Deploying to the Cloud
| This version is still in development and is not considered stable yet. For the latest stable version, please use Spring AI 2.0.1! |
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Cloud Bindings
Spring AI provides support for cloud bindings based on the foundations in spring-cloud-bindings. This allows applications to specify a binding type for a provider and then express properties using a generic format. The spring-ai cloud bindings will process these properties and bind them to spring-ai native properties.
For example, when using OpenAi, the binding type is openai. Using the property spring.ai.cloud.bindings.openai.enabled, the binding processor can be enabled or disabled. By default, when specifying a binding type, this property will be enabled. Configuration for api-key, uri, username, password, etc. can be specified and spring-ai will map them to the corresponding properties in the supported system.
To enable cloud binding support, include the following dependency in the application.
<dependency>
<groupId>org.springframework.ai</groupId>
<artifactId>spring-ai-spring-cloud-bindings</artifactId>
</dependency>or to your Gradle build.gradle build file.
dependencies {
implementation 'org.springframework.ai:spring-ai-spring-cloud-bindings'
}| Refer to the Dependency Management section to add the Spring AI BOM to your build file. |
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Available Cloud Bindings
The following are the components for which the cloud binding support is currently available in the spring-ai-spring-cloud-bindings module:
| Service Type | Binding Type | Source Properties | Target Properties |
|---|---|---|---|
Chroma Vector Store | chroma | uri, username, password | spring.ai.vectorstore.chroma.client.host, spring.ai.vectorstore.chroma.client.port, spring.ai.vectorstore.chroma.client.username, spring.ai.vectorstore.chroma.client.host.password |
Mistral AI | mistralai | api-key, uri | spring.ai.mistralai.api-key, spring.ai.mistralai.base-url |
Ollama | ollama | uri | spring.ai.ollama.base-url |
OpenAi | openai | api-key, uri | spring.ai.openai.api-key, spring.ai.openai.base-url |
Weaviate | weaviate | uri, api-key | spring.ai.vectorstore.weaviate.scheme, spring.ai.vectorstore.weaviate.host, spring.ai.vectorstore.weaviate.api-key |
Tanzu GenAI | genai | uri, api-key, model-capabilities (chat and embedding), model-name | spring.ai.openai.chat.base-url, spring.ai.openai.chat.api-key, spring.ai.openai.chat.options.model, spring.ai.openai.embedding.base-url, spring.ai.openai.embedding.api-key, spring.ai.openai.embedding.options.model |
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