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An Application Framework for AI Engineering

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Hello, I noticed a list of vector databases on the Spring AI framework page: https://spring.io/projects/spring-ai. I'm excited for MariaDB as they have released their MariaDB vector preview (see [project page](https://mariadb.org/projects/mariadb-vector/)...

I am trying to use embedding API with this code: `List embeddings = embeddingModel.embed(List.of("Hello world", "How are you?"));` Getting: `ai.onnxruntime.OrtException: Supplied array is ragged, expected 4, found 6` Once calling...

When setting the number of data returned by the query large model, the setting of returning the top does not take effect, and 10 data are returned by default. The...

Can Spring AI support the Qwen large language model? And can spring-ai-ollama-spring-boot-starter support function calling?

function calling

Hi, I see following properties to set redis url as part of Spring AI. spring.ai.vectorstore.redis.uri | Server connection URI | redis://localhost:6379 spring.ai.vectorstore.redis.index | Index name | default-index spring.ai.vectorstore.redis.initialize-schema | Whether...

Nomic is very fast and open soruce embedding API. Please add support on spring AI. curl https://api-atlas.nomic.ai/v1/embedding/text \ -H "Authorization: Bearer $NOMIC_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model":...

- Implement CouchbaseVectorStore, including support for filter expression conversion. - Add couchbase vectore store documentation - Add spring boot autoconfig and starter Resolves# https://github.com/spring-projects/spring-ai/issues/938

vector store

**Expected Behavior** I need to get some "session" information inside a `Function` (function call) bean, for example: ```java var sessionId = ....; var chatResponseFlux = chatClient.prompt() .user(message.getContent()) .functions("beanA") .functions(a ->...

function calling
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Please do a quick search on GitHub issues first, there might be already a duplicate issue for the one you are about to create. If the bug is trivial, just...