Fix #4168: Support Claude V3 response format in DefaultLLMImpl

[sonianuj287]

This PR updates the DefaultLlmImpl class to properly parse responses from the Claude V3 family of Bedrock models. Previously, only the V2 response format (completion field) was supported. With this change, the parser now supports the V3 format (content -> text) while maintaining backward compatibility with V2.

Changes Made

• Updated buildChatCompletionOutput():
  Detects "content" field for Claude V3 responses.
  Extracts text from the first element of the content list.
  Adds extracted text to answers.
  Added a new unit test in DefaultLlmImplTests.java:
• testChatCompletionApiForBedrockClaudeV3()
  Mocks a V3-style Bedrock response and validates output parsing.
  Reformatted test files to satisfy Spotless formatting rules.

Why this change is needed
Claude V2 models are deprecated; V3 is the current standard.
Without this fix, requests to "bedrock/anthropic-claude" with V3 models fail to extract answers, causing RAG pipelines to break.
Ensures users don’t need to pass llmResponseField manually for default Bedrock Claude models.

How to test
Run all existing unit tests:
./gradlew clean build

resolves #4168 (comment)

[sonianuj287]

Hi @mingshl @rithin-pullela-aws , Could you please review my PR and suggest changes.

Thanks :)

[mingshl]

oh great, this is going to use the same interface string, and it will auto detect these two formats and parse accordingly. Can you also add in ITs? this is the best way we can monitor and keep track when the model interface failed.

I ran your CIs and also I added the resolved issues and link the issue in the PR descriptions.

[sonianuj287]

Small Comment about the IT. It should simple to have the IT fixed instead of writing a new one.
We can remove the BM25_SEARCH_REQUEST_WITH_CONVO_WITH_LLM_RESPONSE_TEMPLATE from plugin/src/test/java/org/opensearch/ml/rest/RestMLRAGSearchProcessorIT.java to have the IT hit the code change

Hi @rithin-pullela-aws , I understood your point. Made some changes, please review. Thanks

Hi @rithin-pullela-aws

[sonianuj287]

Small Comment about the IT. It should simple to have the IT fixed instead of writing a new one.
We can remove the BM25_SEARCH_REQUEST_WITH_CONVO_WITH_LLM_RESPONSE_TEMPLATE from plugin/src/test/java/org/opensearch/ml/rest/RestMLRAGSearchProcessorIT.java to have the IT hit the code change

Hi @rithin-pullela-aws , I understood your point. Made some changes, please review. Thanks

Hi @rithin-pullela-aws

Hi @rithin-pullela-aws , so sorry to spam your inbox. Just want to work here more, please help me with reviewing and suggesting changes. Thanks :)

[ylwu-amzn]

Thanks for fixing this part. I think we should include this in the coming 3.3.2. Add a backport label

[rithin-pullela-aws]

Hi @sonianuj287, I added some comments, can you please address them?

[sonianuj287]

Hi @mingshl , resolved the comments. Thanks for pointing