Nineya|java/go/python

Spring-ai Anthropic streaming error: NullPointerException

Bug descriptionNullPointerException happens during anthropic streamingAggregation Errorjava.lang.NullPointerException: C...

Spring-ai Milvus VectorStore Bean injection demo out of date

@Bean public VectorStore vectorStore(MilvusServiceClient milvusClient, EmbeddingModel embeddingModel) { Milvus...

Spring-ai Cohere embeddings in milestone 4 release

Bug descriptionUsing the model name as cohere.embed-english-v3 fails when using milestone 4 with an upstream error in Be...

Spring-ai Support similarity scores in Document API

Document* Introduced “score” attribute in Document API. It stores the similarity score.* Consolidate “distance” metadata...

Spring-ai Fixed the incorrect @ConditionalOnClass condition in SpringAiRetryAutoConfiguration

fix https://github.com/spring-projects/spring-ai/issues/1622Comment From: markpollackThis condition will always be true....

Spring-ai How does zhipu ai embeddings model support dimensions parameters

Please do a quick search on GitHub issues first, there might be already a duplicate issue for the one you are about to c...

Spring-ai Add support for Solar AI models

Hello,I have added a Solar model client. Solar is an LLM and embedding model from Upstage, a company based in South Kore...

Spring AI Are Document objects supposed to be immutable?

The Document class contains only final fields (except "embeddings" which is about to be removed). However, the media (co...

Spring AI Support structured output in Azure OpenAI as well

Hi there,Microsoft has added support for structured output in Azure AI OpenAI SDK beta 1.0.0-beta12. It's pretty similar...

Spring-ai PromptTemplate throwing "The template string is not valid" when using Structured Output unless escaped

Bug descriptionI have the following code... private final BeanOutputConverter<TransactionRecord> transaction...

Spring-ai RedisVectorStore : add configuration elements for schema description, disabling the TEXT index of the content_text

Expected Behavioradd properties to define schema outside of the TEXT and VECTOR that are created by default.add properti...

Spring-ai Update openai-embeddings.adoc

update azure openai to openaiThank you for taking time to contribute this pull request!You might have already read the [...

Spring-ai Prompt-time filter expressions for RetrievalAugmentationAdvisor/VectorStoreDocumentRetriever

As RetrievalAugmentationAdvisor is expected to replace QuestionAnswerAdvisor, it should also support FILTER_EXPRESSION t...

Spring AI Address proper Boot property management for FunctionCallback interface

Options are either users provide FunctionCallback implementations in the application, or we split the current FunctionCa...

Spring-ai Documentation: Update constructor call

On https://docs.spring.io/spring-ai/reference/api/chat/ollama-chat.html#_function_calling the constructor call is not va...

Spring-ai Modular RAG - Part 2

This is part 2 of the Modular RAG solution started in https://github.com/spring-projects/spring-ai/issues/1603The scope ...

Spring-ai Fix Incorrect Image Path and Broken xref Links in Documentation

ProblemIncorrect Image Path in Spring-AI-docsThe image reference image::spring_ai_logo_with_text.svg is not resolving co...

Spring-ai Would Refactoring Long Methods in Bedrock Converse API Be Acceptable?

I’ve been a regular and enthusiastic user of Spring AI, and I’ve always appreciated its capabilities. When I previously ...

Spring-ai About Chat Memory’s message management strategy and other storage implementations

Hi community, I would like to ask, regarding Chat Memory, is the community ready to implement some other storage methods...

Spring-ai Support Independent Configuration of Embedding and Rerank Models from Vendors like Voyage, Cohere, Jina, and BGE in RAG Applications

In the application of RAG, embedding and rerank models are just as important as LLMs. Currently, the most effective opti...

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