Qwen2.5 Pipeline

[reunicorn1]

Add QWEN 2.5 RAG pipeline with recursive editing and energy tracking

• Set up QWEN 2.5 model and integrated it with Hugging Face embeddings
• Built vector index and retriever using Apollo 11 dataset
• Implemented structured recursive editing (draft, critic, refiner prompts)
• Added QUIN API wrapper function with RAG context injection
• Created recursive RAG loop with CodeCarbon for CPU, energy, and CO₂ tracking
• Exported organized outputs and emission data to output.md
• Added project README summarizing workflow and structure

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name: General PR template
about: A template with a generic and high-level review checklist, feel free to modify the checklists based on your PR.

General Checks

• the branch is up to date with main
• the code works when pulled and run locally
• All CI checks pass (or at least discussed)
• all conflicts are resolved (if any)
• PR has a descriptive title
• PR has appropriate labels and milestones for easy identification
• PR it is assigned to the owner
• reviewers are assigned
• the PR contributes only one focused change
• It is in the appropriate column in the project board (if necessary)
• has short and clear description
• is linked to an issue (if it is related)
• feedback is addressed (if any and if it is appropriate feedback.)

Markdown

• the markdown source is formatted
• spelling and grammar is correct in all text
• The markdown looks correct when you preview the file
• all links and images work