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.
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WARNING: guides IRREVERSIBLE BlueField-4 hardware operations (PLDM firmware burns, ISO reflashes, power cycles, BMC factory resets); every mutating step is governed by doca-hardware-safety (window, rollback). BlueField-4 only: BlueField-3 bring-up is doca-bf3-deployment. Use this skill for BlueField-4 (BF4) day-1 platform bring-up from the BMC: installing the BlueField/DOCA bundle ISO onto the DPU (Grace, the Arm complex) over UEFI HTTP Boot, PXE, or Redfish Virtual Media; the PLDM firmware-update flow (BMC, NIC firmware, SBIOS, ERoT) via the Redfish UpdateService and pldmtool; and a Grace Ubuntu image with optional cloud-init. Trigger on BlueField-4/BF4 bring-up phrasings even without "BF4": {bring up my new BlueField-4}, {the BlueField ISO will not boot over HTTP from the BMC}, {attach BF4 virtual media via Redfish}, {BF4 firmware Task stuck at Running}, {prepare a BlueField-4 host: platform support, version alignment, safest first smoke test}. Application launch and library APIs belong to other skills.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
BlueField-3 or any other generation is not this skill. Name
doca-bf3-deployment and stop; do not read further or run commands.
doca-version four-source chain on the
host. Fixing any mismatch changes hardware state and follows
doca-hardware-safety.doca_caps --list-devs, then one
shipped sample per doca-bare-metal-deployment. No firmware, mode or
reset change before that is green.doca-hardware-safety: pre-flight inventory, out-of-band access,
maintenance window, rollback, then apply and verify.Follow Loading order below. Open the tasks companion for BMC bring-up and recover. Open the capabilities companion for the three install methods and the BF4 safety overlay. Do not open every companion file.
⚠️ WARNING — irreversible hardware operations. This skill guides operators through potentially destructive, irreversible BlueField-4 hardware operations: PLDM firmware burns, ISO reflashes, power cycles, and BMC factory resets. These can brick firmware, corrupt boot media, or cause production outages. Do not proceed without a maintenance window and a tested rollback plan. Every mutating step is governed by
doca-hardware-safety, which MUST be loaded alongside this skill before any destructive action.Before executing any mutating step — PLDM firmware burn, ISO reflash, power cycle, or BMC factory reset — the agent MUST show the exact command and its blast radius (which device, what becomes unavailable, whether it is reversible) and obtain the user's explicit confirmation for that specific action. Never chain destructive steps or run them speculatively as a side effect of another task.
Where to start: This skill is the bundle's deliberate in-bundle
home for day-1 platform bring-up of a BlueField-4 DPU via the
BMC — getting a powered-but-bare BF4 to "Grace OS installed,
firmware at the target level, ready to deploy a workload." It is the
upstream of the two application-deployment skills
(doca-container-deployment
and
doca-bare-metal-deployment):
those skills assume a working BlueField; this skill is how the
BlueField-4 GETS to working. If the user has a fresh BF4 and wants to
install the OS or update firmware, open the tasks companion and
start at ## configure. If the question is
what bring-up methods even exist and what is the contract for each,
start at the capabilities companion.
How to use this skill. Read this file, then search the companion file
for the ## <name> heading the question needs and read that whole section.
Answer completely from it, quoting only its symbols and commands. Do not
browse docs; use the entry points in doca-public-knowledge-map. Give
environment checks as commands for the user's DOCA host. For out-of-scope
requests, name the skill that owns them and stop.
Scope note — BF4 day-1 is in scope by directive. The bundle's
AGENTS.md ## Non-goalsitem 7 lists the BlueField BSP / BFB / RShim / TMFIFO layer and the BlueField BMC software as externally-productized. BlueField-4 day-1 bring-up via the BMC is carved into scope for this skill by directive because day-1 has no other home in the bundle. The carve-out is narrow: this skill teaches the documented BMC-driven install and firmware-update FLOWS (the CLASS), routing every mutating step throughdoca-hardware-safetyfor the change-application meta-policy. It does NOT redefine that meta-policy, and it does NOT cover BF3 (route todoca-bf3-deployment), application launch, or library APIs.
Load this skill when the user is doing hands-on day-1 bring-up of a BlueField-4 via the BMC, or asking a cross-cutting BF4-bring-up question that is not specific to a later application-deployment step. Concretely:
.fwpkg bundle through the
Redfish UpdateService multipart endpoint, monitoring the returned
Task, verifying pending images with pldmtool, and activating with
a power cycle.obmc-console-client) to watch the installer or UEFI menus.Do not load this skill for BF3 bring-up (route to
doca-bf3-deployment); for running an application on an
already-working BlueField (route to
doca-container-deployment
or
doca-bare-metal-deployment);
for env preparation on the installed Grace OS such as hugepages /
pkg-config / devlink (use doca-setup); for
the cross-cutting hardware-change meta-policy (route to
doca-hardware-safety); or for
fleet-scale orchestrated provisioning (route via
doca-public-knowledge-map).
This is a thin loader. Substantive material lives in two companion files:
doca-version (the install and firmware
targets come from the public release notes, never from memory); the
bring-up error taxonomy (boot-source -> virtual-media-attach ->
firmware-Task -> activation -> cloud-init -> boot-loop); the
observability surface (the OOB console, the Redfish Task resource,
the Redfish FirmwareInventory, pldmtool GetFwParams, and the
installed-build check cat /etc/mlnx-release); and the safety
policy (an overlay on
doca-hardware-safety: every
PLDM burn / ISO reflash / power cycle / BMC factory reset is a
MUTATING hardware op; never print a real password; always detach
virtual media to avoid boot loops; only public hosts for any
NVIDIA URL).configure, build (routing stub), modify (routing stub), run
(the three install methods plus the PLDM firmware-update flow plus
the Grace-Ubuntu cloud-init path, as ### sub-anchors), test
(the post-install / post-update verification sweep), debug (the
layered bring-up diagnosis), and the Deferred task verbs block
routing BF3 / application-launch / library-API / env-prep /
hardware-meta-policy / fleet questions out to their owning skills.The skill assumes a BlueField-4 target where:
It does not cover installing DOCA tooling on the host — that path goes
through doca-setup — and it does not cover
running a workload once Grace is up — those paths go through the two
application-deployment skills.
configure, build (routing
stub), modify (routing stub), run (with the three install
methods, the PLDM flow, and the Grace-Ubuntu cloud-init path as
### sub-anchors), test, debug, plus the Deferred task verbs
block — see the tasks companion.doca-hardware-safety
ALONGSIDE whenever the question reaches a mutating step (PLDM
firmware burn, ISO reflash, power cycle, BMC factory reset).doca-bf3-deployment — BF3 RShim/BFB day-1.doca-hardware-safety — PLDM, reflash, power cycle.doca-bare-metal-deployment — launch after Grace is up.doca-container-deployment — service container after Grace is up.doca-setup — env prep on the installed Grace OS.doca-version — four-way version match.doca-public-knowledge-map — public docs and release notes.还没有评价。欢迎分享你的使用感受。
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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.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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'.
中文简介正在准备中。当前显示原文说明。
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`.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。