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The Worker is a background daemon that runs alongside the CRM. When a task takes a long time (such as chatting with an AI, running a process, uploading documents for a vector search, etc..), the Worker handles it asynchronously so the browser does not freeze a...

Python service providing AI agent chat, MCP tools integration, and RAG on CRM documents, based on FastAPI and LangChain. Called by the Worker's Consumer processes via HTTP/SSE. System Requirements llama-cpp-python is installed as a pre-built wheel (not compile...

Ubuntu #!/bin/bash set -euo pipefail SELF="${BASH_SOURCE[0]}" SELF="$(realpath -ms "$SELF")" cd "$(dirname "$SELF")" || exit 2 if ((UID)) && ! [[ -v SUDO_USER ]]; then exec sudo "$SELF" "$@" fi curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /et...