.List;\nimport java.util.Set;\nimport java.util.stream.Collectors;\nimport java.util.stream.Stream;\n\n/**\n * Factory for creating ModelProvider instances based on available API keys.\n *\n * <p>Dynamically provides enabled providers based on environment variables:\n *\n * <ul>\n *   <li>OPENAI_API_KEY: Enables OpenAI Native providers\n *   <li>DASHSCOPE_API_KEY: Enables DashScope Native, DashScope Compatible, and Bailian providers\n *   <li>DEEPSEEK_API_KEY: Enables DeepSeek Native providers\n *   <li>GLM_API_KEY: Enables GLM (Zhipu AI) Native providers\n *   <li>GOOGLE_API_KEY: Enables Google Gemini Native providers\n *   <li>ANTHROPIC_API_KEY: Enables Anthropic Claude Native providers\n *   <li>OPENROUTER_API_KEY: Enables OpenRouter providers (access to various models)\n * </ul>\n *\n * <p>Usage:\n *\n * <pre>{@code\n * // Get all basic providers\n * Stream<ModelProvider> basics = ProviderFactory.getBasicProviders();\n *\n * // Get providers with specific capabilities\n * Stream<ModelProvider> imageProviders = ProviderFactory.getProviders(\n *     ModelCapability.BASIC, ModelCapability.IMAGE);\n *\n * // Check provider status\n * String status = ProviderFactory.getApiKeyStatus();\n * }</pre>\n */\npublic class ProviderFactory {\n\n    private static final String OPENAI_API_KEY = \"OPENAI_API_KEY\";\n    private static final String DASHSCOPE_API_KEY = \"DASHSCOPE_API_KEY\";\n    private static final String DEEPSEEK_API_KEY = \"DEEPSEEK_API_KEY\";\n    private static final String GLM_API_KEY = \"GLM_API_KEY\";\n    private static final String GOOGLE_API_KEY = \"GOOGLE_API_KEY\";\n    private static final String ANTHROPIC_API_KEY = \"ANTHROPIC_API_KEY\";\n    private static final String OPENROUTER_API_KEY = \"OPENROUTER_API_KEY\";\n\n    private static final List<String> ALL_KEYS =\n            List.of(\n                    OPENAI_API_KEY,\n                    DASHSCOPE_API_KEY,\n                    DEEPSEEK_API_KEY,\n                    GLM_API_KEY,\n                    GOOGLE_API_KEY,\n                    ANTHROPIC_API_KEY,\n                    OPENROUTER_API_KEY);\n\n    /**\n     * Gets all registered providers (including disabled ones).\n     *\n     * @return List of all provider instances\n     */\n    private static List<ModelProvider> getAllProviders() {\n        List<ModelProvider> providers = new ArrayList<>();\n\n        // DashScope Compatible providers\n        providers.add(new DashScopeCompatibleProvider.QwenPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.QwenPlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusMultiAgentOpenAI());\n\n        // DashScope Compatible providers (Qwen3.5)\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bMultiAgentOpenAI());\n\n        // DashScope Native providers\n        providers.add(new DashScopeProvider.QwenPlusDashScope());\n        providers.add(new DashScopeProvider.QwenPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bMultiAgentDashScope());\n\n        // Gemini providers\n        providers.add(new GeminiProvider.Gemini25FlashGemini());\n        providers.add(new GeminiProvider.Gemini25FlashMultiAgentGemini());\n\n        // Anthropic providers\n        providers.add(new AnthropicProvider.ClaudeHaiku45Anthropic());\n        providers.add(new AnthropicProvider.ClaudeHaiku45MultiAgentAnthropic());\n\n        // DeepSeek providers\n        providers.add(new DeepSeekProvider.DeepSeekChat());\n        providers.add(new DeepSeekProvider.DeepSeekChatMultiAgent());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1MultiAgent());\n\n        // GLM providers\n        providers.add(new GLMProvider.GLM46());\n        providers.add(new GLMProvider.GLM46MultiAgent());\n        providers.add(new GLMProvider.GLM46VPlus());\n        providers.add(new GLMProvider.GLM46VMultiAgent());\n        providers.add(new GLMProvider.GLM45());\n        providers.add(new GLMProvider.GLM47());\n\n        // OpenRouter providers\n        providers.add(new OpenRouterProvider.GPT52());\n        providers.add(new OpenRouterProvider.GPT52MultiAgent());\n        providers.add(new OpenRouterProvider.Claude45Haiku());\n        providers.add(new OpenRouterProvider.Claude45HaikuMultiAgent());\n        providers.add(new OpenRouterProvider.Qwen3VL());\n        providers.add(new OpenRouterProvider.Qwen3VLMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreview());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3ProPreview());\n        providers.add(new OpenRouterProvider.Gemini3ProPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekV32());\n        providers.add(new OpenRouterProvider.DeepSeekV32MultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekR1());\n        providers.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n        providers.add(new OpenRouterProvider.GLM46());\n        providers.add(new OpenRouterProvider.GLM46MultiAgent());\n\n        return providers;\n    }\n\n    // ==========================================================================\n    // API Key Helpers\n    // ==========================================================================\n\n    protected static boolean hasApiKey(String keyName) {\n        String key = System.getenv(keyName);\n        if (key == null || key.isEmpty()) {\n            key = System.getProperty(keyName);\n        }\n        return key != null && !key.isEmpty();\n    }\n\n    protected static boolean hasOpenAIKey() {\n        return hasApiKey(OPENAI_API_KEY);\n    }\n\n    protected static boolean hasDeepSeekKey() {\n        return hasApiKey(DEEPSEEK_API_KEY);\n    }\n\n    protected static boolean hasGLMKey() {\n        return hasApiKey(GLM_API_KEY);\n    }\n\n    protected static boolean hasDashScopeKey() {\n        return hasApiKey(DASHSCOPE_API_KEY);\n    }\n\n    protected static boolean hasGoogleKey() {\n        return hasApiKey(GOOGLE_API_KEY);\n    }\n\n    protected static boolean hasAnthropicKey() {\n        return hasApiKey(ANTHROPIC_API_KEY);\n    }\n\n    protected static boolean hasOpenRouterKey() {\n        return hasApiKey(OPENROUTER_API_KEY);\n    }\n\n    // ==========================================================================\n    // Capability-based Provider Selection\n    // ==========================================================================\n\n    /**\n     * Gets providers with all specified capabilities.\n     *\n     * @param required The required capabilities\n     * @return Stream of enabled providers with all required capabilities\n     */\n    public static Stream<ModelProvider> getProviders(ModelCapability... required) {\n        Set<ModelCapability> requiredSet = Set.of(required);\n        return getAllProviders().stream()\n                .filter(ModelProvider::isEnabled)\n                .filter(p -> p.getCapabilities().containsAll(requiredSet));\n    }\n\n    // ==========================================================================\n    // Convenience Methods (renamed from getEnabledXxxProviders to getXxxProviders)\n    // ==========================================================================\n\n    /**\n     * Gets all enabled basic providers for core functionality testing.\n     *\n     * @return Stream of enabled providers with basic capability\n     */\n    public static Stream<ModelProvider> getBasicProviders() {\n        return getProviders(ModelCapability.BASIC);\n    }\n\n    /**\n     * Gets all enabled providers for tool functionality testing.\n     *\n     * @return Stream of enabled providers that support tools\n     */\n    public static Stream<ModelProvider> getToolProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers for image functionality testing.\n     *\n     * @return Stream of enabled providers that support images\n     */\n    public static Stream<ModelProvider> getImageProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE);\n    }\n\n    /**\n     * Gets all enabled providers for audio functionality testing.\n     *\n     * @return Stream of enabled providers that support audio\n     */\n    public static Stream<ModelProvider> getAudioProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal functionality testing.\n     *\n     * @return Stream of enabled providers that support multiple modalities\n     */\n    public static Stream<ModelProvider> getMultimodalProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for thinking functionality testing.\n     *\n     * @return Stream of enabled providers that support thinking\n     */\n    public static Stream<ModelProvider> getThinkingProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.THINKING);\n    }\n\n    /**\n     * Gets all enabled providers for thinking with budget control.\n     *\n     * @return Stream of enabled providers that support thinking budget\n     */\n    public static Stream<ModelProvider> getThinkingBudgetProviders() {\n        Stream.Builder<ModelProvider> builders = Stream.builder();\n\n        if (hasDashScopeKey()) {\n            builders.add(new DashScopeProvider.QwenPlusThinkingDashScope(1000));\n            builders.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope(1000));\n        }\n\n        if (hasGLMKey()) {\n            builders.add(new GLMProvider.GLM45());\n            builders.add(new GLMProvider.GLM47());\n        }\n\n        if (hasOpenRouterKey()) {\n            builders.add(new OpenRouterProvider.DeepSeekR1());\n            builders.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n            builders.add(new OpenRouterProvider.Claude45HaikuThinking(1024));\n        }\n\n        return builders.build();\n    }\n\n    /**\n     * Gets all enabled providers for video functionality testing.\n     *\n     * @return Stream of enabled providers that support video\n     */\n    public static Stream<ModelProvider> getVideoProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.VIDEO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal tool functionality testing.\n     *\n     * @return Stream of enabled providers that support multimodal tools\n     */\n    public static Stream<ModelProvider> getMultimodalToolProviders() {\n        return getProviders(\n                ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers that support multi-agent formatter for MsgHub testing.\n     *\n     * @return Stream of enabled providers with multi-agent formatter capability\n     */\n    public static Stream<ModelProvider> getMultiAgentProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.MULTI_AGENT_FORMATTER);\n    }\n\n    // ==========================================================================\n    // Utility Methods\n    // ==========================================================================\n\n    /**\n     * Checks if any E2E tests can be run (has at least one API key).\n     *\n     * @return true if at least one API key is available\n     */\n    public static boolean hasAnyApiKey() {\n        return ALL_KEYS.stream().anyMatch(ProviderFactory::hasApiKey);\n    }\n\n    /**\n     * Gets a comma-separated list of available API keys for debugging.\n     *\n     * @return String describing available API keys\n     */\n    public static String getApiKeyStatus() {\n        String status =\n                ALL_KEYS.stream()\n                        .filter(ProviderFactory::hasApiKey)\n                        .collect(Collectors.joining(\", \"));\n        return status.isEmpty() ? \"None\" : status;\n    }\n}\n"}, "235ffb82406b4790a7a98624c2724741a48fd584": {"t": 1785755441.5648801, "n": 14512, "h": "c8ab4d4827716b69", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e;\n\nimport io.agentscope.core.e2e.providers.AnthropicProvider;\nimport io.agentscope.core.e2e.providers.DashScopeCompatibleProvider;\nimport io.agentscope.core.e2e.providers.DashScopeProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekReasonerProvider;\nimport io.agentscope.core.e2e.providers.GLMProvider;\nimport io.agentscope.core.e2e.providers.GeminiProvider;\nimport io.agentscope.core.e2e.providers.ModelCapability;\nimport io.agentscope.core.e2e.providers.ModelProvider;\nimport io.agentscope.core.e2e.providers.OpenRouterProvider;\nimport java.util.ArrayList;\nimport java.util.List;\nimport java.util.Set;\nimport java.util.stream.Collectors;\nimport java.util.stream.Stream;\n\n/**\n * Factory for creating ModelProvider instances based on available API keys.\n *\n * <p>Dynamically provides enabled providers based on environment variables:\n *\n * <ul>\n *   <li>OPENAI_API_KEY: Enables OpenAI Native providers\n *   <li>DASHSCOPE_API_KEY: Enables DashScope Native, DashScope Compatible, and Bailian providers\n *   <li>DEEPSEEK_API_KEY: Enables DeepSeek Native providers\n *   <li>GLM_API_KEY: Enables GLM (Zhipu AI) Native providers\n *   <li>GOOGLE_API_KEY: Enables Google Gemini Native providers\n *   <li>ANTHROPIC_API_KEY: Enables Anthropic Claude Native providers\n *   <li>OPENROUTER_API_KEY: Enables OpenRouter providers (access to various models)\n * </ul>\n *\n * <p>Usage:\n *\n * <pre>{@code\n * // Get all basic providers\n * Stream<ModelProvider> basics = ProviderFactory.getBasicProviders();\n *\n * // Get providers with specific capabilities\n * Stream<ModelProvider> imageProviders = ProviderFactory.getProviders(\n *     ModelCapability.BASIC, ModelCapability.IMAGE);\n *\n * // Check provider status\n * String status = ProviderFactory.getApiKeyStatus();\n * }</pre>\n */\npublic class ProviderFactory {\n\n    private static final String OPENAI_API_KEY = \"OPENAI_API_KEY\";\n    private static final String DASHSCOPE_API_KEY = \"DASHSCOPE_API_KEY\";\n    private static final String DEEPSEEK_API_KEY = \"DEEPSEEK_API_KEY\";\n    private static final String GLM_API_KEY = \"GLM_API_KEY\";\n    private static final String GOOGLE_API_KEY = \"GOOGLE_API_KEY\";\n    private static final String ANTHROPIC_API_KEY = \"ANTHROPIC_API_KEY\";\n    private static final String OPENROUTER_API_KEY = \"OPENROUTER_API_KEY\";\n\n    private static final List<String> ALL_KEYS =\n            List.of(\n                    OPENAI_API_KEY,\n                    DASHSCOPE_API_KEY,\n                    DEEPSEEK_API_KEY,\n                    GLM_API_KEY,\n                    GOOGLE_API_KEY,\n                    ANTHROPIC_API_KEY,\n                    OPENROUTER_API_KEY);\n\n    /**\n     * Gets all registered providers (including disabled ones).\n     *\n     * @return List of all provider instances\n     */\n    private static List<ModelProvider> getAllProviders() {\n        List<ModelProvider> providers = new ArrayList<>();\n\n        // DashScope Compatible providers\n        providers.add(new DashScopeCompatibleProvider.QwenPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.QwenPlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusMultiAgentOpenAI());\n\n        // DashScope Compatible providers (Qwen3.5)\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bMultiAgentOpenAI());\n\n        // DashScope Native providers\n        providers.add(new DashScopeProvider.QwenPlusDashScope());\n        providers.add(new DashScopeProvider.QwenPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bMultiAgentDashScope());\n\n        // Gemini providers\n        providers.add(new GeminiProvider.Gemini25FlashGemini());\n        providers.add(new GeminiProvider.Gemini25FlashMultiAgentGemini());\n\n        // Anthropic providers\n        providers.add(new AnthropicProvider.ClaudeHaiku45Anthropic());\n        providers.add(new AnthropicProvider.ClaudeHaiku45MultiAgentAnthropic());\n\n        // DeepSeek providers\n        providers.add(new DeepSeekProvider.DeepSeekChat());\n        providers.add(new DeepSeekProvider.DeepSeekChatMultiAgent());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1MultiAgent());\n\n        // GLM providers\n        providers.add(new GLMProvider.GLM46());\n        providers.add(new GLMProvider.GLM46MultiAgent());\n        providers.add(new GLMProvider.GLM46VPlus());\n        providers.add(new GLMProvider.GLM46VMultiAgent());\n        providers.add(new GLMProvider.GLM45());\n        providers.add(new GLMProvider.GLM47());\n\n        // OpenRouter providers\n        providers.add(new OpenRouterProvider.GPT52());\n        providers.add(new OpenRouterProvider.GPT52MultiAgent());\n        providers.add(new OpenRouterProvider.Claude45Haiku());\n        providers.add(new OpenRouterProvider.Claude45HaikuMultiAgent());\n        providers.add(new OpenRouterProvider.Qwen3VL());\n        providers.add(new OpenRouterProvider.Qwen3VLMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreview());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3ProPreview());\n        providers.add(new OpenRouterProvider.Gemini3ProPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekV32());\n        providers.add(new OpenRouterProvider.DeepSeekV32MultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekR1());\n        providers.