chore: add root README with Hugging Face Space configuration
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README.md
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---
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title: Kernl Backend
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emoji: 🧠
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colorFrom: blue
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colorTo: indigo
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sdk: docker
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app_port: 7860
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pinned: false
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---
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# Kernl Backend
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An operational knowledge to skill converter. Converts raw company documents, playbooks, SOPs, and chat logs into clean, structured, executable agent skills.
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## Architecture
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* **FastAPI**: Backend web framework
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* **LangGraph**: Orchestrates the compilation DAG
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* **Supabase**: Persistent knowledge base & session state
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* **vLLM**: Serves open-source reasoning models (Qwen 2.5)
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