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An Application Framework for AI Engineering

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see: https://github.com/spring-projects/spring-ai/issues/809 Provide a new `BedrockConverseApi` for AI model chat usage. Re-implementing current chat models from `AbstractBedrockApi` to the Bedrock Converse API to reduce complexity. Re-implementing Bedrock chat model usage...

model client
Bedrock

ZhiPuAiChatModel UserMessage handle error issues Fixes #1157 #1173

Based on the Semantic Conventions 1.27.0. See [docs](https://opentelemetry.io/docs/specs/semconv/gen-ai/). This issue is to keep track of the work I've been doing for the Spring AI initial adoption of the OpenTelemetry Semantic...

Bug fix for Incorrect SQL Query Generation for IN and NOT IN Filter Expressions in PGVector Store https://github.com/spring-projects/spring-ai/issues/1179 - Added In & Not In Handlers - Created Integration Tests for...

PR content: 1. Moonshot supported function call 2. function call unit tests related issue: https://github.com/spring-projects/spring-ai/issues/1058

The Gemini model provides the `responseMimeType` parameter, as documented in the [Gemini Model Reference](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/gemini?_ga=2.232454687.1873628075.1702319245-1182285243.1701938872&hl=ko#parameters). However, when I attempting to call the Gemini model using Spring AI, there is no direct...

Allows the converters to be shared between the autoconfigure codebase and the vector-stores code. Reenabled the vector-stores code and fixed the TestApplication (so that it uses the MimeTypeConverters). Annotated tests...

vector store

Hi! Can you add guardrails support to amazon bedrock? https://docs.aws.amazon.com/bedrock/latest/userguide/kb-test-config.html#kb-test-config-guardrails Amazon SDK support it (https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent_GuardrailConfiguration.html). We need to send like this: ``` "generationConfiguration": { "guardrailsConfiguration": { "guardrailsId": "string", "guardrailsVersion": "string"...

**Bug description** The PgVectorFilterExpressionConverter class in org.springframework.ai.vectorstore does not correctly handle the conversion of IN and NOT IN filter expressions for SQL queries targeting PostgreSQL JSON data types. PostgreSQL JSON...

see #1161: work in progress see #1161: add docs Thank you for taking time to contribute this pull request! You might have already read the [contributor guide][1], but as a...

model client