diff --git a/application/pom.xml b/application/pom.xml
index 33bc0972d4..0413f7732c 100644
--- a/application/pom.xml
+++ b/application/pom.xml
@@ -419,6 +419,10 @@
+
+ dev.langchain4j
+ langchain4j-ollama
+
diff --git a/application/src/main/java/org/thingsboard/server/service/ai/Langchain4jChatModelConfigurerImpl.java b/application/src/main/java/org/thingsboard/server/service/ai/Langchain4jChatModelConfigurerImpl.java
index 69dd98f47f..7008e866f4 100644
--- a/application/src/main/java/org/thingsboard/server/service/ai/Langchain4jChatModelConfigurerImpl.java
+++ b/application/src/main/java/org/thingsboard/server/service/ai/Langchain4jChatModelConfigurerImpl.java
@@ -32,6 +32,7 @@ import dev.langchain4j.model.chat.request.ChatRequestParameters;
import dev.langchain4j.model.github.GitHubModelsChatModel;
import dev.langchain4j.model.googleai.GoogleAiGeminiChatModel;
import dev.langchain4j.model.mistralai.MistralAiChatModel;
+import dev.langchain4j.model.ollama.OllamaChatModel;
import dev.langchain4j.model.openai.OpenAiChatModel;
import dev.langchain4j.model.vertexai.gemini.VertexAiGeminiChatModel;
import org.springframework.stereotype.Component;
@@ -43,6 +44,7 @@ import org.thingsboard.server.common.data.ai.model.chat.GoogleAiGeminiChatModelC
import org.thingsboard.server.common.data.ai.model.chat.GoogleVertexAiGeminiChatModelConfig;
import org.thingsboard.server.common.data.ai.model.chat.Langchain4jChatModelConfigurer;
import org.thingsboard.server.common.data.ai.model.chat.MistralAiChatModelConfig;
+import org.thingsboard.server.common.data.ai.model.chat.OllamaChatModelConfig;
import org.thingsboard.server.common.data.ai.model.chat.OpenAiChatModelConfig;
import org.thingsboard.server.common.data.ai.provider.AmazonBedrockProviderConfig;
import org.thingsboard.server.common.data.ai.provider.AzureOpenAiProviderConfig;
@@ -262,6 +264,20 @@ class Langchain4jChatModelConfigurerImpl implements Langchain4jChatModelConfigur
.build();
}
+ @Override
+ public ChatModel configureChatModel(OllamaChatModelConfig chatModelConfig) {
+ return OllamaChatModel.builder()
+ .baseUrl(chatModelConfig.providerConfig().baseUrl())
+ .modelName(chatModelConfig.modelId())
+ .temperature(chatModelConfig.temperature())
+ .topP(chatModelConfig.topP())
+ .topK(chatModelConfig.topK())
+ .numPredict(chatModelConfig.maxOutputTokens())
+ .timeout(toDuration(chatModelConfig.timeoutSeconds()))
+ .maxRetries(chatModelConfig.maxRetries())
+ .build();
+ }
+
private static Duration toDuration(Integer timeoutSeconds) {
return timeoutSeconds != null ? Duration.ofSeconds(timeoutSeconds) : null;
}
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/dto/TbChatResponse.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/dto/TbChatResponse.java
index 2cc17e4553..73e6557fb5 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/dto/TbChatResponse.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/dto/TbChatResponse.java
@@ -22,7 +22,7 @@ import io.swagger.v3.oas.annotations.media.Schema;
@JsonTypeInfo(
use = JsonTypeInfo.Id.NAME,
property = "status",
- include = JsonTypeInfo.As.PROPERTY,
+ include = JsonTypeInfo.As.EXISTING_PROPERTY,
visible = true
)
@JsonSubTypes({
@@ -51,9 +51,7 @@ public sealed interface TbChatResponse permits TbChatResponse.Success, TbChatRes
}
record Failure(
- @Schema(
- description = "A string containing details about the failure"
- )
+ @Schema(description = "A string containing details about the failure")
String errorDetails
) implements TbChatResponse {