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n        providers.add(new OpenRouterProvider.GLM46());\n        providers.add(new OpenRouterProvider.GLM46MultiAgent());\n\n        return providers;\n    }\n\n    // ==========================================================================\n    // API Key Helpers\n    // ==========================================================================\n\n    protected static boolean hasApiKey(String keyName) {\n        String key = System.getenv(keyName);\n        if (key == null || key.isEmpty()) {\n            key = System.getProperty(keyName);\n        }\n        return key != null && !key.isEmpty();\n    }\n\n    protected static boolean hasOpenAIKey() {\n        return hasApiKey(OPENAI_API_KEY);\n    }\n\n    protected static boolean hasDeepSeekKey() {\n        return hasApiKey(DEEPSEEK_API_KEY);\n    }\n\n    protected static boolean hasGLMKey() {\n        return hasApiKey(GLM_API_KEY);\n    }\n\n    protected static boolean hasDashScopeKey() {\n        return hasApiKey(DASHSCOPE_API_KEY);\n    }\n\n    protected static boolean hasGoogleKey() {\n        return hasApiKey(GOOGLE_API_KEY);\n    }\n\n    protected static boolean hasAnthropicKey() {\n        return hasApiKey(ANTHROPIC_API_KEY);\n    }\n\n    protected static boolean hasOpenRouterKey() {\n        return hasApiKey(OPENROUTER_API_KEY);\n    }\n\n    // ==========================================================================\n    // Capability-based Provider Selection\n    // ==========================================================================\n\n    /**\n     * Gets providers with all specified capabilities.\n     *\n     * @param required The required capabilities\n     * @return Stream of enabled providers with all required capabilities\n     */\n    public static Stream<ModelProvider> getProviders(ModelCapability... required) {\n        Set<ModelCapability> requiredSet = Set.of(required);\n        return getAllProviders().stream()\n                .filter(ModelProvider::isEnabled)\n                .filter(p -> p.getCapabilities().containsAll(requiredSet));\n    }\n\n    // ==========================================================================\n    // Convenience Methods (renamed from getEnabledXxxProviders to getXxxProviders)\n    // ==========================================================================\n\n    /**\n     * Gets all enabled basic providers for core functionality testing.\n     *\n     * @return Stream of enabled providers with basic capability\n     */\n    public static Stream<ModelProvider> getBasicProviders() {\n        return getProviders(ModelCapability.BASIC);\n    }\n\n    /**\n     * Gets all enabled providers for tool functionality testing.\n     *\n     * @return Stream of enabled providers that support tools\n     */\n    public static Stream<ModelProvider> getToolProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers for image functionality testing.\n     *\n     * @return Stream of enabled providers that support images\n     */\n    public static Stream<ModelProvider> getImageProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE);\n    }\n\n    /**\n     * Gets all enabled providers for audio functionality testing.\n     *\n     * @return Stream of enabled providers that support audio\n     */\n    public static Stream<ModelProvider> getAudioProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal functionality testing.\n     *\n     * @return Stream of enabled providers that support multiple modalities\n     */\n    public static Stream<ModelProvider> getMultimodalProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for thinking functionality testing.\n     *\n     * @return Stream of enabled providers that support thinking\n     */\n    public static Stream<ModelProvider> getThinkingProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.THINKING);\n    }\n\n    /**\n     * Gets all enabled providers for thinking with budget control.\n     *\n     * @return Stream of enabled providers that support thinking budget\n     */\n    public static Stream<ModelProvider> getThinkingBudgetProviders() {\n        Stream.Builder<ModelProvider> builders = Stream.builder();\n\n        if (hasDashScopeKey()) {\n            builders.add(new DashScopeProvider.QwenPlusThinkingDashScope(1000));\n            builders.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope(1000));\n        }\n\n        if (hasGLMKey()) {\n            builders.add(new GLMProvider.GLM45());\n            builders.add(new GLMProvider.GLM47());\n        }\n\n        if (hasOpenRouterKey()) {\n            builders.add(new OpenRouterProvider.DeepSeekR1());\n            builders.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n            builders.add(new OpenRouterProvider.Claude45HaikuThinking(1024));\n        }\n\n        return builders.build();\n    }\n\n    /**\n     * Gets all enabled providers for video functionality testing.\n     *\n     * @return Stream of enabled providers that support video\n     */\n    public static Stream<ModelProvider> getVideoProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.VIDEO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal tool functionality testing.\n     *\n     * @return Stream of enabled providers that support multimodal tools\n     */\n    public static Stream<ModelProvider> getMultimodalToolProviders() {\n        return getProviders(\n                ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers that support multi-agent formatter for MsgHub testing.\n     *\n     * @return Stream of enabled providers with multi-agent formatter capability\n     */\n    public static Stream<ModelProvider> getMultiAgentProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.MULTI_AGENT_FORMATTER);\n    }\n\n    // ==========================================================================\n    // Utility Methods\n    // ==========================================================================\n\n    /**\n     * Checks if any E2E tests can be run (has at least one API key).\n     *\n     * @return true if at least one API key is available\n     */\n    public static boolean hasAnyApiKey() {\n        return ALL_KEYS.stream().anyMatch(ProviderFactory::hasApiKey);\n    }\n\n    /**\n     * Gets a comma-separated list of available API keys for debugging.\n     *\n     * @return String describing available API keys\n     */\n    public static String getApiKeyStatus() {\n        String status =\n                ALL_KEYS.stream()\n                        .filter(ProviderFactory::hasApiKey)\n                        .collect(Collectors.joining(\", \"));\n        return status.isEmpty() ? \"None\" : status;\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067431.9650576, "n": 14512, "h": "c8ab4d4827716b69", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e;\n\nimport io.agentscope.core.e2e.providers.AnthropicProvider;\nimport io.agentscope.core.e2e.providers.DashScopeCompatibleProvider;\nimport io.agentscope.core.e2e.providers.DashScopeProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekReasonerProvider;\nimport io.agentscope.core.e2e.providers.GLMProvider;\nimport io.agentscope.core.e2e.providers.GeminiProvider;\nimport io.agentscope.core.e2e.providers.ModelCapability;\nimport io.agentscope.core.e2e.providers.ModelProvider;\nimport io.agentscope.core.e2e.providers.OpenRouterProvider;\nimport java.util.ArrayList;\nimport java.util.List;\nimport java.util.Set;\nimport java.util.stream.Collectors;\nimport java.util.stream.Stream;\n\n/**\n * Factory for creating ModelProvider instances based on available API keys.\n *\n * <p>Dynamically provides enabled providers based on environment variables:\n *\n * <ul>\n *   <li>OPENAI_API_KEY: Enables OpenAI Native providers\n *   <li>DASHSCOPE_API_KEY: Enables DashScope Native, DashScope Compatible, and Bailian providers\n *   <li>DEEPSEEK_API_KEY: Enables DeepSeek Native providers\n *   <li>GLM_API_KEY: Enables GLM (Zhipu AI) Native providers\n *   <li>GOOGLE_API_KEY: Enables Google Gemini Native providers\n *   <li>ANTHROPIC_API_KEY: Enables Anthropic Claude Native providers\n *   <li>OPENROUTER_API_KEY: Enables OpenRouter providers (access to various models)\n * </ul>\n *\n * <p>Usage:\n *\n * <pre>{@code\n * // Get all basic providers\n * Stream<ModelProvider> basics = ProviderFactory.getBasicProviders();\n *\n * // Get providers with specific capabilities\n * Stream<ModelProvider> imageProviders = ProviderFactory.getProviders(\n *     ModelCapability.BASIC, ModelCapability.IMAGE);\n *\n * // Check provider status\n * String status = ProviderFactory.getApiKeyStatus();\n * }</pre>\n */\npublic class ProviderFactory {\n\n    private static final String OPENAI_API_KEY = \"OPENAI_API_KEY\";\n    private static final String DASHSCOPE_API_KEY = \"DASHSCOPE_API_KEY\";\n    private static final String DEEPSEEK_API_KEY = \"DEEPSEEK_API_KEY\";\n    private static final String GLM_API_KEY = \"GLM_API_KEY\";\n    private static final String GOOGLE_API_KEY = \"GOOGLE_API_KEY\";\n    private static final String ANTHROPIC_API_KEY = \"ANTHROPIC_API_KEY\";\n    private static final String OPENROUTER_API_KEY = \"OPENROUTER_API_KEY\";\n\n    private static final List<String> ALL_KEYS =\n            List.of(\n                    OPENAI_API_KEY,\n                    DASHSCOPE_API_KEY,\n                    DEEPSEEK_API_KEY,\n                    GLM_API_KEY,\n                    GOOGLE_API_KEY,\n                    ANTHROPIC_API_KEY,\n                    OPENROUTER_API_KEY);\n\n    /**\n     * Gets all registered providers (including disabled ones).\n     *\n     * @return List of all provider instances\n     */\n    private static List<ModelProvider> getAllProviders() {\n        List<ModelProvider> providers = new ArrayList<>();\n\n        // DashScope Compatible providers\n        providers.add(new DashScopeCompatibleProvider.QwenPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.QwenPlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusMultiAgentOpenAI());\n\n        // DashScope Compatible providers (Qwen3.5)\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bMultiAgentOpenAI());\n\n        // DashScope Native providers\n        providers.add(new DashScopeProvider.QwenPlusDashScope());\n        providers.add(new DashScopeProvider.QwenPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bMultiAgentDashScope());\n\n        // Gemini providers\n        providers.add(new GeminiProvider.Gemini25FlashGemini());\n        providers.add(new GeminiProvider.Gemini25FlashMultiAgentGemini());\n\n        // Anthropic providers\n        providers.add(new AnthropicProvider.ClaudeHaiku45Anthropic());\n        providers.add(new AnthropicProvider.ClaudeHaiku45MultiAgentAnthropic());\n\n        // DeepSeek providers\n        providers.add(new DeepSeekProvider.DeepSeekChat());\n        providers.add(new DeepSeekProvider.DeepSeekChatMultiAgent());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1MultiAgent());\n\n        // GLM providers\n        providers.add(new GLMProvider.GLM46());\n        providers.add(new GLMProvider.GLM46MultiAgent());\n        providers.add(new GLMProvider.GLM46VPlus());\n        providers.add(new GLMProvider.GLM46VMultiAgent());\n        providers.add(new GLMProvider.GLM45());\n        providers.add(new GLMProvider.GLM47());\n\n        // OpenRouter providers\n        providers.add(new OpenRouterProvider.GPT52());\n        providers.add(new OpenRouterProvider.GPT52MultiAgent());\n        providers.add(new OpenRouterProvider.Claude45Haiku());\n        providers.add(new OpenRouterProvider.Claude45HaikuMultiAgent());\n        providers.add(new OpenRouterProvider.Qwen3VL());\n        providers.add(new OpenRouterProvider.Qwen3VLMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreview());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3ProPreview());\n        providers.add(new OpenRouterProvider.Gemini3ProPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekV32());\n        providers.add(new OpenRouterProvider.DeepSeekV32MultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekR1());\n        providers.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n        providers.add(new OpenRouterProvider.GLM46());\n        providers.add(new OpenRouterProvider.GLM46MultiAgent());\n\n        return providers;\n    }\n\n    // ==========================================================================\n    // API Key Helpers\n    // ==========================================================================\n\n    protected static boolean hasApiKey(String keyName) {\n        String key = System.getenv(keyName);\n        if (key == null || key.isEmpty()) {\n            key = System.getProperty(keyName);\n        }\n        return key != null && !key.isEmpty();\n    }\n\n    protected static boolean hasOpenAIKey() {\n        return hasApiKey(OPENAI_API_KEY);\n    }\n\n    protected static boolean hasDeepSeekKey() {\n        return hasApiKey(DEEPSEEK_API_KEY);\n    }\n\n    protected static boolean hasGLMKey() {\n        return hasApiKey(GLM_API_KEY);\n    }\n\n    protected static boolean hasDashScopeKey() {\n        return hasApiKey(DASHSCOPE_API_KEY);\n    }\n\n    protected static boolean hasGoogleKey() {\n        return hasApiKey(GOOGLE_API_KEY);\n    }\n\n    protected static boolean hasAnthropicKey() {\n        return hasApiKey(ANTHROPIC_API_KEY);\n    }\n\n    protected static boolean hasOpenRouterKey() {\n        return hasApiKey(OPENROUTER_API_KEY);\n    }\n\n    // ==========================================================================\n    // Capability-based Provider Selection\n    // ==========================================================================\n\n    /**\n     * Gets providers with all specified capabilities.\n     *\n     * @param required The required capabilities\n     * @return Stream of enabled providers with all required capabilities\n     */\n    public static Stream<ModelProvider> getProviders(ModelCapability... required) {\n        Set<ModelCapability> requiredSet = Set.of(required);\n        return getAllProviders().stream()\n                .filter(ModelProvider::isEnabled)\n                .filter(p -> p.getCapabilities().containsAll(requiredSet));\n    }\n\n    // ==========================================================================\n    // Convenience Methods (renamed from getEnabledXxxProviders to getXxxProviders)\n    // ==========================================================================\n\n    /**\n     * Gets all enabled basic providers for core functionality testing.\n     *\n     * @return Stream of enabled providers with basic capability\n     */\n    public static Stream<ModelProvider> getBasicProviders() {\n        return getProviders(ModelCapability.BASIC);\n    }\n\n    /**\n     * Gets all enabled providers for tool functionality testing.\n     *\n     * @return Stream of enabled providers that support tools\n     */\n    public static Stream<ModelProvider> getToolProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers for image functionality testing.\n     *\n     * @return Stream of enabled providers that support images\n     */\n    public static Stream<ModelProvider> getImageProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE);\n    }\n\n    /**\n     * Gets all enabled providers for audio functionality testing.\n     *\n     * @return Stream of enabled providers that support audio\n     */\n    public static Stream<ModelProvider> getAudioProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal functionality testing.\n     *\n     * @return Stream of enabled providers that support multiple modalities\n     */\n    public static Stream<ModelProvider> getMultimodalProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for thinking functionality testing.\n     *\n     * @return Stream of enabled providers that support thinking\n     */\n    public static Stream<ModelProvider> getThinkingProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.THINKING);\n    }\n\n    /**\n     * Gets all enabled providers for thinking with budget control.\n     *\n     * @return Stream of enabled providers that support thinking budget\n     */\n    public static Stream<ModelProvider> getThinkingBudgetProviders() {\n        Stream.Builder<ModelProvider> builders = Stream.builder();\n\n        if (hasDashScopeKey()) {\n            builders.add(new DashScopeProvider.QwenPlusThinkingDashScope(1000));\n            builders.