Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Use this skill for BlueField-3 (BF3) day-1 platform bring-up via the classic RShim/BFB path: pushing a BlueField bundle (BFB) to the DPU over RShim with bfb-install from the host, the host-to-DPU TMFIFO management channel (tmfifo_net0, the 192.168.100.x convention), RShim daemon state and console-over-rshim, DPU mode selection (DPU/embedded-function vs separated-host/NIC mode) via mlxconfig, post-BFB recovery, a six-state BlueField-state classifier, and verifying the install (cat /etc/mlnx-release plus version checks). Trigger even when the user does not say "BF3" — typical phrasings include {push a BFB to my BlueField-3}, {bfb-install exited 0 but the DPU never came back}, {ping 192.168.100.2 works but ssh fails}, or {is DOCA on the host or the Arm side?}. BFB reflash, mlxconfig set, mode changes, and firmware burns are destructive: require explicit target-bound confirmation and load doca-hardware-safety. App launch, container deploy, env install, and the BF4 BMC-Redfish path route elsewhere.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Follow Loading order below. Open the tasks companion for BFB push and recover. Open the capabilities companion for the RShim/BFB contract and safety overlay. Do not open every companion file.
Where to start: This skill is the bundle's home for BlueField-3
day-1 platform bring-up — taking a BF3 from "powered card in the
slot" (or a card that just came back broken from a BFB push) to
"Arm OS healthy, TMFIFO up, host PFs bound, four-way version match
closed, ready to run a workload". It owns the classic RShim/BFB
path that BF3 uses today; the newer BMC-Redfish provisioning path
is the sibling skill
doca-bf4-deployment (the BF4
equivalent). If the user has a BF3 and needs to push a BFB, recover
a DPU that did not come back, or verify the install, open
the tasks companion and start at
## configure. If the question is what shape
does the BF3 platform-bring-up surface even have, start at
the capabilities companion. Once the BF3 is healthy, this
skill routes onward to the deployment skills — running a binary
goes to
doca-bare-metal-deployment;
deploying a service container goes to
doca-container-deployment.
Every mutating burn invoked from a bring-up step — the BFB
reflash itself, any mlxconfig set (including a DPU/separated-host
mode flip), a firmware burn, or a kernel-boot-parameter change — is
governed by the change-application meta-policy in
doca-hardware-safety, which
the agent loads ALONGSIDE this skill. This skill adds only the
BF3-specific operational sequencing on top; it does NOT redefine
the preflight / OOB-console / maintenance-window / rollback
discipline that meta-policy owns.
This skill serves external DOCA operators bringing up a real BlueField-3 — i.e. people who already have:
/dev/rshim* character-device tree present over the PCIe or
USB RShim interface), andIt is not for:
doca-bf4-deployment, the
BF4 equivalent of this skill,mlx5_*
or the BFB image itself (that is internal-tree work, not a
field deployment),doca-bare-metal-deployment)
or deploy a service container (route to
doca-container-deployment),doca-setup ## no-install.The skill teaches the agent the BF3 bring-up procedure and the
rules for quoting documented commands from the public BlueField
Platform Software Manual, the public DOCA Installation Guide, and
the MFT manual via
doca-public-knowledge-map;
it does not invent bfb-install flag sets, BFB image filenames,
RShim character-device paths, bf.cfg schema keys, mlxconfig
parameter names, or TMFIFO subnets from memory. Where a fact is
already vetted in
doca-bare-metal-deployment ## bluefield-lifecycle,
this skill reuses that exact fact rather than restating a new one.
Load this skill when the user is doing hands-on BlueField-3 platform bring-up over the RShim/BFB path, or asking a cross-cutting BF3 lifecycle question that is not specific to one library's API. Concretely:
bfb-install.tmfifo_net0, the documented 192.168.100.x
convention) and the RShim console.rshim daemon and the /dev/rshim* tree) before any push or
console capture.mlxconfig set burn leaves this skill for
doca-hardware-safety.bfb-install exited 0 but the DPU never reached the documented
DPU is ready marker; ping 192.168.100.2 works but SSH refuses;
host PFs are present in lspci -d 15b3: but their netdevs are
gone.cat /etc/mlnx-release on the Arm side,
the four-way version match per
doca-version — and distinguishing
the host-side DOCA install from the BlueField-Arm-side DOCA
install./dev/rshim<N> is which BlueField on a
multi-DPU host?".Do not load this skill for: BlueField-4 bring-up (route to
doca-bf4-deployment, the BF4
equivalent); running a DOCA-linked binary on a healthy BF3 (route to
doca-bare-metal-deployment);
deploying a DOCA service container (route to
doca-container-deployment);
env-preparation including hugepages, IOMMU, pkg-config, and devlink
mode flips (use doca-setup); the body of
the version-match rule (use doca-version);
or any hardware-state-changing burn itself — the change-application
discipline is meta-policy owned by
doca-hardware-safety, loaded
ALONGSIDE this skill.
This is a thin loader. Substantive material lives in two companion files:
/dev/rshim* tree, console-over-rshim, the BFB image as the unit
of input), the TMFIFO management-channel surface (tmfifo_net0 /
tm-br, the documented 192.168.100.x convention, the
ip route get-before-ping loopback gotcha), the DPU-mode
surface (DPU / embedded-function vs separated-host / NIC mode, set
via mlxconfig at BFB-install time — a MUTATING burn routed to
doca-hardware-safety), the
host-side-vs-Arm-side DOCA install distinction, the
BF3-version overlay on the four-way match owned by
doca-version, the cross-cutting error
taxonomy, the observability surface, and the safety policy
(overlay on
doca-hardware-safety).configure, build (routing stub), modify,
run (the BFB-install + RShim/TMFIFO bring-up sequence), test
(the post-BFB readiness smoke), debug (the six-state
bluefield-state-classifier), and the Deferred task verbs
block routing app-launch / container / install / library-API /
hardware-state-change / BF4 questions out to their owning skills.The skill assumes a target where:
/dev/rshim* tree available,doca-public-knowledge-map),
andIt does not cover installing DOCA on a host from scratch (that
goes through doca-setup), and it does
not cover BlueField-4 (that goes through
doca-bf4-deployment).
configure, build (routing
stub), modify, run (BFB install + RShim/TMFIFO bring-up),
test (post-BFB readiness smoke), debug (the six-state
bluefield-state-classifier), plus the Deferred task verbs
block — see the tasks companion.아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras; VIOS records clips, AMC ingests them, then runs calibration.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch and test'.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.