Spring-ai QuestionAnswerAdvisor should be able to inject the document id and metadata into the prompt.

QuestionAnswerAdvisor only inserts the contents of the Documents into the prompt. It would be helpful to be able to incl...

Spring-ai Fix missing inferenceConfig in ConverseStreamRequest builder

resolve #1917Comment From: tzolovGood catch, thank you @jitokim Comment From: tzolovRebased and merged at 6477c0ccfc028c...

Spring-ai VectorStore interface should be split, with readonly operations becoming a super interface

The VectorStore interfaces covers two things: similarity search and DocumentWriter/add/accept/delete.These are different...

Spring AI PGVector Should not Force UUID on ID column

I am using PGVector to store my vector embeddings and this works fine when fetching. Our vectordb was populated through ...

Spring-ai ExtractedTextFormatter Should Not Rely on System.lineSeparator()

Bug descriptionThe ExtractedTextFormatter class currently uses System.lineSeparator() to determine line breaks when proc...

Spring-ai Fix the aggregation of tokens in metrics taking into account function calls

This was done for Amazon Bedrock Converse but needs to be done for the other all the other models.- [x] AnthropicChatMod...

Spring-ai Vertex AI toolcalling cumulative token usage

Please refer the main epic: https://github.com/spring-projects/spring-ai/issues/1800. This issue tracks the fix for calc...

Spring-ai Refactor SearchRequest builder methods

Deprecate builder methods with the prefix withSince there is a conflicting method named query(String) which returns the ...

Spring-ai Transfer the query when to call the vector store

Please do a quick search on GitHub issues first, the feature you are about to request might have already been requested....

Spring-ai Refine and document initial Modular RAG

Introduce CompressionQueryTransformer and RewriteQueryTransformer in the Pre-Retrieval Module.Extend Query with conversa...

Spring-ai Update Documentation: I hope the changes in the M4 version (Advisors and Modular RAG) can be updated in the documentation.

The M4 version of Advisors has undergone many changes, and the RAG section now includes Modular RAG. However, the docume...

Spring-ai Fix Qdrant failing test

Fix test failing after Builder refactoring.Comment From: markpollackmerged in 97e58ccfc4716a6e397e8cc3c18f708a0c4f8078

Spring-ai Ensure matching enum id to value for multilingual cohere embedding model

This ensures that the enum name matches the actual value from Bedrock as a provider.Comment From: bruno-oliveiraFYI @tzo...

Spring-ai bugFix: ElasticsearchVectorStore.java

Fix the bug of constructor parameter validation in ElasticsearchVectorStore.javaComment From: sobychackoWith the latest ...

Spring-ai Provide a consistent experience for the usage of Builder pattern in Vector Store implementations

Research into various builder pattern usages that is appropriate for the vector store implementations in spring-ai. Modi...

Spring-ai Update Anthropic3ChatOptions.java

The constructor needs to be public so that the options can be correctly copied over to the runtime call.Comment From: br...

Spring-ai feat(bedrock): deprecate InvokeModel API Chat modes in favor of Converse API

Following Amazon Bedrock's recommendations, deprecate individual model chat implementations (Anthropic, Cohere, Llama, T...

Spring-ai Require essential dependencies in vector store builder constructors

This commit refactors the builder pattern implementation across all VectorStore implementations to make the EmbeddingMod...

Spring-ai Mistral function calling ITs are failing

PaymentStatusFunctionCallingITgivesorg.springframework.ai.retry.NonTransientAiException: 400 - {"object":&quot...

Spring-ai Mistral: Support Vision Modality

Introduce multimodality support for Mistral AI, which currently supports text and vision modalities. Added integration t...
上一页 下一页
.