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope(1000));\n        }\n\n        if (hasGLMKey()) {\n            builders.add(new GLMProvider.GLM45());\n            builders.add(new GLMProvider.GLM47());\n        }\n\n        if (hasOpenRouterKey()) {\n            builders.add(new OpenRouterProvider.DeepSeekR1());\n            builders.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n            builders.add(new OpenRouterProvider.Claude45HaikuThinking(1024));\n        }\n\n        return builders.build();\n    }\n\n    /**\n     * Gets all enabled providers for video functionality testing.\n     *\n     * @return Stream of enabled providers that support video\n     */\n    public static Stream<ModelProvider> getVideoProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.VIDEO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal tool functionality testing.\n     *\n     * @return Stream of enabled providers that support multimodal tools\n     */\n    public static Stream<ModelProvider> getMultimodalToolProviders() {\n        return getProviders(\n                ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers that support multi-agent formatter for MsgHub testing.\n     *\n     * @return Stream of enabled providers with multi-agent formatter capability\n     */\n    public static Stream<ModelProvider> getMultiAgentProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.MULTI_AGENT_FORMATTER);\n    }\n\n    // ==========================================================================\n    // Utility Methods\n    // ==========================================================================\n\n    /**\n     * Checks if any E2E tests can be run (has at least one API key).\n     *\n     * @return true if at least one API key is available\n     */\n    public static boolean hasAnyApiKey() {\n        return ALL_KEYS.stream().anyMatch(ProviderFactory::hasApiKey);\n    }\n\n    /**\n     * Gets a comma-separated list of available API keys for debugging.\n     *\n     * @return String describing available API keys\n     */\n    public static String getApiKeyStatus() {\n        String status =\n                ALL_KEYS.stream()\n                        .filter(ProviderFactory::hasApiKey)\n                        .collect(Collectors.joining(\", \"));\n        return status.isEmpty() ? \"None\" : status;\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068300.8015862, "n": 14512, "h": "c8ab4d4827716b69", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e;\n\nimport io.agentscope.core.e2e.providers.AnthropicProvider;\nimport io.agentscope.core.e2e.providers.DashScopeCompatibleProvider;\nimport io.agentscope.core.e2e.providers.DashScopeProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekProvider;\nimport io.agentscope.core.e2e.providers.DeepSeekReasonerProvider;\nimport io.agentscope.core.e2e.providers.GLMProvider;\nimport io.agentscope.core.e2e.providers.GeminiProvider;\nimport io.agentscope.core.e2e.providers.ModelCapability;\nimport io.agentscope.core.e2e.providers.ModelProvider;\nimport io.agentscope.core.e2e.providers.OpenRouterProvider;\nimport java.util.ArrayList;\nimport java.util.List;\nimport java.util.Set;\nimport java.util.stream.Collectors;\nimport java.util.stream.Stream;\n\n/**\n * Factory for creating ModelProvider instances based on available API keys.\n *\n * <p>Dynamically provides enabled providers based on environment variables:\n *\n * <ul>\n *   <li>OPENAI_API_KEY: Enables OpenAI Native providers\n *   <li>DASHSCOPE_API_KEY: Enables DashScope Native, DashScope Compatible, and Bailian providers\n *   <li>DEEPSEEK_API_KEY: Enables DeepSeek Native providers\n *   <li>GLM_API_KEY: Enables GLM (Zhipu AI) Native providers\n *   <li>GOOGLE_API_KEY: Enables Google Gemini Native providers\n *   <li>ANTHROPIC_API_KEY: Enables Anthropic Claude Native providers\n *   <li>OPENROUTER_API_KEY: Enables OpenRouter providers (access to various models)\n * </ul>\n *\n * <p>Usage:\n *\n * <pre>{@code\n * // Get all basic providers\n * Stream<ModelProvider> basics = ProviderFactory.getBasicProviders();\n *\n * // Get providers with specific capabilities\n * Stream<ModelProvider> imageProviders = ProviderFactory.getProviders(\n *     ModelCapability.BASIC, ModelCapability.IMAGE);\n *\n * // Check provider status\n * String status = ProviderFactory.getApiKeyStatus();\n * }</pre>\n */\npublic class ProviderFactory {\n\n    private static final String OPENAI_API_KEY = \"OPENAI_API_KEY\";\n    private static final String DASHSCOPE_API_KEY = \"DASHSCOPE_API_KEY\";\n    private static final String DEEPSEEK_API_KEY = \"DEEPSEEK_API_KEY\";\n    private static final String GLM_API_KEY = \"GLM_API_KEY\";\n    private static final String GOOGLE_API_KEY = \"GOOGLE_API_KEY\";\n    private static final String ANTHROPIC_API_KEY = \"ANTHROPIC_API_KEY\";\n    private static final String OPENROUTER_API_KEY = \"OPENROUTER_API_KEY\";\n\n    private static final List<String> ALL_KEYS =\n            List.of(\n                    OPENAI_API_KEY,\n                    DASHSCOPE_API_KEY,\n                    DEEPSEEK_API_KEY,\n                    GLM_API_KEY,\n                    GOOGLE_API_KEY,\n                    ANTHROPIC_API_KEY,\n                    OPENROUTER_API_KEY);\n\n    /**\n     * Gets all registered providers (including disabled ones).\n     *\n     * @return List of all provider instances\n     */\n    private static List<ModelProvider> getAllProviders() {\n        List<ModelProvider> providers = new ArrayList<>();\n\n        // DashScope Compatible providers\n        providers.add(new DashScopeCompatibleProvider.QwenPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.QwenPlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3OmniFlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen3VlPlusMultiAgentOpenAI());\n\n        // DashScope Compatible providers (Qwen3.5)\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35PlusMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35FlashMultiAgentOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bOpenAI());\n        providers.add(new DashScopeCompatibleProvider.Qwen35_397bA17bMultiAgentOpenAI());\n\n        // DashScope Native providers\n        providers.add(new DashScopeProvider.QwenPlusDashScope());\n        providers.add(new DashScopeProvider.QwenPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingDashScope());\n        providers.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusDashScope());\n        providers.add(new DashScopeProvider.Qwen3VlPlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusDashScope());\n        providers.add(new DashScopeProvider.Qwen35PlusMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashDashScope());\n        providers.add(new DashScopeProvider.Qwen35FlashMultiAgentDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bDashScope());\n        providers.add(new DashScopeProvider.Qwen35_397bA17bMultiAgentDashScope());\n\n        // Gemini providers\n        providers.add(new GeminiProvider.Gemini25FlashGemini());\n        providers.add(new GeminiProvider.Gemini25FlashMultiAgentGemini());\n\n        // Anthropic providers\n        providers.add(new AnthropicProvider.ClaudeHaiku45Anthropic());\n        providers.add(new AnthropicProvider.ClaudeHaiku45MultiAgentAnthropic());\n\n        // DeepSeek providers\n        providers.add(new DeepSeekProvider.DeepSeekChat());\n        providers.add(new DeepSeekProvider.DeepSeekChatMultiAgent());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1());\n        providers.add(new DeepSeekReasonerProvider.DeepSeekR1MultiAgent());\n\n        // GLM providers\n        providers.add(new GLMProvider.GLM46());\n        providers.add(new GLMProvider.GLM46MultiAgent());\n        providers.add(new GLMProvider.GLM46VPlus());\n        providers.add(new GLMProvider.GLM46VMultiAgent());\n        providers.add(new GLMProvider.GLM45());\n        providers.add(new GLMProvider.GLM47());\n\n        // OpenRouter providers\n        providers.add(new OpenRouterProvider.GPT52());\n        providers.add(new OpenRouterProvider.GPT52MultiAgent());\n        providers.add(new OpenRouterProvider.Claude45Haiku());\n        providers.add(new OpenRouterProvider.Claude45HaikuMultiAgent());\n        providers.add(new OpenRouterProvider.Qwen3VL());\n        providers.add(new OpenRouterProvider.Qwen3VLMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreview());\n        providers.add(new OpenRouterProvider.Gemini3FlashPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.Gemini3ProPreview());\n        providers.add(new OpenRouterProvider.Gemini3ProPreviewMultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekV32());\n        providers.add(new OpenRouterProvider.DeepSeekV32MultiAgent());\n        providers.add(new OpenRouterProvider.DeepSeekR1());\n        providers.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n        providers.add(new OpenRouterProvider.GLM46());\n        providers.add(new OpenRouterProvider.GLM46MultiAgent());\n\n        return providers;\n    }\n\n    // ==========================================================================\n    // API Key Helpers\n    // ==========================================================================\n\n    protected static boolean hasApiKey(String keyName) {\n        String key = System.getenv(keyName);\n        if (key == null || key.isEmpty()) {\n            key = System.getProperty(keyName);\n        }\n        return key != null && !key.isEmpty();\n    }\n\n    protected static boolean hasOpenAIKey() {\n        return hasApiKey(OPENAI_API_KEY);\n    }\n\n    protected static boolean hasDeepSeekKey() {\n        return hasApiKey(DEEPSEEK_API_KEY);\n    }\n\n    protected static boolean hasGLMKey() {\n        return hasApiKey(GLM_API_KEY);\n    }\n\n    protected static boolean hasDashScopeKey() {\n        return hasApiKey(DASHSCOPE_API_KEY);\n    }\n\n    protected static boolean hasGoogleKey() {\n        return hasApiKey(GOOGLE_API_KEY);\n    }\n\n    protected static boolean hasAnthropicKey() {\n        return hasApiKey(ANTHROPIC_API_KEY);\n    }\n\n    protected static boolean hasOpenRouterKey() {\n        return hasApiKey(OPENROUTER_API_KEY);\n    }\n\n    // ==========================================================================\n    // Capability-based Provider Selection\n    // ==========================================================================\n\n    /**\n     * Gets providers with all specified capabilities.\n     *\n     * @param required The required capabilities\n     * @return Stream of enabled providers with all required capabilities\n     */\n    public static Stream<ModelProvider> getProviders(ModelCapability... required) {\n        Set<ModelCapability> requiredSet = Set.of(required);\n        return getAllProviders().stream()\n                .filter(ModelProvider::isEnabled)\n                .filter(p -> p.getCapabilities().containsAll(requiredSet));\n    }\n\n    // ==========================================================================\n    // Convenience Methods (renamed from getEnabledXxxProviders to getXxxProviders)\n    // ==========================================================================\n\n    /**\n     * Gets all enabled basic providers for core functionality testing.\n     *\n     * @return Stream of enabled providers with basic capability\n     */\n    public static Stream<ModelProvider> getBasicProviders() {\n        return getProviders(ModelCapability.BASIC);\n    }\n\n    /**\n     * Gets all enabled providers for tool functionality testing.\n     *\n     * @return Stream of enabled providers that support tools\n     */\n    public static Stream<ModelProvider> getToolProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers for image functionality testing.\n     *\n     * @return Stream of enabled providers that support images\n     */\n    public static Stream<ModelProvider> getImageProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE);\n    }\n\n    /**\n     * Gets all enabled providers for audio functionality testing.\n     *\n     * @return Stream of enabled providers that support audio\n     */\n    public static Stream<ModelProvider> getAudioProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal functionality testing.\n     *\n     * @return Stream of enabled providers that support multiple modalities\n     */\n    public static Stream<ModelProvider> getMultimodalProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.AUDIO);\n    }\n\n    /**\n     * Gets all enabled providers for thinking functionality testing.\n     *\n     * @return Stream of enabled providers that support thinking\n     */\n    public static Stream<ModelProvider> getThinkingProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.THINKING);\n    }\n\n    /**\n     * Gets all enabled providers for thinking with budget control.\n     *\n     * @return Stream of enabled providers that support thinking budget\n     */\n    public static Stream<ModelProvider> getThinkingBudgetProviders() {\n        Stream.Builder<ModelProvider> builders = Stream.builder();\n\n        if (hasDashScopeKey()) {\n            builders.add(new DashScopeProvider.QwenPlusThinkingDashScope(1000));\n            builders.add(new DashScopeProvider.QwenPlusThinkingMultiAgentDashScope(1000));\n        }\n\n        if (hasGLMKey()) {\n            builders.add(new GLMProvider.GLM45());\n            builders.add(new GLMProvider.GLM47());\n        }\n\n        if (hasOpenRouterKey()) {\n            builders.add(new OpenRouterProvider.DeepSeekR1());\n            builders.add(new OpenRouterProvider.DeepSeekR1MultiAgent());\n            builders.add(new OpenRouterProvider.Claude45HaikuThinking(1024));\n        }\n\n        return builders.build();\n    }\n\n    /**\n     * Gets all enabled providers for video functionality testing.\n     *\n     * @return Stream of enabled providers that support video\n     */\n    public static Stream<ModelProvider> getVideoProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.VIDEO);\n    }\n\n    /**\n     * Gets all enabled providers for multimodal tool functionality testing.\n     *\n     * @return Stream of enabled providers that support multimodal tools\n     */\n    public static Stream<ModelProvider> getMultimodalToolProviders() {\n        return getProviders(\n                ModelCapability.BASIC, ModelCapability.IMAGE, ModelCapability.TOOL_CALLING);\n    }\n\n    /**\n     * Gets all enabled providers that support multi-agent formatter for MsgHub testing.\n     *\n     * @return Stream of enabled providers with multi-agent formatter capability\n     */\n    public static Stream<ModelProvider> getMultiAgentProviders() {\n        return getProviders(ModelCapability.BASIC, ModelCapability.MULTI_AGENT_FORMATTER);\n    }\n\n    // ==========================================================================\n    // Utility Methods\n    // ==========================================================================\n\n    /**\n     * Checks if any E2E tests can be run (has at least one API key).\n     *\n     * @return true if at least one API key is available\n     */\n    public static boolean hasAnyApiKey() {\n        return ALL_KEYS.stream().anyMatch(ProviderFactory::hasApiKey);\n    }\n\n    /**\n     * Gets a comma-separated list of available API keys for debugging.\n     *\n     * @return String describing available API keys\n     */\n    public static String getApiKeyStatus() {\n        String status =\n                ALL_KEYS.stream()\n                        .filter(ProviderFactory::hasApiKey)\n                        .collect(Collectors.joining(\", \"));\n        return status.isEmpty() ? \"None\" : status;\n    }\n}\n"}}, "agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-e2e-tests/src/test/java/io/agentscope/core/e2e/providers/DeepSeekReasonerProvider.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785745675.6685283, "n": 3914, "h": "6490d60aae73835e", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e.providers;\n\nimport io.agentscope.core.ReActAgent;\nimport io.agentscope.core.tool.Toolkit;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekFormatter;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter;\nimport java.util.HashSet;\nimport java.util.Set;\n\n/**\n * Provider for DeepSeek API - OpenAI compatible.\n *\n * <p>Supports DeepSeek Chat (V3) and DeepSeek R1 (Reasoner) models.