Spring-ai Claude 3 on Bedrock with Spring AI - Ultra slow TTFT

Bug descriptionBasically, the title.We have context windows of around ~80-90K tokens and we've observed a TTFT in the or...

Spring-ai How to use Google AI Studio’s Gemini API in Spring AI

Below are the properties required to use vertexAI.spring.ai.vertex.ai.gemini.project-id=PROJECT_IDspring.ai.vertex.ai.ge...

Spring-ai VectorStoreChatMemoryAdvisor is not working correctly with PGvector

Bug descriptionWhen using PGvector as vector store for VectorStoreChatMemoryAdvisor to save conversation history, there ...

Spring-ai Fix problem with VectorStoreChatMemoryAdvisor using pgvector

When VectorStoreChatMemoryAdvisor is used the SELECT from the pgvector store failed with a SQL error.This PR fixes the ...

Spring-ai Introduce batching support for embedding documents

Introduce a way for EmbeddingModel implementations to embed Document objects using a batching strategy. Comment From: so...

Spring-ai PgVectorStore: Add batching strategry for adding documents

Sub batch documents based on a BatchingStrategy when adding documents to PgVectorStoreRelated to https://github.com/spri...

Spring-ai GH-1260: Batching strategy improvements in TokenCountBatchingStrategy

Precompute Document token count before sub-batching them as List<List<Document>>.Configurable threshold valu...

Spring-ai Batching strategy improvements

In the TokenCountBatchingStrategy implementation, pre-compute the token count in documents so that it can fail fast befo...

Spring-ai OllamaOptions should be OllamaChatOptions for consistency

Naming of OllamaOptions should follow Spring conventions in being consistent with other ChatOptions classes.Comment From...

Spring-ai please move format to the common ChatOptions.

please move format to the common ChatOptions. it's commonly used enough. maybe we'd have to adapt it to support differen...

Spring-ai Use @NonNull annotations for parameters and return types

Using Spring AI from Kotlin, it's noticeable that unlike Spring Framework, it doesn't use @NonNull annotations, which ar...

Spring-ai Configure metadataFieldsToFilter of MongoDBVectorStoreConfig in properties file

It would be great to make metadataFieldsToFilter of MongoDBVectorStoreConfig configurable from propertiesExpected Behavi...

Spring-ai Add docs and examples for spring-ai-test

The spring-ai-test is meant to help evaluating generative responses using the the LLM itself. But is it stands at the mo...

Spring-ai Autowire WebClient.Builder into OllamaApi

OllamaApi creates its own WebClient.Builder rather than take one via its constructor. (This is in contrast to its RestCl...

Spring-ai Incorrect index name in Neo4j

Created index name is: spring-ai-document-indexBut it seems it's uncommon to use - in names in Neo4jDROP INDEX spring-ai...

Spring-ai The default settings result in an unworkable library

Bug descriptionI created everything on standard settings. Connection to OpenAI and the Neo4j vector database.Environment...

Spring-ai The Zhipu Ai charglm-3 model is not connected or The Zhipu Ai charglm-3 model has not been integrated.

GLM_4("GLM-4"), GLM_4V("glm-4v"), GLM_4_Air("glm-4-air"), GLM_4_AirX("glm-4-airx"), GLM_4_Flash("glm-4-fla...

Spring-ai The company has deployed a large open source model and provided an http interface. Now how can I use Spring AI to access the http interface of the private model?

The company has deployed a large open source model and provided an http interface. Now how can I use Spring AI to access...

Spring-ai zhipuAi ChatClient textGen has 1210 error

env<dependency> <groupId>org.springframework.ai</groupId> <artifactId>spring-ai-zhipuai-sp...

Spring-ai vector store delete by filter

Expected BehaviorWant to delete data based on conditions in a vector database.Current Behaviordelete by idsContextvector...
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