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RESOURCES.md

References to external deps documentation

Systemd

Specifier Expands
%n Full unit name (myservice@alpha.service)
%p Prefix before @ (myservice)
%i Instance name after @ (alpha)
%f Unescaped instance name
%u Username for user services
%H Hostname
%E $XDG_CONFIG_HOME (user: ~/.config)

xAI

Collections API

xAI conversation export format

Exported from the xAI web UI. One file per conversation, JSON:

{
  "conversation": {
    "id": "<uuid>",
    "title": "...",
    "create_time": "<ISO8601>",
    "modify_time": "<ISO8601>",
    "media_types": ["audio"]
  },
  "responses": [
    {
      "response": {
        "_id": "<uuid>",
        "conversation_id": "<uuid>",
        "message": "<turn text>",
        "sender": "human | assistant",
        "create_time": {
          "$date": { "$numberLong": "<epoch ms as string>" }
        },
        "xai_user_id": "<uuid>",
        "media_types": ["audio"],
        "metadata": {},
        "model": "",
        "share_link": null
      }
    }
  ]
}

Key fields for upload pipeline: _id (dedupe key), conversation_id (session grouping), message (content), sender (human→user / assistant→agent), create_time.$date.$numberLong (sort key). Strip all other fields before chunking. See CONTINUITY_UPLOAD.md.

REST API

python modules

CF

Qdrant

  • https://github.com/qdrant/mcp-server-qdrant — official qdrant MCP server; qdrant-store + qdrant-find tools; vector semantic search + payload filtering; QDRANT_URL / QDRANT_LOCAL_PATH / COLLECTION_NAME env vars; supports stdio / sse / streamable-http transports; run via uvx mcp-server-qdrant [--transport streamable-http]; candidate replacement for custom memory_mcp.py
  • https://python-client.qdrant.tech/ — Python client docs (qdrant-client)

Embeddings

Desktop Commander