\n */\n@ModelCapabilities({ModelCapability.BASIC, ModelCapability.TOOL_CALLING})\npublic class DeepSeekReasonerProvider extends BaseModelProvider {\n\n    private static final String API_KEY_ENV = \"DEEPSEEK_API_KEY\";\n    private static final String DEEPSEEK_BASE_URL = \"https://api.deepseek.com\";\n\n    public DeepSeekReasonerProvider(String modelName, boolean multiAgentFormatter) {\n        super(API_KEY_ENV, modelName, multiAgentFormatter);\n    }\n\n    @Override\n    protected ReActAgent.Builder doCreateAgentBuilder(String name, Toolkit toolkit, String apiKey) {\n        OpenAIChatModel model =\n                OpenAIChatModel.builder()\n                        .baseUrl(DEEPSEEK_BASE_URL)\n                        .apiKey(apiKey)\n                        .modelName(getModelName())\n                        .stream(true)\n                        .formatter(\n                                isMultiAgentFormatter()\n                                        ? new DeepSeekMultiAgentFormatter(true)\n                                        : new DeepSeekFormatter(true))\n                        .build();\n\n        return ReActAgent.builder().name(name).model(model).toolkit(toolkit);\n    }\n\n    @Override\n    public String getProviderName() {\n        return \"DeepSeek\";\n    }\n\n    @Override\n    public Set<ModelCapability> getCapabilities() {\n        Set<ModelCapability> caps = new HashSet<>(super.getCapabilities());\n        if (isMultiAgentFormatter()) {\n            caps.add(ModelCapability.MULTI_AGENT_FORMATTER);\n        }\n        return caps;\n    }\n\n    // ==========================================================================\n    // Provider Instances\n    // ==========================================================================\n\n    /** DeepSeek R1 (Reasoner) - Thinking model, does NOT support tool calling. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING\n    })\n    public static class DeepSeekR1 extends DeepSeekReasonerProvider {\n        public DeepSeekR1() {\n            super(\"deepseek-reasoner\", false);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1\";\n        }\n    }\n\n    /** DeepSeek R1 (Reasoner) with Multi-Agent Formatter. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING,\n        ModelCapability.MULTI_AGENT_FORMATTER\n    })\n    public static class DeepSeekR1MultiAgent extends DeepSeekReasonerProvider {\n        public DeepSeekR1MultiAgent() {\n            super(\"deepseek-reasoner\", true);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1 (MultiAgent)\";\n        }\n    }\n}\n"}, "74db7572f20f07f05439a0e1b0d6992f9f7c6a38": {"t": 1785755444.8396182, "n": 3914, "h": "6490d60aae73835e", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e.providers;\n\nimport io.agentscope.core.ReActAgent;\nimport io.agentscope.core.tool.Toolkit;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekFormatter;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter;\nimport java.util.HashSet;\nimport java.util.Set;\n\n/**\n * Provider for DeepSeek API - OpenAI compatible.\n *\n * <p>Supports DeepSeek Chat (V3) and DeepSeek R1 (Reasoner) models.\n */\n@ModelCapabilities({ModelCapability.BASIC, ModelCapability.TOOL_CALLING})\npublic class DeepSeekReasonerProvider extends BaseModelProvider {\n\n    private static final String API_KEY_ENV = \"DEEPSEEK_API_KEY\";\n    private static final String DEEPSEEK_BASE_URL = \"https://api.deepseek.com\";\n\n    public DeepSeekReasonerProvider(String modelName, boolean multiAgentFormatter) {\n        super(API_KEY_ENV, modelName, multiAgentFormatter);\n    }\n\n    @Override\n    protected ReActAgent.Builder doCreateAgentBuilder(String name, Toolkit toolkit, String apiKey) {\n        OpenAIChatModel model =\n                OpenAIChatModel.builder()\n                        .baseUrl(DEEPSEEK_BASE_URL)\n                        .apiKey(apiKey)\n                        .modelName(getModelName())\n                        .stream(true)\n                        .formatter(\n                                isMultiAgentFormatter()\n                                        ? new DeepSeekMultiAgentFormatter(true)\n                                        : new DeepSeekFormatter(true))\n                        .build();\n\n        return ReActAgent.builder().name(name).model(model).toolkit(toolkit);\n    }\n\n    @Override\n    public String getProviderName() {\n        return \"DeepSeek\";\n    }\n\n    @Override\n    public Set<ModelCapability> getCapabilities() {\n        Set<ModelCapability> caps = new HashSet<>(super.getCapabilities());\n        if (isMultiAgentFormatter()) {\n            caps.add(ModelCapability.MULTI_AGENT_FORMATTER);\n        }\n        return caps;\n    }\n\n    // ==========================================================================\n    // Provider Instances\n    // ==========================================================================\n\n    /** DeepSeek R1 (Reasoner) - Thinking model, does NOT support tool calling. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING\n    })\n    public static class DeepSeekR1 extends DeepSeekReasonerProvider {\n        public DeepSeekR1() {\n            super(\"deepseek-reasoner\", false);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1\";\n        }\n    }\n\n    /** DeepSeek R1 (Reasoner) with Multi-Agent Formatter. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING,\n        ModelCapability.MULTI_AGENT_FORMATTER\n    })\n    public static class DeepSeekR1MultiAgent extends DeepSeekReasonerProvider {\n        public DeepSeekR1MultiAgent() {\n            super(\"deepseek-reasoner\", true);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1 (MultiAgent)\";\n        }\n    }\n}\n"}, "235ffb82406b4790a7a98624c2724741a48fd584": {"t": 1785755446.2843535, "n": 3902, "h": "3c547dbab650ddf7", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e.providers;\n\nimport io.agentscope.core.ReActAgent;\nimport io.agentscope.core.tool.Toolkit;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.formatter.DeepSeekFormatter;\nimport io.agentscope.extensions.model.openai.formatter.DeepSeekMultiAgentFormatter;\nimport java.util.HashSet;\nimport java.util.Set;\n\n/**\n * Provider for DeepSeek API - OpenAI compatible.\n *\n * <p>Supports DeepSeek Chat (V3) and DeepSeek R1 (Reasoner) models.\n */\n@ModelCapabilities({ModelCapability.BASIC, ModelCapability.TOOL_CALLING})\npublic class DeepSeekReasonerProvider extends BaseModelProvider {\n\n    private static final String API_KEY_ENV = \"DEEPSEEK_API_KEY\";\n    private static final String DEEPSEEK_BASE_URL = \"https://api.deepseek.com\";\n\n    public DeepSeekReasonerProvider(String modelName, boolean multiAgentFormatter) {\n        super(API_KEY_ENV, modelName, multiAgentFormatter);\n    }\n\n    @Override\n    protected ReActAgent.Builder doCreateAgentBuilder(String name, Toolkit toolkit, String apiKey) {\n        OpenAIChatModel model =\n                OpenAIChatModel.builder()\n                        .baseUrl(DEEPSEEK_BASE_URL)\n                        .apiKey(apiKey)\n                        .modelName(getModelName())\n                        .stream(true)\n                        .formatter(\n                                isMultiAgentFormatter()\n                                        ? new DeepSeekMultiAgentFormatter(true)\n                                        : new DeepSeekFormatter(true))\n                        .build();\n\n        return ReActAgent.builder().name(name).model(model).toolkit(toolkit);\n    }\n\n    @Override\n    public String getProviderName() {\n        return \"DeepSeek\";\n    }\n\n    @Override\n    public Set<ModelCapability> getCapabilities() {\n        Set<ModelCapability> caps = new HashSet<>(super.getCapabilities());\n        if (isMultiAgentFormatter()) {\n            caps.add(ModelCapability.MULTI_AGENT_FORMATTER);\n        }\n        return caps;\n    }\n\n    // ==========================================================================\n    // Provider Instances\n    // ==========================================================================\n\n    /** DeepSeek R1 (Reasoner) - Thinking model, does NOT support tool calling. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING\n    })\n    public static class DeepSeekR1 extends DeepSeekReasonerProvider {\n        public DeepSeekR1() {\n            super(\"deepseek-reasoner\", false);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1\";\n        }\n    }\n\n    /** DeepSeek R1 (Reasoner) with Multi-Agent Formatter. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING,\n        ModelCapability.MULTI_AGENT_FORMATTER\n    })\n    public static class DeepSeekR1MultiAgent extends DeepSeekReasonerProvider {\n        public DeepSeekR1MultiAgent() {\n            super(\"deepseek-reasoner\", true);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1 (MultiAgent)\";\n        }\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067433.6021929, "n": 3914, "h": "6490d60aae73835e", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e.providers;\n\nimport io.agentscope.core.ReActAgent;\nimport io.agentscope.core.tool.Toolkit;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekFormatter;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter;\nimport java.util.HashSet;\nimport java.util.Set;\n\n/**\n * Provider for DeepSeek API - OpenAI compatible.\n *\n * <p>Supports DeepSeek Chat (V3) and DeepSeek R1 (Reasoner) models.\n */\n@ModelCapabilities({ModelCapability.BASIC, ModelCapability.TOOL_CALLING})\npublic class DeepSeekReasonerProvider extends BaseModelProvider {\n\n    private static final String API_KEY_ENV = \"DEEPSEEK_API_KEY\";\n    private static final String DEEPSEEK_BASE_URL = \"https://api.deepseek.com\";\n\n    public DeepSeekReasonerProvider(String modelName, boolean multiAgentFormatter) {\n        super(API_KEY_ENV, modelName, multiAgentFormatter);\n    }\n\n    @Override\n    protected ReActAgent.Builder doCreateAgentBuilder(String name, Toolkit toolkit, String apiKey) {\n        OpenAIChatModel model =\n                OpenAIChatModel.builder()\n                        .baseUrl(DEEPSEEK_BASE_URL)\n                        .apiKey(apiKey)\n                        .modelName(getModelName())\n                        .stream(true)\n                        .formatter(\n                                isMultiAgentFormatter()\n                                        ? new DeepSeekMultiAgentFormatter(true)\n                                        : new DeepSeekFormatter(true))\n                        .build();\n\n        return ReActAgent.builder().name(name).model(model).toolkit(toolkit);\n    }\n\n    @Override\n    public String getProviderName() {\n        return \"DeepSeek\";\n    }\n\n    @Override\n    public Set<ModelCapability> getCapabilities() {\n        Set<ModelCapability> caps = new HashSet<>(super.getCapabilities());\n        if (isMultiAgentFormatter()) {\n            caps.add(ModelCapability.MULTI_AGENT_FORMATTER);\n        }\n        return caps;\n    }\n\n    // ==========================================================================\n    // Provider Instances\n    // ==========================================================================\n\n    /** DeepSeek R1 (Reasoner) - Thinking model, does NOT support tool calling. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING\n    })\n    public static class DeepSeekR1 extends DeepSeekReasonerProvider {\n        public DeepSeekR1() {\n            super(\"deepseek-reasoner\", false);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1\";\n        }\n    }\n\n    /** DeepSeek R1 (Reasoner) with Multi-Agent Formatter. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING,\n        ModelCapability.MULTI_AGENT_FORMATTER\n    })\n    public static class DeepSeekR1MultiAgent extends DeepSeekReasonerProvider {\n        public DeepSeekR1MultiAgent() {\n            super(\"deepseek-reasoner\", true);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1 (MultiAgent)\";\n        }\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068300.9711885, "n": 3914, "h": "6490d60aae73835e", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.e2e.providers;\n\nimport io.agentscope.core.ReActAgent;\nimport io.agentscope.core.tool.Toolkit;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekFormatter;\nimport io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter;\nimport java.util.HashSet;\nimport java.util.Set;\n\n/**\n * Provider for DeepSeek API - OpenAI compatible.\n *\n * <p>Supports DeepSeek Chat (V3) and DeepSeek R1 (Reasoner) models.\n */\n@ModelCapabilities({ModelCapability.BASIC, ModelCapability.TOOL_CALLING})\npublic class DeepSeekReasonerProvider extends BaseModelProvider {\n\n    private static final String API_KEY_ENV = \"DEEPSEEK_API_KEY\";\n    private static final String DEEPSEEK_BASE_URL = \"https://api.deepseek.com\";\n\n    public DeepSeekReasonerProvider(String modelName, boolean multiAgentFormatter) {\n        super(API_KEY_ENV, modelName, multiAgentFormatter);\n    }\n\n    @Override\n    protected ReActAgent.Builder doCreateAgentBuilder(String name, Toolkit toolkit, String apiKey) {\n        OpenAIChatModel model =\n                OpenAIChatModel.builder()\n                        .baseUrl(DEEPSEEK_BASE_URL)\n                        .apiKey(apiKey)\n                        .modelName(getModelName())\n                        .stream(true)\n                        .formatter(\n                                isMultiAgentFormatter()\n                                        ? new DeepSeekMultiAgentFormatter(true)\n                                        : new DeepSeekFormatter(true))\n                        .build();\n\n        return ReActAgent.builder().name(name).model(model).toolkit(toolkit);\n    }\n\n    @Override\n    public String getProviderName() {\n        return \"DeepSeek\";\n    }\n\n    @Override\n    public Set<ModelCapability> getCapabilities() {\n        Set<ModelCapability> caps = new HashSet<>(super.getCapabilities());\n        if (isMultiAgentFormatter()) {\n            caps.add(ModelCapability.MULTI_AGENT_FORMATTER);\n        }\n        return caps;\n    }\n\n    // ==========================================================================\n    // Provider Instances\n    // ==========================================================================\n\n    /** DeepSeek R1 (Reasoner) - Thinking model, does NOT support tool calling. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING\n    })\n    public static class DeepSeekR1 extends DeepSeekReasonerProvider {\n        public DeepSeekR1() {\n            super(\"deepseek-reasoner\", false);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1\";\n        }\n    }\n\n    /** DeepSeek R1 (Reasoner) with Multi-Agent Formatter. */\n    @ModelCapabilities({\n        ModelCapability.BASIC,\n        ModelCapability.TOOL_CALLING,\n        ModelCapability.THINKING,\n        ModelCapability.MULTI_AGENT_FORMATTER\n    })\n    public static class DeepSeekR1MultiAgent extends DeepSeekReasonerProvider {\n        public DeepSeekR1MultiAgent() {\n            super(\"deepseek-reasoner\", true);\n        }\n\n        @Override\n        public String getProviderName() {\n            return \"DeepSeek R1 (MultiAgent)\";\n        }\n    }\n}\n"}}, "agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-openai/src/test/java/io/agentscope/extensions/model/openai/compat/deepseek/DeepSeekModelProviderTest.