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/AiModelConfig.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/AiModelConfig.java
index bfaa29a6e3..f18429e7cf 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/AiModelConfig.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/AiModelConfig.java
@@ -24,6 +24,7 @@ import org.thingsboard.server.common.data.ai.model.chat.GitHubModelsChatModelCon
import org.thingsboard.server.common.data.ai.model.chat.GoogleAiGeminiChatModelConfig;
import org.thingsboard.server.common.data.ai.model.chat.GoogleVertexAiGeminiChatModelConfig;
import org.thingsboard.server.common.data.ai.model.chat.MistralAiChatModelConfig;
+import org.thingsboard.server.common.data.ai.model.chat.OllamaChatModelConfig;
import org.thingsboard.server.common.data.ai.model.chat.OpenAiChatModelConfig;
import org.thingsboard.server.common.data.ai.provider.AiProvider;
import org.thingsboard.server.common.data.ai.provider.AiProviderConfig;
@@ -34,6 +35,7 @@ import org.thingsboard.server.common.data.ai.provider.GitHubModelsProviderConfig
import org.thingsboard.server.common.data.ai.provider.GoogleAiGeminiProviderConfig;
import org.thingsboard.server.common.data.ai.provider.GoogleVertexAiGeminiProviderConfig;
import org.thingsboard.server.common.data.ai.provider.MistralAiProviderConfig;
+import org.thingsboard.server.common.data.ai.provider.OllamaProviderConfig;
import org.thingsboard.server.common.data.ai.provider.OpenAiProviderConfig;
@JsonTypeInfo(
@@ -50,7 +52,8 @@ import org.thingsboard.server.common.data.ai.provider.OpenAiProviderConfig;
@JsonSubTypes.Type(value = MistralAiChatModelConfig.class, name = "MISTRAL_AI"),
@JsonSubTypes.Type(value = AnthropicChatModelConfig.class, name = "ANTHROPIC"),
@JsonSubTypes.Type(value = AmazonBedrockChatModelConfig.class, name = "AMAZON_BEDROCK"),
- @JsonSubTypes.Type(value = GitHubModelsChatModelConfig.class, name = "GITHUB_MODELS")
+ @JsonSubTypes.Type(value = GitHubModelsChatModelConfig.class, name = "GITHUB_MODELS"),
+ @JsonSubTypes.Type(value = OllamaChatModelConfig.class, name = "OLLAMA")
})
public interface AiModelConfig {
@@ -69,7 +72,8 @@ public interface AiModelConfig {
@JsonSubTypes.Type(value = MistralAiProviderConfig.class, name = "MISTRAL_AI"),
@JsonSubTypes.Type(value = AnthropicProviderConfig.class, name = "ANTHROPIC"),
@JsonSubTypes.Type(value = AmazonBedrockProviderConfig.class, name = "AMAZON_BEDROCK"),
- @JsonSubTypes.Type(value = GitHubModelsProviderConfig.class, name = "GITHUB_MODELS")
+ @JsonSubTypes.Type(value = GitHubModelsProviderConfig.class, name = "GITHUB_MODELS"),
+ @JsonSubTypes.Type(value = OllamaProviderConfig.class, name = "OLLAMA")
})
AiProviderConfig providerConfig();
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/AiChatModelConfig.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/AiChatModelConfig.java
index 2bc28cfce0..49126c1861 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/AiChatModelConfig.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/AiChatModelConfig.java
@@ -24,7 +24,7 @@ public sealed interface AiChatModelConfig> extend
permits
OpenAiChatModelConfig, AzureOpenAiChatModelConfig, GoogleAiGeminiChatModelConfig,
GoogleVertexAiGeminiChatModelConfig, MistralAiChatModelConfig, AnthropicChatModelConfig,
- AmazonBedrockChatModelConfig, GitHubModelsChatModelConfig {
+ AmazonBedrockChatModelConfig, GitHubModelsChatModelConfig, OllamaChatModelConfig {
ChatModel configure(Langchain4jChatModelConfigurer configurer);
