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If the latter, say so\n     explicitly rather than implying a folder that doesn't exist. -->\n\nEach stage is kept as its own module so the jump between approaches — what a framework\nbuys you over a hand-rolled implementation, and where that trade-off stops paying off —\nstays visible rather than getting flattened into one codebase.\n\n## Structure\n\n| Folder | Stage |\n| --- | --- |\n| `Agents/` | Framework-free agents built from base OOP principles — classes, inheritance, explicit state. <!-- CONFIRM --> |\n| `Crew/` | Early CrewAI experiments. <!-- CONFIRM: how does this differ from CrewAi/ below — consider merging the two or renaming one for clarity --> |\n| `CrewAi/` | CrewAI-based multi-agent task orchestration. |\n| `Langchain/` | LangChain agents and chains. |\n| `LangGraph/` | Stateful, graph-based agent workflows in LangGraph. |\n| `RAG/` | Retrieval-augmented generation pipeline experiments. |\n| `smart_energy_demo/` | Applied capstone — an ACP/MCP-based smart-home energy agent. <!-- CONFIRM: if this overlaps with your separate Smart-Home-Energy-Agent repo, link to it here and say which is canonical --> |\n\n## Quickstart\n\n```bash\ngit clone https://github.com/professorsab/OOPs-To-Agents.git\ncd OOPs-To-Agents\npip install -r requirements.txt\n```\n\nEach folder is runnable independently — see the notes inside each one for specific\nentry points. <!-- CONFIRM: add a one-line \"run with: python ...\" note inside each\nfolder's own README or top-of-file docstring, if you can spare 10 min per folder -->\n\n## Status\n\nActively growing — each new folder represents a deliberate step up in framework\ncapability rather than a replacement of the previous one.\n\n## License\n\nMIT — see [LICENSE](LICENSE). <!-- CONFIRM: add a LICENSE file if you don't have one yet -->\n","readmeExcerpt":"<!-- Paste this as README.md in the OOPs-To-Agents repo (root level, next to requirements.txt). 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