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785745676.8949254, "n": 15839, "h": "7cd4da1397ca0705", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static org.junit.jupiter.api.Assertions.assertEquals;\nimport static org.junit.jupiter.api.Assertions.assertFalse;\nimport static org.junit.jupiter.api.Assertions.assertInstanceOf;\nimport static org.junit.jupiter.api.Assertions.assertThrows;\nimport static org.junit.jupiter.api.Assertions.assertTrue;\nimport static org.junit.jupiter.api.Assumptions.assumeTrue;\n\nimport com.fasterxml.jackson.core.type.TypeReference;\nimport com.fasterxml.jackson.databind.ObjectMapper;\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.core.message.MsgRole;\nimport io.agentscope.core.message.TextBlock;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.ModelRegistry;\nimport io.agentscope.core.model.transport.HttpRequest;\nimport io.agentscope.core.model.transport.HttpResponse;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIChatFormatter;\nimport java.util.List;\nimport java.util.Map;\nimport org.junit.jupiter.api.AfterEach;\nimport org.junit.jupiter.api.DisplayName;\nimport org.junit.jupiter.api.Test;\nimport reactor.core.publisher.Flux;\n\n@DisplayName(\"DeepSeekModelProvider Unit Tests\")\nclass DeepSeekModelProviderTest {\n\n    private static final ObjectMapper MAPPER = new ObjectMapper();\n\n    @AfterEach\n    void tearDown() {\n        ModelRegistry.reset();\n    }\n\n    @Test\n    @DisplayName(\"Returns provider id\")\n    void returnsProviderId() {\n        assertEquals(\"deepseek\", new DeepSeekModelProvider().providerId());\n    }\n\n    @Test\n    @DisplayName(\"Supports DeepSeek model ids\")\n    void supportsDeepSeekModelIds() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-flash\"));\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-pro\"));\n        assertFalse(provider.supports(\"deepseek:\"));\n        assertFalse(provider.supports(\"openai:gpt-4o-mini\"));\n        assertFalse(provider.supports(null));\n    }\n\n    @Test\n    @DisplayName(\"Rejects unsupported model ids before reading environment\")\n    void createRejectsUnsupportedModelIdsBeforeReadingEnvironment() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"deepseek:\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"openai:gpt-4o-mini\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(null));\n    }\n\n    @Test\n    @DisplayName(\"Fails clearly when DEEPSEEK_API_KEY is missing\")\n    void createFailsClearlyWhenApiKeyMissing() {\n        assumeTrue(System.getenv(\"DEEPSEEK_API_KEY\") == null);\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        IllegalStateException error =\n                assertThrows(\n                        IllegalStateException.class,\n                        () -> provider.create(\"deepseek:deepseek-v4-flash\"));\n\n        assertTrue(error.getMessage().contains(\"DEEPSEEK_API_KEY\"));\n    }\n\n    @Test\n    @DisplayName(\"Uses DeepSeek defaults for context window and structured output\")\n    void createUsesDeepSeekContextWindowAndStructuredOutputDefaults() {\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        assertEquals(1_000_000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n        assertFalse(model.supportsNativeStructuredOutputWithTools());\n    }\n\n    @Test\n    @DisplayName(\"Creates model from context and applies default request settings\")\n    void createUsesModelCreationContextAndDefaultDeepSeekRequestSettings() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"   \")\n                        .endpointPath(\"   \")\n                        .stream(false)\n                        .enableThinking(true)\n                        .component(HttpTransport.class, transport)\n                        .component(ProxyConfig.class, ProxyConfig.http(\"proxy.example.com\", 8080))\n                        .option(\"contextWindowSize\", 128000)\n                        .option(\"nativeStructuredOutput\", false)\n                        .build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertInstanceOf(OpenAIChatModel.class, model);\n        assertEquals(\"deepseek-v4-flash\", model.getModelName());\n        assertEquals(128000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n\n        ((OpenAIChatModel) model).stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://api.deepseek.com/v1/chat/completions\", transport.request.getUrl());\n        assertEquals(\n                \"Bearer test-deepseek-key\", transport.request.getHeaders().get(\"Authorization\"));\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"deepseek-v4-flash\", body.get(\"model\"));\n        assertEquals(false, body.get(\"stream\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Applies base URL, endpoint path, and structured-output overrides\")\n    void createAppliesEndpointAndStructuredOutputOverrides() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"https://deepseek.example.com\")\n                        .endpointPath(\"/custom/chat\")\n                        .stream(false)\n                        .enableThinking(false)\n                        .component(HttpTransport.class, transport)\n                        .option(\"nativeStructuredOutput\", true)\n                        .option(\"nativeStructuredOutputWithTools\", true)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertTrue(model.supportsNativeStructuredOutput());\n        assertTrue(model.supportsNativeStructuredOutputWithTools());\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://deepseek.example.com/custom/chat\", transport.request.getUrl());\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Rejects invalid advanced option types\")\n    void createRejectsInvalidAdvancedOptionTypes() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"contextWindowSize\", \"large\")\n                                        .build()));\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"nativeStructuredOutput\", \"true\")\n                                        .build()));\n    }\n\n    @Test\n    @DisplayName(\"Keeps reasoning_effort independent from thinking\")\n    void generateOptionsControlReasoningEffortIndependentlyFromThinking() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions = GenerateOptions.builder().reasoningEffort(\"high\").build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"high\", body.get(\"reasoning_effort\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows user options to override default thinking\")\n    void userGenerateOptionsCanOverrideDeepSeekThinkingDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions =\n                GenerateOptions.builder()\n                        .additionalBodyParam(\"thinking\", Map.of(\"type\", \"disabled\"))\n                        .build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows context formatter to override provider default\")\n    void contextFormatterOverrideTakesPrecedenceOverProviderDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                new OpenAIChatFormatter();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .component(Formatter.class, formatter)\n                        .component(HttpTransport.class, transport)\n                        .build();\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        model.stream(\n                        List.of(\n                                Msg.builder()\n                                        .role(MsgRole.SYSTEM)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"System instruction\")\n                                                                .build()))\n                                        .build(),\n                                Msg.builder()\n                                        .role(MsgRole.USER)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"Reply with pong\")\n                                                                .build()))\n                                        .build()),\n                        null,\n                        null)\n                .blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        @SuppressWarnings(\"unchecked\")\n        List<Map<String, Object>> messages = (List<Map<String, Object>>) body.get(\"messages\");\n        assertEquals(\"system\", messages.get(0).get(\"role\"));\n    }\n\n    @Test\n    @DisplayName(\"Registers through ServiceLoader\")\n    void modelRegistryFindsDeepSeekProviderFromServiceLoader() {\n        assertTrue(ModelRegistry.canResolve(\"deepseek:deepseek-v4-flash\"));\n    }\n\n    private static List<Msg> userMessages() {\n        return List.of(\n                Msg.builder()\n                        .role(MsgRole.USER)\n                        .content(List.of(TextBlock.builder().text(\"Reply with pong\").build()))\n                        .build());\n    }\n\n    private static Map<String, Object> parseBody(String body) throws Exception {\n        return MAPPER.readValue(body, new TypeReference<Map<String, Object>>() {});\n    }\n\n    private static final class CapturingTransport implements HttpTransport {\n        private HttpRequest request;\n\n        @Override\n        public HttpResponse execute(HttpRequest request) {\n            this.request = request;\n            return HttpResponse.builder()\n                    .statusCode(200)\n                    .body(\n                            \"\"\"\n                            {\n                              \"id\": \"deepseek-test\",\n                              \"object\": \"chat.completion\",\n                              \"created\": 1,\n                              \"model\": \"deepseek-v4-flash\",\n                              \"choices\": [{\n                                \"index\": 0,\n                                \"message\": {\n                                  \"role\": \"assistant\",\n                                  \"content\": \"pong\"\n                                },\n                                \"finish_reason\": \"stop\"\n                              }],\n                              \"usage\": {\n                                \"prompt_tokens\": 1,\n                                \"completion_tokens\": 1,\n                                \"total_tokens\": 2\n                              }\n                            }\n                            \"\"\")\n                    .build();\n        }\n\n        @Override\n        public Flux<String> stream(HttpRequest request) {\n            this.request = request;\n            return Flux.empty();\n        }\n\n        @Override\n        public void close() {}\n    }\n}\n"}, "74db7572f20f07f05439a0e1b0d6992f9f7c6a38": {"t": 1785755442.6193123, "n": 15839, "h": "7cd4da1397ca0705", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static org.junit.jupiter.api.Assertions.assertEquals;\nimport static org.junit.jupiter.api.Assertions.assertFalse;\nimport static org.junit.jupiter.api.Assertions.assertInstanceOf;\nimport static org.junit.jupiter.api.Assertions.assertThrows;\nimport static org.junit.jupiter.api.Assertions.assertTrue;\nimport static org.junit.jupiter.api.Assumptions.assumeTrue;\n\nimport com.fasterxml.jackson.core.type.TypeReference;\nimport com.fasterxml.jackson.databind.ObjectMapper;\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.core.message.MsgRole;\nimport io.agentscope.core.message.TextBlock;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.ModelRegistry;\nimport io.agentscope.core.model.transport.HttpRequest;\nimport io.agentscope.core.model.transport.HttpResponse;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIChatFormatter;\nimport java.util.List;\nimport java.util.Map;\nimport org.junit.jupiter.api.AfterEach;\nimport org.junit.jupiter.api.DisplayName;\nimport org.junit.jupiter.api.Test;\nimport reactor.core.publisher.Flux;\n\n@DisplayName(\"DeepSeekModelProvider Unit Tests\")\nclass DeepSeekModelProviderTest {\n\n    private static final ObjectMapper MAPPER = new ObjectMapper();\n\n    @AfterEach\n    void tearDown() {\n        ModelRegistry.reset();\n    }\n\n    @Test\n    @DisplayName(\"Returns provider id\")\n    void returnsProviderId() {\n        assertEquals(\"deepseek\", new DeepSeekModelProvider().providerId());\n    }\n\n    @Test\n    @DisplayName(\"Supports DeepSeek model ids\")\n    void supportsDeepSeekModelIds() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-flash\"));\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-pro\"));\n        assertFalse(provider.supports(\"deepseek:\"));\n        assertFalse(provider.supports(\"openai:gpt-4o-mini\"));\n        assertFalse(provider.supports(null));\n    }\n\n    @Test\n    @DisplayName(\"Rejects unsupported model ids before reading environment\")\n    void createRejectsUnsupportedModelIdsBeforeReadingEnvironment() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"deepseek:\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"openai:gpt-4o-mini\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(null));\n    }\n\n    @Test\n    @DisplayName(\"Fails clearly when DEEPSEEK_API_KEY is missing\")\n    void createFailsClearlyWhenApiKeyMissing() {\n        assumeTrue(System.getenv(\"DEEPSEEK_API_KEY\") == null);\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        IllegalStateException error =\n                assertThrows(\n                        IllegalStateException.class,\n                        () -> provider.create(\"deepseek:deepseek-v4-flash\"));\n\n        assertTrue(error.getMessage().contains(\"DEEPSEEK_API_KEY\"));\n    }\n\n    @Test\n    @DisplayName(\"Uses DeepSeek defaults for context window and structured output\")\n    void createUsesDeepSeekContextWindowAndStructuredOutputDefaults() {\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        assertEquals(1_000_000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n        assertFalse(model.supportsNativeStructuredOutputWithTools());\n    }\n\n    @Test\n    @DisplayName(\"Creates model from context and applies default request settings\")\n    void createUsesModelCreationContextAndDefaultDeepSeekRequestSettings() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"   \")\n                        .endpointPath(\"   \")\n                        .stream(false)\n                        .enableThinking(true)\n                        .component(HttpTransport.class, transport)\n                        .component(ProxyConfig.class, ProxyConfig.http(\"proxy.example.com\", 8080))\n                        .option(\"contextWindowSize\", 128000)\n                        .option(\"nativeStructuredOutput\", false)\n                        .build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertInstanceOf(OpenAIChatModel.class, model);\n        assertEquals(\"deepseek-v4-flash\", model.getModelName());\n        assertEquals(128000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n\n        ((OpenAIChatModel) model).stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://api.deepseek.com/v1/chat/completions\", transport.request.getUrl());\n        assertEquals(\n                \"Bearer test-deepseek-key\", transport.request.getHeaders().get(\"Authorization\"));\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"deepseek-v4-flash\", body.get(\"model\"));\n        assertEquals(false, body.get(\"stream\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Applies base URL, endpoint path, and structured-output overrides\")\n    void createAppliesEndpointAndStructuredOutputOverrides() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"https://deepseek.example.com\")\n                        .endpointPath(\"/custom/chat\")\n                        .stream(false)\n                        .enableThinking(false)\n                        .component(HttpTransport.class, transport)\n                        .option(\"nativeStructuredOutput\", true)\n                        .option(\"nativeStructuredOutputWithTools\", true)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertTrue(model.supportsNativeStructuredOutput());\n        assertTrue(model.supportsNativeStructuredOutputWithTools());\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://deepseek.example.com/custom/chat\", transport.request.getUrl());\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Rejects invalid advanced option types\")\n    void createRejectsInvalidAdvancedOptionTypes() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"contextWindowSize\", \"large\")\n                                        .build()));\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"nativeStructuredOutput\", \"true\")\n                                        .build()));\n    }\n\n    @Test\n    @DisplayName(\"Keeps reasoning_effort independent from thinking\")\n    void generateOptionsControlReasoningEffortIndependentlyFromThinking() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions = GenerateOptions.builder().reasoningEffort(\"high\").build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"high\", body.get(\"reasoning_effort\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows user options to override default thinking\")\n    void userGenerateOptionsCanOverrideDeepSeekThinkingDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions =\n                GenerateOptions.builder()\n                        .additionalBodyParam(\"thinking\", Map.of(\"type\", \"disabled\"))\n                        .build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows context formatter to override provider default\")\n    void contextFormatterOverrideTakesPrecedenceOverProviderDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                new OpenAIChatFormatter();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .component(Formatter.class, formatter)\n                        .component(HttpTransport.class, transport)\n                        .build();\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        model.stream(\n                        List.of(\n                                Msg.builder()\n                                        .role(MsgRole.SYSTEM)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"System