docs: standardize RA-OS naming and add process docs
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# RA-H Light
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# RA-OS
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A lightweight local knowledge graph UI with MCP server. Connect your AI coding agents to a personal knowledge base. BYO API keys, no cloud dependencies.
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## What is RA-H Light?
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## What is RA-OS?
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RA-H Light is a stripped-down version of RA-H focused on being a **knowledge management backend for AI agents**. It provides:
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RA-OS is a stripped-down version of RA-H focused on being a **knowledge management backend for AI agents**. It provides:
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- **2-panel UI** – Nodes list + focus panel for viewing/editing knowledge
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- **SQLite + sqlite-vec** – Local vector database with semantic search
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- **MCP Server** – Connect Claude Code, Cursor, or any MCP-compatible AI assistant
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- **Workflows** – Editable JSON workflows for multi-step operations
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**What's removed:** Built-in chat agents, voice features, delegation system. RA-H Light is designed for technical users who want to bring their own AI agents via MCP.
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**What's removed:** Built-in chat agents, voice features, delegation system. RA-OS is designed for technical users who want to bring their own AI agents via MCP.
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## Platform Support
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@@ -37,7 +37,7 @@ Open http://localhost:3000 → **Settings → API Keys** → add your OpenAI key
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## Connecting AI Agents via MCP
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RA-H Light exposes an MCP server that external AI assistants can use to read/write your knowledge graph.
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RA-OS exposes an MCP server that external AI assistants can use to read/write your knowledge graph.
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### Claude Code Integration
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