Add local AI and Qdrant vector backends
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| [MCP](./8_mcp.md) | Full standalone MCP install, behavior guide, and memory-file guidance |
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| [Open Source](./9_open-source.md) | Scope, support boundary, contributor reality |
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| [Full Local](./10_full-local.md) | Supported local path vs community patterns |
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| [Local Models](../LOCAL-MODELS.md) | OpenAI-compatible local endpoint profile |
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| [Qdrant](../QDRANT-DEPLOYMENT.md) | Optional vector sidecar for sqlite-vec-hostile environments |
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| [Troubleshooting](./TROUBLESHOOTING.md) | Common issues and fixes |
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## Start Here
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If you just want RA-H OS working:
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1. Use the MCP quick install below if you mainly want agent access.
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2. Use the local app quick start if you also want the browser UI.
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3. Read [Full Local](./10_full-local.md) if you want a more local-first or community setup.
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3. Read [Local Models](../LOCAL-MODELS.md) and [Full Local](./10_full-local.md) if you want a more local-first setup.
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## MCP Quick Install
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