fix[JsonSchemaValidator]: fix recusirve loop and fix for claude model

[lambda-science]

…output from an LLM

Related Issues

• fixes JsonSchemaValidator: unintended primitive value conversion in _recursive_json_to_object method #7457 JsonSchemaValidator: inconsistency in corrective message generation for Claude vs. OpenAI models #7455

Proposed Changes:

• Claude Compatibility: modified the behaviour so that (i) error template is now a single message with generated json, error and schema (ii) make it so that validated messages are always "Assistant" chatmessage (for next pipeline step) and validation_errors are always "User" chatmessag (for LLM loops)
• Recursive Loop in type conversion: used Claude OPUS to automatically generate a fix based on the written issue.

How did you test it?

Tested on my personal use-case and it solved my issues.

Notes for the reviewer

The behabviour is modified to only include the last messages from the conversation and not the whole history of messages (less cost for long pipeline loops, not necessary to havep previous messages)

Checklist

• I have read the contributors guidelines and the code of conduct
• I have updated the related issue with new insights and changes
• I added unit tests and updated the docstrings
• I've used one of the conventional commit types for my PR title: fix:, feat:, build:, chore:, ci:, docs:, style:, refactor:, perf:, test:.
• I documented my code
• I ran pre-commit hooks and fixed any issue