Spring-ai Refactor FunctionCallback API to use ToolContext instead of Map

Replaced Map<String, Object> with ToolContext in the FunctionCallback, AbstractFunctionCallback, and related class...

Spring-ai NullPointerException with Ollama + streaming + image

Given the following code... Flux<String> content = chatClientBuilder.build().prompt() ...

Spring-ai [WIP] Introduce a new evaluator to detect hallucinations

See https://ollama.com/blog/reduce-hallucinations-with-bespoke-minicheckComment From: markpollackI quite like this, i've...

Spring-ai Add Meta Llama 3.1, 3.2 instruct model enums to Bedrock

Add Meta Llama 3.1, 3.2 instruct model enums to BedrockReference for model ids - https://docs.aws.amazon.com/bedrock/lat...

Spring-ai Default metadata field names in PagePdfDocumentReader are can't be parsed in a filter expression

The field name file_name is not compatible with the filter expression parsing. SearchRequest searchRequest = Sear...

Spring-ai Update bedrock-cohere-embedding.adoc to fix an incorrect description

This fixes a small typo in the documentation.Comment From: bruno-oliveiraFYI @markpollack @tzolov :) Comment From: markp...

Spring-ai Add tool context support to ChatClient and related classes

Introduce toolContext to ChatClient, DefaultChatClient, and AdvisedRequestAdd methods to set and manage toolContext via ...

Spring-ai Fix npe ollama streaming image 1459

Fixed the null pointer exception.Comment From: tzolov@mudabirhussain is this issue related to ToolCall or multimodality ...

Spring-ai Add Cloud Bindings for Mistral AI

Introduce Cloud Bindings support to configure the Mistral AI integrationUpdate the Cloud Bindings documentation accordin...

Spring-ai odd issue creating embeddings with Ollama

Hi, I am trying to use the Ollama EmbeddingModel with PgVectorStore and it's failing with Caused by: org.springframework...

Spring-ai Bug: Inconsistent Return Format When Using web_search with MiniMax

Description:When using the web_search method with the minimax model, the return data format is inconsistent compared to ...

Spring-ai Correctly set Chroma collection id when initializeSchema set to false

In the current implementation of ChromaVectorStore, when initializeSchema is set to false, collectionId will be set to n...

Spring-ai Add the public access modifier to ElasticsearchVectorStoreAutoConfiguration

Add the public access modifier to ElasticsearchVectorStoreAutoConfiguration class, so that it can be excluded and a cust...

Spring-ai Fix anthropicApi visibility in AnthropicChatModel

Thank you for taking time to contribute this pull request!You might have already read the [contributor guide][1], but as...

Spring-ai Include index name in OpenSearchVectorStore for similarity search

Bug descriptionWhen performing a similarity search with SearchRequest, the index name is not included.This leads to a pe...

Spring-ai Opensearch similarity search should include index name

Bug descriptionSearchRequest does not include index name which results in an error when using Opensearch role own_index:...

Spring-ai Update Observability documentation

Update attributesAdd more information on optional attributes and risksInclude documentation for events.Comment From: tzo...

Spring-ai Optimize Testcontainers config for VectorStores

Unify image definition for vector stores in vector-store modulesUnify image definition for vector stores in spring-ai-te...

Spring-ai [AzureOpenAiChatOptions] Unable to set all possible options when calling AzureOpenAiChatModel

Bug descriptionConsider the attributes that can be set through AzureOpenAiChatOptions:- maxTokens- temperature- topP- lo...

Spring-ai Pass context information to Function Call Thread

Expected BehaviorWhen using Function Calling with OpenAI and other models - the function gets invoked in a new thread.Th...
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