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/Langchain4jChatModelConfigurer.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/Langchain4jChatModelConfigurer.java
index c9c1bc3173..828256dcdc 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/Langchain4jChatModelConfigurer.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/Langchain4jChatModelConfigurer.java
@@ -35,4 +35,6 @@ public interface Langchain4jChatModelConfigurer {
ChatModel configureChatModel(GitHubModelsChatModelConfig chatModelConfig);
+ ChatModel configureChatModel(OllamaChatModelConfig chatModelConfig);
+
}
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/OllamaChatModelConfig.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/OllamaChatModelConfig.java
new file mode 100644
index 0000000000..360b514d6d
--- /dev/null
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/model/chat/OllamaChatModelConfig.java
@@ -0,0 +1,57 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.ai.model.chat;
+
+import dev.langchain4j.model.chat.ChatModel;
+import jakarta.validation.Valid;
+import jakarta.validation.constraints.Max;
+import jakarta.validation.constraints.NotBlank;
+import jakarta.validation.constraints.NotNull;
+import jakarta.validation.constraints.Positive;
+import jakarta.validation.constraints.PositiveOrZero;
+import lombok.Builder;
+import lombok.With;
+import org.thingsboard.server.common.data.ai.provider.AiProvider;
+import org.thingsboard.server.common.data.ai.provider.OllamaProviderConfig;
+
+@Builder
+public record OllamaChatModelConfig(
+ @NotNull @Valid OllamaProviderConfig providerConfig,
+ @NotBlank String modelId,
+ @PositiveOrZero Double temperature,
+ @Positive @Max(1) Double topP,
+ @PositiveOrZero Integer topK,
+ @Positive Integer maxOutputTokens,
+ @With @Positive Integer timeoutSeconds,
+ @With @PositiveOrZero Integer maxRetries
+) implements AiChatModelConfig {
+
+ @Override
+ public AiProvider provider() {
+ return AiProvider.OLLAMA;
+ }
+
+ @Override
+ public ChatModel configure(Langchain4jChatModelConfigurer configurer) {
+ return configurer.configureChatModel(this);
+ }
+
+ @Override
+ public boolean supportsJsonMode() {
+ return true;
+ }
+
+}
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProvider.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProvider.java
index d0a5bd0510..a9a6af4de8 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProvider.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProvider.java
@@ -24,6 +24,7 @@ public enum AiProvider {
MISTRAL_AI,
ANTHROPIC,
AMAZON_BEDROCK,
- GITHUB_MODELS
+ GITHUB_MODELS,
+ OLLAMA
}
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProviderConfig.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProviderConfig.java
index bd32c88efb..5423b24410 100644
--- a/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProviderConfig.java
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/AiProviderConfig.java
@@ -19,4 +19,4 @@ public sealed interface AiProviderConfig
permits
OpenAiProviderConfig, AzureOpenAiProviderConfig, GoogleAiGeminiProviderConfig,
GoogleVertexAiGeminiProviderConfig, MistralAiProviderConfig, AnthropicProviderConfig,
- AmazonBedrockProviderConfig, GitHubModelsProviderConfig {}
+ AmazonBedrockProviderConfig, GitHubModelsProviderConfig, OllamaProviderConfig {}
diff --git a/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/OllamaProviderConfig.java b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/OllamaProviderConfig.java
