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+ # Modular Intelligence — HuggingFace Demo
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+
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+ This Space demonstrates a universal, domain-agnostic **Modular Intelligence** framework:
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+
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+ - Generators (modules)
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+ - Checkers (verification)
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+ - Structured outputs
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+ - Deterministic patterns
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+ - Zero vendor-lock
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+
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+ ## Features
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+ - Universal modules: analysis, explanation, strategy, writing, systems
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+ - Paired checker modules
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+ - Completely general — works for any domain
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+ - No backend required (runs on HF free CPU)
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+ - Clean architecture, extendable
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+
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+ ## Files
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+ - `modules.json` — module & checker repository
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+ - `app.py` — UI + orchestration
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+ - `requirements.txt` — dependencies
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+ - `diagram.txt` — architecture visualization
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+
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+ ## What to customize
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+ - Add modules
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+ - Add checkers
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+ - Swap model (e.g., Mistral 7B, Llama 3 8B, Gemma 2B)
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+ - Add your own structured output patterns
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+
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+ ## License
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+ MIT — you keep full IP on your architecture.