instruction\")\n                                                                .build()))\n                                        .build(),\n                                Msg.builder()\n                                        .role(MsgRole.USER)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"Reply with pong\")\n                                                                .build()))\n                                        .build()),\n                        null,\n                        null)\n                .blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        @SuppressWarnings(\"unchecked\")\n        List<Map<String, Object>> messages = (List<Map<String, Object>>) body.get(\"messages\");\n        assertEquals(\"system\", messages.get(0).get(\"role\"));\n    }\n\n    @Test\n    @DisplayName(\"Registers through ServiceLoader\")\n    void modelRegistryFindsDeepSeekProviderFromServiceLoader() {\n        assertTrue(ModelRegistry.canResolve(\"deepseek:deepseek-v4-flash\"));\n    }\n\n    private static List<Msg> userMessages() {\n        return List.of(\n                Msg.builder()\n                        .role(MsgRole.USER)\n                        .content(List.of(TextBlock.builder().text(\"Reply with pong\").build()))\n                        .build());\n    }\n\n    private static Map<String, Object> parseBody(String body) throws Exception {\n        return MAPPER.readValue(body, new TypeReference<Map<String, Object>>() {});\n    }\n\n    private static final class CapturingTransport implements HttpTransport {\n        private HttpRequest request;\n\n        @Override\n        public HttpResponse execute(HttpRequest request) {\n            this.request = request;\n            return HttpResponse.builder()\n                    .statusCode(200)\n                    .body(\n                            \"\"\"\n                            {\n                              \"id\": \"deepseek-test\",\n                              \"object\": \"chat.completion\",\n                              \"created\": 1,\n                              \"model\": \"deepseek-v4-flash\",\n                              \"choices\": [{\n                                \"index\": 0,\n                                \"message\": {\n                                  \"role\": \"assistant\",\n                                  \"content\": \"pong\"\n                                },\n                                \"finish_reason\": \"stop\"\n                              }],\n                              \"usage\": {\n                                \"prompt_tokens\": 1,\n                                \"completion_tokens\": 1,\n                                \"total_tokens\": 2\n                              }\n                            }\n                            \"\"\")\n                    .build();\n        }\n\n        @Override\n        public Flux<String> stream(HttpRequest request) {\n            this.request = request;\n            return Flux.empty();\n        }\n\n        @Override\n        public void close() {}\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067433.6664312, "n": 15839, "h": "7cd4da1397ca0705", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static org.junit.jupiter.api.Assertions.assertEquals;\nimport static org.junit.jupiter.api.Assertions.assertFalse;\nimport static org.junit.jupiter.api.Assertions.assertInstanceOf;\nimport static org.junit.jupiter.api.Assertions.assertThrows;\nimport static org.junit.jupiter.api.Assertions.assertTrue;\nimport static org.junit.jupiter.api.Assumptions.assumeTrue;\n\nimport com.fasterxml.jackson.core.type.TypeReference;\nimport com.fasterxml.jackson.databind.ObjectMapper;\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.core.message.MsgRole;\nimport io.agentscope.core.message.TextBlock;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.ModelRegistry;\nimport io.agentscope.core.model.transport.HttpRequest;\nimport io.agentscope.core.model.transport.HttpResponse;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIChatFormatter;\nimport java.util.List;\nimport java.util.Map;\nimport org.junit.jupiter.api.AfterEach;\nimport org.junit.jupiter.api.DisplayName;\nimport org.junit.jupiter.api.Test;\nimport reactor.core.publisher.Flux;\n\n@DisplayName(\"DeepSeekModelProvider Unit Tests\")\nclass DeepSeekModelProviderTest {\n\n    private static final ObjectMapper MAPPER = new ObjectMapper();\n\n    @AfterEach\n    void tearDown() {\n        ModelRegistry.reset();\n    }\n\n    @Test\n    @DisplayName(\"Returns provider id\")\n    void returnsProviderId() {\n        assertEquals(\"deepseek\", new DeepSeekModelProvider().providerId());\n    }\n\n    @Test\n    @DisplayName(\"Supports DeepSeek model ids\")\n    void supportsDeepSeekModelIds() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-flash\"));\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-pro\"));\n        assertFalse(provider.supports(\"deepseek:\"));\n        assertFalse(provider.supports(\"openai:gpt-4o-mini\"));\n        assertFalse(provider.supports(null));\n    }\n\n    @Test\n    @DisplayName(\"Rejects unsupported model ids before reading environment\")\n    void createRejectsUnsupportedModelIdsBeforeReadingEnvironment() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"deepseek:\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"openai:gpt-4o-mini\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(null));\n    }\n\n    @Test\n    @DisplayName(\"Fails clearly when DEEPSEEK_API_KEY is missing\")\n    void createFailsClearlyWhenApiKeyMissing() {\n        assumeTrue(System.getenv(\"DEEPSEEK_API_KEY\") == null);\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        IllegalStateException error =\n                assertThrows(\n                        IllegalStateException.class,\n                        () -> provider.create(\"deepseek:deepseek-v4-flash\"));\n\n        assertTrue(error.getMessage().contains(\"DEEPSEEK_API_KEY\"));\n    }\n\n    @Test\n    @DisplayName(\"Uses DeepSeek defaults for context window and structured output\")\n    void createUsesDeepSeekContextWindowAndStructuredOutputDefaults() {\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        assertEquals(1_000_000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n        assertFalse(model.supportsNativeStructuredOutputWithTools());\n    }\n\n    @Test\n    @DisplayName(\"Creates model from context and applies default request settings\")\n    void createUsesModelCreationContextAndDefaultDeepSeekRequestSettings() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"   \")\n                        .endpointPath(\"   \")\n                        .stream(false)\n                        .enableThinking(true)\n                        .component(HttpTransport.class, transport)\n                        .component(ProxyConfig.class, ProxyConfig.http(\"proxy.example.com\", 8080))\n                        .option(\"contextWindowSize\", 128000)\n                        .option(\"nativeStructuredOutput\", false)\n                        .build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertInstanceOf(OpenAIChatModel.class, model);\n        assertEquals(\"deepseek-v4-flash\", model.getModelName());\n        assertEquals(128000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n\n        ((OpenAIChatModel) model).stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://api.deepseek.com/v1/chat/completions\", transport.request.getUrl());\n        assertEquals(\n                \"Bearer test-deepseek-key\", transport.request.getHeaders().get(\"Authorization\"));\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"deepseek-v4-flash\", body.get(\"model\"));\n        assertEquals(false, body.get(\"stream\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Applies base URL, endpoint path, and structured-output overrides\")\n    void createAppliesEndpointAndStructuredOutputOverrides() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"https://deepseek.example.com\")\n                        .endpointPath(\"/custom/chat\")\n                        .stream(false)\n                        .enableThinking(false)\n                        .component(HttpTransport.class, transport)\n                        .option(\"nativeStructuredOutput\", true)\n                        .option(\"nativeStructuredOutputWithTools\", true)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertTrue(model.supportsNativeStructuredOutput());\n        assertTrue(model.supportsNativeStructuredOutputWithTools());\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://deepseek.example.com/custom/chat\", transport.request.getUrl());\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Rejects invalid advanced option types\")\n    void createRejectsInvalidAdvancedOptionTypes() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"contextWindowSize\", \"large\")\n                                        .build()));\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"nativeStructuredOutput\", \"true\")\n                                        .build()));\n    }\n\n    @Test\n    @DisplayName(\"Keeps reasoning_effort independent from thinking\")\n    void generateOptionsControlReasoningEffortIndependentlyFromThinking() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions = GenerateOptions.builder().reasoningEffort(\"high\").build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"high\", body.get(\"reasoning_effort\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows user options to override default thinking\")\n    void userGenerateOptionsCanOverrideDeepSeekThinkingDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions =\n                GenerateOptions.builder()\n                        .additionalBodyParam(\"thinking\", Map.of(\"type\", \"disabled\"))\n                        .build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows context formatter to override provider default\")\n    void contextFormatterOverrideTakesPrecedenceOverProviderDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                new OpenAIChatFormatter();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .component(Formatter.class, formatter)\n                        .component(HttpTransport.class, transport)\n                        .build();\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        model.stream(\n                        List.of(\n                                Msg.builder()\n                                        .role(MsgRole.SYSTEM)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"System instruction\")\n                                                                .build()))\n                                        .build(),\n                                Msg.builder()\n                                        .role(MsgRole.USER)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"Reply with pong\")\n                                                                .build()))\n                                        .build()),\n                        null,\n                        null)\n                .blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        @SuppressWarnings(\"unchecked\")\n        List<Map<String, Object>> messages = (List<Map<String, Object>>) body.get(\"messages\");\n        assertEquals(\"system\", messages.get(0).get(\"role\"));\n    }\n\n    @Test\n    @DisplayName(\"Registers through ServiceLoader\")\n    void modelRegistryFindsDeepSeekProviderFromServiceLoader() {\n        assertTrue(ModelRegistry.canResolve(\"deepseek:deepseek-v4-flash\"));\n    }\n\n    private static List<Msg> userMessages() {\n        return List.of(\n                Msg.builder()\n                        .role(MsgRole.USER)\n                        .content(List.of(TextBlock.builder().text(\"Reply with pong\").build()))\n                        .build());\n    }\n\n    private static Map<String, Object> parseBody(String body) throws Exception {\n        return MAPPER.readValue(body, new TypeReference<Map<String, Object>>() {});\n    }\n\n    private static final class CapturingTransport implements HttpTransport {\n        private HttpRequest request;\n\n        @Override\n        public HttpResponse execute(HttpRequest request) {\n            this.request = request;\n            return HttpResponse.builder()\n                    .statusCode(200)\n                    .body(\n                            \"\"\"\n                            {\n                              \"id\": \"deepseek-test\",\n                              \"object\": \"chat.completion\",\n                              \"created\": 1,\n                              \"model\": \"deepseek-v4-flash\",\n                              \"choices\": [{\n                                \"index\": 0,\n                                \"message\": {\n                                  \"role\": \"assistant\",\n                                  \"content\": \"pong\"\n                                },\n                                \"finish_reason\": \"stop\"\n                              }],\n                              \"usage\": {\n                                \"prompt_tokens\": 1,\n                                \"completion_tokens\": 1,\n                                \"total_tokens\": 2\n                              }\n                            }\n                            \"\"\")\n                    .build();\n        }\n\n        @Override\n        public Flux<String> stream(HttpRequest request) {\n            this.request = request;\n            return Flux.empty();\n        }\n\n        @Override\n        public void close() {}\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068300.979883, "n": 15839, "h": "7cd4da1397ca0705", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport static org.junit.jupiter.api.Assertions.assertEquals;\nimport static org.junit.jupiter.api.Assertions.assertFalse;\nimport static org.junit.jupiter.api.Assertions.assertInstanceOf;\nimport static org.junit.jupiter.api.Assertions.assertThrows;\nimport static org.junit.jupiter.api.Assertions.assertTrue;\nimport static org.junit.jupiter.api.Assumptions.assumeTrue;\n\nimport com.fasterxml.jackson.core.type.TypeReference;\nimport com.fasterxml.jackson.databind.ObjectMapper;\nimport io.agentscope.core.formatter.Formatter;\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.core.message.MsgRole;\nimport io.agentscope.core.message.TextBlock;\nimport io.agentscope.core.model.GenerateOptions;\nimport io.agentscope.core.model.Model;\nimport io.agentscope.core.model.ModelCreationContext;\nimport io.agentscope.core.model.ModelRegistry;\nimport io.agentscope.core.model.transport.HttpRequest;\nimport io.agentscope.core.model.transport.HttpResponse;\nimport io.agentscope.core.model.transport.HttpTransport;\nimport io.agentscope.core.model.transport.ProxyConfig;\nimport io.agentscope.extensions.model.openai.OpenAIChatModel;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.dto.OpenAIRequest;\nimport io.agentscope.extensions.model.openai.dto.OpenAIResponse;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIChatFormatter;\nimport java.util.List;\nimport java.util.Map;\nimport org.junit.jupiter.api.AfterEach;\nimport org.junit.jupiter.api.DisplayName;\nimport org.junit.jupiter.api.Test;\nimport reactor.core.publisher.Flux;\n\n@DisplayName(\"DeepSeekModelProvider Unit Tests\")\nclass DeepSeekModelProviderTest {\n\n    private static final ObjectMapper MAPPER = new ObjectMapper();\n\n    @AfterEach\n    void tearDown() {\n        ModelRegistry.reset();\n    }\n\n    @Test\n    @DisplayName(\"Returns provider id\")\n    void returnsProviderId() {\n        assertEquals(\"deepseek\", new DeepSeekModelProvider().providerId());\n    }\n\n    @Test\n    @DisplayName(\"Supports DeepSeek model ids\")\n    void supportsDeepSeekModelIds() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-flash\"));\n        assertTrue(provider.supports(\"deepseek:deepseek-v4-pro\"));\n        assertFalse(provider.supports(\"deepseek:\"));\n        assertFalse(provider.supports(\"openai:gpt-4o-mini\"));\n        assertFalse(provider.supports(null));\n    }\n\n    @Test\n    @DisplayName(\"Rejects unsupported model ids before reading environment\")\n    void createRejectsUnsupportedModelIdsBeforeReadingEnvironment() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"deepseek:\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(\"openai:gpt-4o-mini\"));\n        assertThrows(IllegalArgumentException.class, () -> provider.create(null));\n    }\n\n    @Test\n    @DisplayName(\"Fails clearly when DEEPSEEK_API_KEY is missing\")\n    void createFailsClearlyWhenApiKeyMissing() {\n        