new file mode 100644
index 0000000000..fc0a2d6fd8
--- /dev/null
+++ b/common/data/src/main/java/org/thingsboard/server/common/data/ai/provider/OllamaProviderConfig.java
@@ -0,0 +1,22 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.ai.provider;
+
+import jakarta.validation.constraints.NotBlank;
+
+public record OllamaProviderConfig(
+ @NotBlank String baseUrl
+) implements AiProviderConfig {}
diff --git a/rule-engine/rule-engine-components/src/main/java/org/thingsboard/rule/engine/ai/TbResponseFormat.java b/rule-engine/rule-engine-components/src/main/java/org/thingsboard/rule/engine/ai/TbResponseFormat.java
index 5c891a9c74..5107e613a4 100644
--- a/rule-engine/rule-engine-components/src/main/java/org/thingsboard/rule/engine/ai/TbResponseFormat.java
+++ b/rule-engine/rule-engine-components/src/main/java/org/thingsboard/rule/engine/ai/TbResponseFormat.java
@@ -60,9 +60,7 @@ public sealed interface TbResponseFormat permits TbTextResponseFormat, TbJsonRes
@Override
public ResponseFormat toLangChainResponseFormat() {
- return ResponseFormat.builder()
- .type(ResponseFormatType.TEXT)
- .build();
+ return ResponseFormat.TEXT;
}
}
@@ -76,9 +74,7 @@ public sealed interface TbResponseFormat permits TbTextResponseFormat, TbJsonRes
@Override
public ResponseFormat toLangChainResponseFormat() {
- return ResponseFormat.builder()
- .type(ResponseFormatType.JSON)
- .build();
+ return ResponseFormat.JSON;
}
}
diff --git a/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.html b/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.html
index 5f9c189399..1a3c2bf181 100644
--- a/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.html
+++ b/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.html
@@ -150,6 +150,15 @@
}
+ @if (providerFieldsList.includes('baseUrl')) {
+
+ ai-models.baseurl
+
+
+ {{ 'ai-models.baseurl-required' | translate }}
+
+
+ }
diff --git a/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.ts b/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.ts
index c459d66f12..e6490cd84d 100644
--- a/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.ts
+++ b/ui-ngx/src/app/modules/home/components/ai-model/ai-model-dialog.component.ts
@@ -100,6 +100,7 @@ export class AIModelDialogComponent extends DialogComponent, 'label'>, HasTenantId
region?: string;
accessKeyId?: string;
secretAccessKey?: string;
+ baseUrl?: string;
};
modelId: string;
temperature?: number;
@@ -57,7 +58,8 @@ export enum AiProvider {
MISTRAL_AI = 'MISTRAL_AI',
ANTHROPIC = 'ANTHROPIC',
AMAZON_BEDROCK = 'AMAZON_BEDROCK',
- GITHUB_MODELS = 'GITHUB_MODELS'
+ GITHUB_MODELS = 'GITHUB_MODELS',
+ OLLAMA = 'OLLAMA'
}
export const AiProviderTranslations = new Map(
@@ -69,7 +71,8 @@ export const AiProviderTranslations = new Map(
[AiProvider.MISTRAL_AI , 'ai-models.ai-providers.mistral-ai'],
[AiProvider.ANTHROPIC , 'ai-models.ai-providers.anthropic'],
[AiProvider.AMAZON_BEDROCK , 'ai-models.ai-providers.amazon-bedrock'],
- [AiProvider.GITHUB_MODELS , 'ai-models.ai-providers.github-models']
+ [AiProvider.GITHUB_MODELS , 'ai-models.ai-providers.github-models'],
+ [AiProvider.OLLAMA , 'ai-models.ai-providers.ollama']
]
);
@@ -84,7 +87,8 @@ export const ProviderFieldsAllList = [
'serviceVersion',
'region',
'accessKeyId',
- 'secretAccessKey'
+ 'secretAccessKey',
+ 'baseUrl'
];
export const ModelFieldsAllList = ['temperature', 'topP', 'topK', 'frequencyPenalty', 'presencePenalty', 'maxOutputTokens'];
@@ -191,6 +195,14 @@ export const AiModelMap = new Map