Jemin Huh

Add support for Elasticsearch vector store

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This PR adds supports for Elasticsearch vector search. To achieve compatibility with both Elasticsearch versions 7 and 8, I implemented it using Elasticsearch's Java Low Level REST Client. To-do: -...

add support for OpenSearch vector store

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Add OpenSearchAiSearchFilterExpressionConverter Add support for FilterExpression Add support for OpenSearch vector store

Squashed Commits from PR https://github.com/spring-projects/spring-ai/pull/508 - Add OpenSearchAiSearchFilterExpressionConverter - Add support for FilterExpression - Add support for OpenSearch vector store - Adding documentation under the [vectordbs](https://github.com/spring-projects/spring-ai/tree/main/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs) and add the references...

Add mappings and settings with json

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### Description This PR adds functionality to use JSON for mappings and settings in CreateIndexRequest. This makes it easier for developers to create indices. ### Issues Resolved Fixes #302 By...

These changes enable support for both Exact k-NN and Approximate k-NN searches in OpenSearch. The code was updated and refactored to include this new functionality, as it previously only supported...

Implement a UI to manage non-Tool MCP capabilities (resources, prompts, ping).