assumeTrue(System.getenv(\"DEEPSEEK_API_KEY\") == null);\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        IllegalStateException error =\n                assertThrows(\n                        IllegalStateException.class,\n                        () -> provider.create(\"deepseek:deepseek-v4-flash\"));\n\n        assertTrue(error.getMessage().contains(\"DEEPSEEK_API_KEY\"));\n    }\n\n    @Test\n    @DisplayName(\"Uses DeepSeek defaults for context window and structured output\")\n    void createUsesDeepSeekContextWindowAndStructuredOutputDefaults() {\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        assertEquals(1_000_000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n        assertFalse(model.supportsNativeStructuredOutputWithTools());\n    }\n\n    @Test\n    @DisplayName(\"Creates model from context and applies default request settings\")\n    void createUsesModelCreationContextAndDefaultDeepSeekRequestSettings() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"   \")\n                        .endpointPath(\"   \")\n                        .stream(false)\n                        .enableThinking(true)\n                        .component(HttpTransport.class, transport)\n                        .component(ProxyConfig.class, ProxyConfig.http(\"proxy.example.com\", 8080))\n                        .option(\"contextWindowSize\", 128000)\n                        .option(\"nativeStructuredOutput\", false)\n                        .build();\n\n        Model model = new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertInstanceOf(OpenAIChatModel.class, model);\n        assertEquals(\"deepseek-v4-flash\", model.getModelName());\n        assertEquals(128000, model.getContextWindowSize());\n        assertFalse(model.supportsNativeStructuredOutput());\n\n        ((OpenAIChatModel) model).stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://api.deepseek.com/v1/chat/completions\", transport.request.getUrl());\n        assertEquals(\n                \"Bearer test-deepseek-key\", transport.request.getHeaders().get(\"Authorization\"));\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"deepseek-v4-flash\", body.get(\"model\"));\n        assertEquals(false, body.get(\"stream\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Applies base URL, endpoint path, and structured-output overrides\")\n    void createAppliesEndpointAndStructuredOutputOverrides() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        ModelCreationContext context =\n                ModelCreationContext.builder()\n                        .apiKey(\"test-deepseek-key\")\n                        .baseUrl(\"https://deepseek.example.com\")\n                        .endpointPath(\"/custom/chat\")\n                        .stream(false)\n                        .enableThinking(false)\n                        .component(HttpTransport.class, transport)\n                        .option(\"nativeStructuredOutput\", true)\n                        .option(\"nativeStructuredOutputWithTools\", true)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        assertTrue(model.supportsNativeStructuredOutput());\n        assertTrue(model.supportsNativeStructuredOutputWithTools());\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        assertEquals(\"https://deepseek.example.com/custom/chat\", transport.request.getUrl());\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Rejects invalid advanced option types\")\n    void createRejectsInvalidAdvancedOptionTypes() {\n        DeepSeekModelProvider provider = new DeepSeekModelProvider();\n\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"contextWindowSize\", \"large\")\n                                        .build()));\n        assertThrows(\n                IllegalArgumentException.class,\n                () ->\n                        provider.create(\n                                \"deepseek:deepseek-v4-flash\",\n                                ModelCreationContext.builder()\n                                        .apiKey(\"test-deepseek-key\")\n                                        .option(\"nativeStructuredOutput\", \"true\")\n                                        .build()));\n    }\n\n    @Test\n    @DisplayName(\"Keeps reasoning_effort independent from thinking\")\n    void generateOptionsControlReasoningEffortIndependentlyFromThinking() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions = GenerateOptions.builder().reasoningEffort(\"high\").build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(\"high\", body.get(\"reasoning_effort\"));\n        assertEquals(Map.of(\"type\", \"enabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows user options to override default thinking\")\n    void userGenerateOptionsCanOverrideDeepSeekThinkingDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        GenerateOptions generateOptions =\n                GenerateOptions.builder()\n                        .additionalBodyParam(\"thinking\", Map.of(\"type\", \"disabled\"))\n                        .build();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .enableThinking(true)\n                        .component(GenerateOptions.class, generateOptions)\n                        .component(HttpTransport.class, transport)\n                        .build();\n\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-pro\", context);\n\n        model.stream(userMessages(), null, null).blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        assertEquals(Map.of(\"type\", \"disabled\"), body.get(\"thinking\"));\n    }\n\n    @Test\n    @DisplayName(\"Allows context formatter to override provider default\")\n    void contextFormatterOverrideTakesPrecedenceOverProviderDefault() throws Exception {\n        CapturingTransport transport = new CapturingTransport();\n        Formatter<OpenAIMessage, OpenAIResponse, OpenAIRequest> formatter =\n                new OpenAIChatFormatter();\n        ModelCreationContext context =\n                ModelCreationContext.builder().apiKey(\"test-deepseek-key\").stream(false)\n                        .component(Formatter.class, formatter)\n                        .component(HttpTransport.class, transport)\n                        .build();\n        OpenAIChatModel model =\n                (OpenAIChatModel)\n                        new DeepSeekModelProvider().create(\"deepseek:deepseek-v4-flash\", context);\n\n        model.stream(\n                        List.of(\n                                Msg.builder()\n                                        .role(MsgRole.SYSTEM)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"System instruction\")\n                                                                .build()))\n                                        .build(),\n                                Msg.builder()\n                                        .role(MsgRole.USER)\n                                        .content(\n                                                List.of(\n                                                        TextBlock.builder()\n                                                                .text(\"Reply with pong\")\n                                                                .build()))\n                                        .build()),\n                        null,\n                        null)\n                .blockLast();\n\n        Map<String, Object> body = parseBody(transport.request.getBody());\n        @SuppressWarnings(\"unchecked\")\n        List<Map<String, Object>> messages = (List<Map<String, Object>>) body.get(\"messages\");\n        assertEquals(\"system\", messages.get(0).get(\"role\"));\n    }\n\n    @Test\n    @DisplayName(\"Registers through ServiceLoader\")\n    void modelRegistryFindsDeepSeekProviderFromServiceLoader() {\n        assertTrue(ModelRegistry.canResolve(\"deepseek:deepseek-v4-flash\"));\n    }\n\n    private static List<Msg> userMessages() {\n        return List.of(\n                Msg.builder()\n                        .role(MsgRole.USER)\n                        .content(List.of(TextBlock.builder().text(\"Reply with pong\").build()))\n                        .build());\n    }\n\n    private static Map<String, Object> parseBody(String body) throws Exception {\n        return MAPPER.readValue(body, new TypeReference<Map<String, Object>>() {});\n    }\n\n    private static final class CapturingTransport implements HttpTransport {\n        private HttpRequest request;\n\n        @Override\n        public HttpResponse execute(HttpRequest request) {\n            this.request = request;\n            return HttpResponse.builder()\n                    .statusCode(200)\n                    .body(\n                            \"\"\"\n                            {\n                              \"id\": \"deepseek-test\",\n                              \"object\": \"chat.completion\",\n                              \"created\": 1,\n                              \"model\": \"deepseek-v4-flash\",\n                              \"choices\": [{\n                                \"index\": 0,\n                                \"message\": {\n                                  \"role\": \"assistant\",\n                                  \"content\": \"pong\"\n                                },\n                                \"finish_reason\": \"stop\"\n                              }],\n                              \"usage\": {\n                                \"prompt_tokens\": 1,\n                                \"completion_tokens\": 1,\n                                \"total_tokens\": 2\n                              }\n                            }\n                            \"\"\")\n                    .build();\n        }\n\n        @Override\n        public Flux<String> stream(HttpRequest request) {\n            this.request = request;\n            return Flux.empty();\n        }\n\n        @Override\n        public void close() {}\n    }\n}\n"}}, "agentscope-core/src/main/java/io/agentscope/core/credential/DeepSeekCredential.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785746105.6582396, "n": 3648, "h": "0d9878289be33546", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.credential;\n\nimport com.fasterxml.jackson.annotation.JsonCreator;\nimport com.fasterxml.jackson.annotation.JsonIgnoreProperties;\nimport com.fasterxml.jackson.annotation.JsonProperty;\nimport com.fasterxml.jackson.annotation.JsonPropertyOrder;\nimport io.agentscope.core.model.ChatModelBase;\nimport java.util.Objects;\n\n/**\n * Credential for the DeepSeek API.\n *\n * <p>No {@code DeepSeekChatModel} class ships in agentscope-core yet, so {@link\n * #getChatModelClass()} throws {@link UnsupportedOperationException}. The credential itself\n * (id/api-key/base-url) round-trips through JSON for storage compatibility.\n */\n@JsonIgnoreProperties(ignoreUnknown = true)\n@JsonPropertyOrder({\"id\", \"type\", \"api_key\", \"base_url\"})\npublic final class DeepSeekCredential extends CredentialBase {\n\n    public static final String TYPE = \"deepseek_credential\";\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private final String apiKey;\n    private final String baseUrl;\n\n    private DeepSeekCredential(String id, String apiKey, String baseUrl) {\n        super(id);\n        this.apiKey = Objects.requireNonNull(apiKey, \"apiKey must not be null\");\n        this.baseUrl = baseUrl == null ? DEFAULT_BASE_URL : baseUrl;\n    }\n\n    @JsonCreator\n    static DeepSeekCredential fromJson(\n            @JsonProperty(\"id\") String id,\n            @JsonProperty(\"api_key\") String apiKey,\n            @JsonProperty(\"base_url\") String baseUrl) {\n        return new DeepSeekCredential(id, apiKey, baseUrl);\n    }\n\n    @JsonProperty(\"type\")\n    public String getType() {\n        return TYPE;\n    }\n\n    @JsonProperty(\"api_key\")\n    public String getApiKey() {\n        return apiKey;\n    }\n\n    @JsonProperty(\"base_url\")\n    public String getBaseUrl() {\n        return baseUrl;\n    }\n\n    @Override\n    public Class<? extends ChatModelBase> getChatModelClass() {\n        throw new UnsupportedOperationException(\n                \"DeepSeekChatModel is not implemented in agentscope-core yet.\"\n                        + \" Use io.agentscope.extensions.model.openai.OpenAIChatModel against the\"\n                        + \" DeepSeek base URL instead.\");\n    }\n\n    @Override\n    public String toString() {\n        return \"DeepSeekCredential{id=\" + getId() + \", baseUrl=\" + baseUrl + \", apiKey=***}\";\n    }\n\n    public static Builder builder() {\n        return new Builder();\n    }\n\n    public static final class Builder {\n        private String id;\n        private String apiKey;\n        private String baseUrl;\n\n        private Builder() {}\n\n        public Builder id(String id) {\n            this.id = id;\n            return this;\n        }\n\n        public Builder apiKey(String apiKey) {\n            this.apiKey = apiKey;\n            return this;\n        }\n\n        public Builder baseUrl(String baseUrl) {\n            this.baseUrl = baseUrl;\n            return this;\n        }\n\n        public DeepSeekCredential build() {\n            return new DeepSeekCredential(id, apiKey, baseUrl);\n        }\n    }\n}\n"}, "7f18ce50ab9e5048f6d4be72809c9bb1e3e6dd59": {"t": 1785755445.8496945, "n": 3648, "h": "0d9878289be33546", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.credential;\n\nimport com.fasterxml.jackson.annotation.JsonCreator;\nimport com.fasterxml.jackson.annotation.JsonIgnoreProperties;\nimport com.fasterxml.jackson.annotation.JsonProperty;\nimport com.fasterxml.jackson.annotation.JsonPropertyOrder;\nimport io.agentscope.core.model.ChatModelBase;\nimport java.util.Objects;\n\n/**\n * Credential for the DeepSeek API.\n *\n * <p>No {@code DeepSeekChatModel} class ships in agentscope-core yet, so {@link\n * #getChatModelClass()} throws {@link UnsupportedOperationException}. The credential itself\n * (id/api-key/base-url) round-trips through JSON for storage compatibility.\n */\n@JsonIgnoreProperties(ignoreUnknown = true)\n@JsonPropertyOrder({\"id\", \"type\", \"api_key\", \"base_url\"})\npublic final class DeepSeekCredential extends CredentialBase {\n\n    public static final String TYPE = \"deepseek_credential\";\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private final String apiKey;\n    private final String baseUrl;\n\n    private DeepSeekCredential(String id, String apiKey, String baseUrl) {\n        super(id);\n        this.apiKey = Objects.requireNonNull(apiKey, \"apiKey must not be null\");\n        this.baseUrl = baseUrl == null ? DEFAULT_BASE_URL : baseUrl;\n    }\n\n    @JsonCreator\n    static DeepSeekCredential fromJson(\n            @JsonProperty(\"id\") String id,\n            @JsonProperty(\"api_key\") String apiKey,\n            @JsonProperty(\"base_url\") String baseUrl) {\n        return new DeepSeekCredential(id, apiKey, baseUrl);\n    }\n\n    @JsonProperty(\"type\")\n    public String getType() {\n        return TYPE;\n    }\n\n    @JsonProperty(\"api_key\")\n    public String getApiKey() {\n        return apiKey;\n    }\n\n    @JsonProperty(\"base_url\")\n    public String getBaseUrl() {\n        return baseUrl;\n    }\n\n    @Override\n    public Class<? extends ChatModelBase> getChatModelClass() {\n        throw new UnsupportedOperationException(\n                \"DeepSeekChatModel is not implemented in agentscope-core yet.\"\n                        + \" Use io.agentscope.extensions.model.openai.OpenAIChatModel against the\"\n                        + \" DeepSeek base URL instead.\");\n    }\n\n    @Override\n    public String toString() {\n        return \"DeepSeekCredential{id=\" + getId() + \", baseUrl=\" + baseUrl + \", apiKey=***}\";\n    }\n\n    public static Builder builder() {\n        return new Builder();\n    }\n\n    public static final class Builder {\n        private String id;\n        private String apiKey;\n        private String baseUrl;\n\n        private Builder() {}\n\n        public Builder id(String id) {\n            this.id = id;\n            return this;\n        }\n\n        public Builder apiKey(String apiKey) {\n            this.apiKey = apiKey;\n            return this;\n        }\n\n        public Builder baseUrl(String baseUrl) {\n            this.baseUrl = baseUrl;\n            return this;\n        }\n\n        public DeepSeekCredential build() {\n            return new DeepSeekCredential(id, apiKey, baseUrl);\n        }\n    }\n}\n"}, "dc30978808c72308d9762ed972f3d62c5074cd8a": {"t": 1785755447.2798102, "n": 3585, "h": "ab44a9b8bea3b7ad", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.credential;\n\nimport com.fasterxml.jackson.annotation.JsonCreator;\nimport com.fasterxml.jackson.annotation.JsonIgnoreProperties;\nimport com.fasterxml.jackson.annotation.JsonProperty;\nimport com.fasterxml.jackson.annotation.JsonPropertyOrder;\nimport io.agentscope.core.model.ChatModelBase;\nimport java.util.Objects;\n\n/**\n * Credential for the DeepSeek API.