Remove old rl-rag code

[hamishivi]

Removing old code from the RL-rag project. This is not needed on main and no longer even used.

Part of me breaking up the big tool refactor PR (#1086)

[gemini-code-assist]

Summary of Changes

Hello @hamishivi, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request performs a significant cleanup of the codebase by removing outdated and unused components specifically related to the RL-rag project. The deleted files encompass various evaluation scripts and a core search actor implementation, which are no longer necessary for the main branch. This action streamlines the project, reduces code clutter, and improves overall maintainability.

Highlights

• Removal of RL-rag Evaluation Scripts: Several shell and Python scripts previously used for evaluating RL-rag models, including analyse_existing_results.sh, calculate_doc_recall.py, gpqa_eval.py, naive_rag_baseline_eval.py, run_short_form_qa_eval_naive_rag.sh, and run_short_form_qa_eval_toolvllm.sh, have been completely removed.
• Deletion of LLM Search Ray Actor: The search_actor.py file, which contained the LLMSearchRayActor responsible for iterative generation with search capabilities, has been deleted as it is no longer in use.

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[gemini-code-assist]

Code Review

This pull request removes several files related to the old rl-rag project, which is a good cleanup effort. However, the removal seems to be incomplete as a script scripts/train/rl-rag/eval.sh still references one of the deleted files, open_instruct/search_utils/gpqa_eval.py. This will break the script. I've left a specific comment on the deleted file. Please address this to ensure a clean removal.

[finbarrtimbers]

BAM! Might be a new record for open-instruct deletion!