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An Application Framework for AI Engineering

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I am reaching out to request a new feature that would greatly enhance the flexibility and usability of Spring AI for a wide range of applications, particularly those requiring dynamic...

Elasticsearch Vector Store: https://github.com/spring-projects/spring-ai/tree/main/vector-stores/spring-ai-elasticsearch-store depends on https://github.com/spring-projects/spring-ai/issues/475

documentation
help wanted
vectors store

## Expected Behavior I would like to be able to support multiple indexes or collections for vector data instead of being limited to configuring just one index. For example, in...

- Introduced logic to utilize existing Document embeddings when not empty, avoiding unnecessary calls to embeddingClient.embed. - Ensured immutability of the Document#content field by making it final. - Implemented a...

Created a new `java.time.Duration` read timeout configuration property with sensible default of 1 minute. Introduced at `org.springframework.ai.autoconfigure.openai.OpenAiParentProperties` level so that it can be overriden by more specific configurations. Did a...

model client
client timeouts

Currently, test is disable because in every run the image should be downloaded and then pull the model. Now, taking advantage of Testcontainers and a GHA, a new image is...

testing
CI/CD

Please add Microsoft Entra authentication for Azure: https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#authentication

This pull request introduces an option to skip the execution of `CREATE EXTENSION` within the `PostgresMlEmbeddingClient`. This enhancement is aimed at environments where pgml or the vector extension is already...

model client
testing

https://github.com/rd-1-2022/ai-azure-catalog

https://github.com/Azure-Samples/acme-fitness-store