\n *\n * <p>No {@code DeepSeekChatModel} class ships in agentscope-core yet, so {@link\n * #getChatModelClass()} throws {@link UnsupportedOperationException}. The credential itself\n * (id/api-key/base-url) round-trips through JSON for storage compatibility.\n */\n@JsonIgnoreProperties(ignoreUnknown = true)\n@JsonPropertyOrder({\"id\", \"type\", \"api_key\", \"base_url\"})\npublic final class DeepSeekCredential extends CredentialBase {\n\n    public static final String TYPE = \"deepseek_credential\";\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private final String apiKey;\n    private final String baseUrl;\n\n    private DeepSeekCredential(String id, String apiKey, String baseUrl) {\n        super(id);\n        this.apiKey = Objects.requireNonNull(apiKey, \"apiKey must not be null\");\n        this.baseUrl = baseUrl == null ? DEFAULT_BASE_URL : baseUrl;\n    }\n\n    @JsonCreator\n    static DeepSeekCredential fromJson(\n            @JsonProperty(\"id\") String id,\n            @JsonProperty(\"api_key\") String apiKey,\n            @JsonProperty(\"base_url\") String baseUrl) {\n        return new DeepSeekCredential(id, apiKey, baseUrl);\n    }\n\n    @JsonProperty(\"type\")\n    public String getType() {\n        return TYPE;\n    }\n\n    @JsonProperty(\"api_key\")\n    public String getApiKey() {\n        return apiKey;\n    }\n\n    @JsonProperty(\"base_url\")\n    public String getBaseUrl() {\n        return baseUrl;\n    }\n\n    @Override\n    public Class<? extends ChatModelBase> getChatModelClass() {\n        throw new UnsupportedOperationException(\n                \"DeepSeekChatModel is not implemented in agentscope-core yet.\"\n                        + \" Use the OpenAIChatModel against the DeepSeek base URL instead.\");\n    }\n\n    @Override\n    public String toString() {\n        return \"DeepSeekCredential{id=\" + getId() + \", baseUrl=\" + baseUrl + \", apiKey=***}\";\n    }\n\n    public static Builder builder() {\n        return new Builder();\n    }\n\n    public static final class Builder {\n        private String id;\n        private String apiKey;\n        private String baseUrl;\n\n        private Builder() {}\n\n        public Builder id(String id) {\n            this.id = id;\n            return this;\n        }\n\n        public Builder apiKey(String apiKey) {\n            this.apiKey = apiKey;\n            return this;\n        }\n\n        public Builder baseUrl(String baseUrl) {\n            this.baseUrl = baseUrl;\n            return this;\n        }\n\n        public DeepSeekCredential build() {\n            return new DeepSeekCredential(id, apiKey, baseUrl);\n        }\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067582.0871792, "n": 3648, "h": "0d9878289be33546", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.credential;\n\nimport com.fasterxml.jackson.annotation.JsonCreator;\nimport com.fasterxml.jackson.annotation.JsonIgnoreProperties;\nimport com.fasterxml.jackson.annotation.JsonProperty;\nimport com.fasterxml.jackson.annotation.JsonPropertyOrder;\nimport io.agentscope.core.model.ChatModelBase;\nimport java.util.Objects;\n\n/**\n * Credential for the DeepSeek API.\n *\n * <p>No {@code DeepSeekChatModel} class ships in agentscope-core yet, so {@link\n * #getChatModelClass()} throws {@link UnsupportedOperationException}. The credential itself\n * (id/api-key/base-url) round-trips through JSON for storage compatibility.\n */\n@JsonIgnoreProperties(ignoreUnknown = true)\n@JsonPropertyOrder({\"id\", \"type\", \"api_key\", \"base_url\"})\npublic final class DeepSeekCredential extends CredentialBase {\n\n    public static final String TYPE = \"deepseek_credential\";\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private final String apiKey;\n    private final String baseUrl;\n\n    private DeepSeekCredential(String id, String apiKey, String baseUrl) {\n        super(id);\n        this.apiKey = Objects.requireNonNull(apiKey, \"apiKey must not be null\");\n        this.baseUrl = baseUrl == null ? DEFAULT_BASE_URL : baseUrl;\n    }\n\n    @JsonCreator\n    static DeepSeekCredential fromJson(\n            @JsonProperty(\"id\") String id,\n            @JsonProperty(\"api_key\") String apiKey,\n            @JsonProperty(\"base_url\") String baseUrl) {\n        return new DeepSeekCredential(id, apiKey, baseUrl);\n    }\n\n    @JsonProperty(\"type\")\n    public String getType() {\n        return TYPE;\n    }\n\n    @JsonProperty(\"api_key\")\n    public String getApiKey() {\n        return apiKey;\n    }\n\n    @JsonProperty(\"base_url\")\n    public String getBaseUrl() {\n        return baseUrl;\n    }\n\n    @Override\n    public Class<? extends ChatModelBase> getChatModelClass() {\n        throw new UnsupportedOperationException(\n                \"DeepSeekChatModel is not implemented in agentscope-core yet.\"\n                        + \" Use io.agentscope.extensions.model.openai.OpenAIChatModel against the\"\n                        + \" DeepSeek base URL instead.\");\n    }\n\n    @Override\n    public String toString() {\n        return \"DeepSeekCredential{id=\" + getId() + \", baseUrl=\" + baseUrl + \", apiKey=***}\";\n    }\n\n    public static Builder builder() {\n        return new Builder();\n    }\n\n    public static final class Builder {\n        private String id;\n        private String apiKey;\n        private String baseUrl;\n\n        private Builder() {}\n\n        public Builder id(String id) {\n            this.id = id;\n            return this;\n        }\n\n        public Builder apiKey(String apiKey) {\n            this.apiKey = apiKey;\n            return this;\n        }\n\n        public Builder baseUrl(String baseUrl) {\n            this.baseUrl = baseUrl;\n            return this;\n        }\n\n        public DeepSeekCredential build() {\n            return new DeepSeekCredential(id, apiKey, baseUrl);\n        }\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068377.0512295, "n": 3648, "h": "0d9878289be33546", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.core.credential;\n\nimport com.fasterxml.jackson.annotation.JsonCreator;\nimport com.fasterxml.jackson.annotation.JsonIgnoreProperties;\nimport com.fasterxml.jackson.annotation.JsonProperty;\nimport com.fasterxml.jackson.annotation.JsonPropertyOrder;\nimport io.agentscope.core.model.ChatModelBase;\nimport java.util.Objects;\n\n/**\n * Credential for the DeepSeek API.\n *\n * <p>No {@code DeepSeekChatModel} class ships in agentscope-core yet, so {@link\n * #getChatModelClass()} throws {@link UnsupportedOperationException}. The credential itself\n * (id/api-key/base-url) round-trips through JSON for storage compatibility.\n */\n@JsonIgnoreProperties(ignoreUnknown = true)\n@JsonPropertyOrder({\"id\", \"type\", \"api_key\", \"base_url\"})\npublic final class DeepSeekCredential extends CredentialBase {\n\n    public static final String TYPE = \"deepseek_credential\";\n\n    public static final String DEFAULT_BASE_URL = \"https://api.deepseek.com\";\n\n    private final String apiKey;\n    private final String baseUrl;\n\n    private DeepSeekCredential(String id, String apiKey, String baseUrl) {\n        super(id);\n        this.apiKey = Objects.requireNonNull(apiKey, \"apiKey must not be null\");\n        this.baseUrl = baseUrl == null ? DEFAULT_BASE_URL : baseUrl;\n    }\n\n    @JsonCreator\n    static DeepSeekCredential fromJson(\n            @JsonProperty(\"id\") String id,\n            @JsonProperty(\"api_key\") String apiKey,\n            @JsonProperty(\"base_url\") String baseUrl) {\n        return new DeepSeekCredential(id, apiKey, baseUrl);\n    }\n\n    @JsonProperty(\"type\")\n    public String getType() {\n        return TYPE;\n    }\n\n    @JsonProperty(\"api_key\")\n    public String getApiKey() {\n        return apiKey;\n    }\n\n    @JsonProperty(\"base_url\")\n    public String getBaseUrl() {\n        return baseUrl;\n    }\n\n    @Override\n    public Class<? extends ChatModelBase> getChatModelClass() {\n        throw new UnsupportedOperationException(\n                \"DeepSeekChatModel is not implemented in agentscope-core yet.\"\n                        + \" Use io.agentscope.extensions.model.openai.OpenAIChatModel against the\"\n                        + \" DeepSeek base URL instead.\");\n    }\n\n    @Override\n    public String toString() {\n        return \"DeepSeekCredential{id=\" + getId() + \", baseUrl=\" + baseUrl + \", apiKey=***}\";\n    }\n\n    public static Builder builder() {\n        return new Builder();\n    }\n\n    public static final class Builder {\n        private String id;\n        private String apiKey;\n        private String baseUrl;\n\n        private Builder() {}\n\n        public Builder id(String id) {\n            this.id = id;\n            return this;\n        }\n\n        public Builder apiKey(String apiKey) {\n            this.apiKey = apiKey;\n            return this;\n        }\n\n        public Builder baseUrl(String baseUrl) {\n            this.baseUrl = baseUrl;\n            return this;\n        }\n\n        public DeepSeekCredential build() {\n            return new DeepSeekCredential(id, apiKey, baseUrl);\n        }\n    }\n}\n"}}, "agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-openai/src/main/java/io/agentscope/extensions/model/openai/formatter/DeepSeekMultiAgentFormatter.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785746117.4517128, "n": 3608, "h": "c274a1a080d492d9", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n *\n * @deprecated use {@link io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter}.\n */\n@Deprecated\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "74db7572f20f07f05439a0e1b0d6992f9f7c6a38": {"t": 1785755445.378143, "n": 3608, "h": "c274a1a080d492d9", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n *\n * @deprecated use {@link io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter}.\n */\n@Deprecated\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "2c929ffa5abf5e045b87c5876a4a27861f9d205d": {"t": 1785755447.034383, "n": 3483, "h": "507bd1542010afed", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "59c5cf7c67362bc2bc078f5e7904730352bf715f": {"t": 1785755448.4836988, "n": 3540, "h": "845c7e2050d00b4f", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>System messages converted to user messages</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067586.9009535, "n": 3608, "h": "c274a1a080d492d9", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n *\n * @deprecated use {@link io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter}.\n */\n@Deprecated\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068378.4657676, "n": 3608, "h": "c274a1a080d492d9", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.formatter;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models.\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>No name field in messages (returns HTTP 400 if present)</li>\n *   <li>Does NOT support strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-chat\")\n *     .baseUrl(\"https://api.deepseek.com/v1\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n *\n * @deprecated use {@link io.agentscope.extensions.model.openai.compat.deepseek.DeepSeekMultiAgentFormatter}.\n */\n@Deprecated\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}}, "agentscope-extensions/agentscope-extensions-model/agentscope-extensions-model-openai/src/main/java/io/agentscope/extensions/model/openai/compat/deepseek/DeepSeekMultiAgentFormatter.java": {"ef06c7ac978d7c61b173e47a57b8772b1dd5f216": {"t": 1785746134.4522555, "n": 3594, "h": "09a225d093476ab6", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIMultiAgentFormatter;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models (deepseek-v4-flash, deepseek-v4-pro).\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>System/user/assistant {@code name} fields are allowed</li>\n *   <li>Omits strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-v4-pro\")\n *     .baseUrl(\"https://api.deepseek.com\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "74db7572f20f07f05439a0e1b0d6992f9f7c6a38": {"t": 1785755439.4700792, "n": 3594, "h": "09a225d093476ab6", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIMultiAgentFormatter;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models (deepseek-v4-flash, deepseek-v4-pro).\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>System/user/assistant {@code name} fields are allowed</li>\n *   <li>Omits strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-v4-pro\")\n *     .baseUrl(\"https://api.deepseek.com\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "702461070ddcab29dae7c7a2b130e323a106d020": {"t": 1786067595.752852, "n": 3594, "h": "09a225d093476ab6", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIMultiAgentFormatter;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models (deepseek-v4-flash, deepseek-v4-pro).\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>System/user/assistant {@code name} fields are allowed</li>\n *   <li>Omits strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-v4-pro\")\n *     .baseUrl(\"https://api.deepseek.com\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}, "9cbac4ce574183274c37b5132ce453ffcaeafb74": {"t": 1786068379.2098303, "n": 3594, "h": "09a225d093476ab6", "c": "/*\n * Copyright 2024-2026 the original author or authors.\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *      http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\npackage io.agentscope.extensions.model.openai.compat.deepseek;\n\nimport io.agentscope.core.message.Msg;\nimport io.agentscope.extensions.model.openai.dto.OpenAIMessage;\nimport io.agentscope.extensions.model.openai.formatter.OpenAIMultiAgentFormatter;\nimport java.util.List;\n\n/**\n * Multi-agent formatter for DeepSeek Chat models (deepseek-v4-flash, deepseek-v4-pro).\n *\n * <p>This formatter extends {@link OpenAIMultiAgentFormatter} with DeepSeek-specific handling:\n * <ul>\n *   <li>System/user/assistant {@code name} fields are allowed</li>\n *   <li>Omits strict parameter in tool definitions</li>\n *   <li>reasoning_content handling for thinking mode</li>\n * </ul>\n *\n * <p>Usage:\n * <pre>{@code\n * OpenAIChatModel.builder()\n *     .formatter(new DeepSeekMultiAgentFormatter())\n *     .modelName(\"deepseek-v4-pro\")\n *     .baseUrl(\"https://api.deepseek.com\")\n *     .apiKey(apiKey)\n *     .build();\n * }</pre>\n */\npublic class DeepSeekMultiAgentFormatter extends OpenAIMultiAgentFormatter {\n\n    private final boolean appendEmptyUserIfEndsWithAssistant;\n\n    public DeepSeekMultiAgentFormatter() {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    public DeepSeekMultiAgentFormatter(String conversationHistoryPrompt) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = false;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with optional empty user message appending.\n     *\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(boolean appendEmptyUserIfEndsWithAssistant) {\n        super();\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    /**\n     * Create a DeepSeek multi-agent formatter with custom conversation history prompt and optional\n     * empty user message appending.\n     *\n     * @param conversationHistoryPrompt custom prompt for conversation history\n     * @param appendEmptyUserIfEndsWithAssistant if true, append an empty user message when the\n     *     conversation ends with an assistant message to avoid API errors\n     */\n    public DeepSeekMultiAgentFormatter(\n            String conversationHistoryPrompt, boolean appendEmptyUserIfEndsWithAssistant) {\n        super(conversationHistoryPrompt);\n        this.appendEmptyUserIfEndsWithAssistant = appendEmptyUserIfEndsWithAssistant;\n    }\n\n    @Override\n    protected List<OpenAIMessage> doFormat(List<Msg> msgs) {\n        List<OpenAIMessage> messages = super.doFormat(msgs);\n        messages = DeepSeekFormatter.applyDeepSeekFixes(messages);\n        if (appendEmptyUserIfEndsWithAssistant) {\n            messages = DeepSeekFormatter.appendEmptyUserIfNeeded(messages);\n        }\n        return messages;\n    }\n\n    @Override\n    protected boolean supportsStrict() {\n        return false;\n    }\n}\n"}}}}