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Fastest start, no clone and no Go:
pip install https://github.com/humaniods/MemoryDB/releases/download/v0.2.8/superb_memory-0.2.8-py3-none-any.whl
mdb serve # downloads this release's binary, checks its sha256, runs itbash install.sh does the same for the server alone and checks each archive
against sha256sums.txt before installing; --source /path/to/MemoryDB builds
instead of downloading. Server archives are CGO_ENABLED=0 static builds of the
tagged commit. Wheels: superb-memory (client + mdb + memorydb-mcp),
memorydb-django (cache/session backends), memorydb-langchain (chat history).