NVIDIA-NeMo/labs-OO-Agents

nooa-agent-authoring

Author agents with NVIDIA-labs Object Oriented Agents (NOOA). Use when writing or modifying an Agent subclass, agentic methods (ellipsis bodies), docstring prompts, structured output contracts, strategy selection (CodeAct/Predict), visibility control,…

لغة النص الأصلي: الإنجليزية

nooa-codeact-advanced

Advanced tuning of NOOA strategies — CodeAct prefill, loop guards, text-only recovery callbacks, truncation, code restrictions, execution internals, and PredictStrategy tuning. Use when configuring CodeActConfig or PredictConfig beyond defaults, handling…

لغة النص الأصلي: الإنجليزية

nooa-media

Attach images, audio, video, and PDFs to NOOA agents. Use typed parameters or CodeAct show(), configure media_inputs, and troubleshoot text-only notices, URLs, MIME types, and size limits.

لغة النص الأصلي: الإنجليزية

nooa-model-configuration

Configure and troubleshoot NOOA model registry entries with Connect or the library, including endpoints, credentials, reply budgets, reasoning levels, cache reuse and reasoning replay. Use for model onboarding, editing aliases, or Connect diagnostic handoffs,…

لغة النص الأصلي: الإنجليزية

nooa-tools-and-skills

Give a NOOA agent capabilities — methods as tools, built-in tools (ShellTools, TodoManager), MCP servers, agent skills (Skill/TextSkill/SkillRegistry), and multimodal media. Use when adding tools or external integrations to an agent, wiring MCP, or packaging…

لغة النص الأصلي: الإنجليزية

grid-game-solver

Solve an interactive grid game iteratively — observe, hypothesize, experiment, record knowledge, and submit action sequences until every level is won.

لغة النص الأصلي: الإنجليزية

trace-explorer

Explore and debug agent execution traces. Use when the user asks to analyze a trace, debug an agent run, investigate errors in a trace, or when they paste a trace-explorer prompt from the viewer UI.

لغة النص الأصلي: الإنجليزية

nooa-middleware-hooks

Intercept and observe NOOA execution — middleware via event_manager.intercept() (guardrails, input/output transforms, blocking), event observers via event_manager.on() (react to Task/Error/LLMResponse/turn events), and the InstrumentationHooks protocol for…

لغة النص الأصلي: الإنجليزية

nooa-context-and-state

Manage what a NOOA agent sees and remembers — context blocks, event history and queries, history summarization, and persistent memory/storage. Use when pinning information into the system prompt, querying past events, bounding context growth in long…

لغة النص الأصلي: الإنجليزية

context-blocks

How to manage context blocks (system prompt sections) in NOOA. Use when configuring what appears in an agent's LLM prompt — adding, overriding, suppressing, or positioning blocks. Covers the unified Context API, well-known framework keys, and the…

لغة النص الأصلي: الإنجليزية

nooa-agentdoc

Make NOOA agent types render useful documentation for the LLM — doc(), spec(), hidden, Annotated field descriptions, and pformat/pprint tuning. Use when designing Pydantic models/dataclasses the LLM will see, controlling what appears in doc(self), hiding…

لغة النص الأصلي: الإنجليزية

nooa-capturing-traces

Capture execution traces from NOOA. Use when instrumenting an agent run, writing traces to JSONL files, sending traces to the viewer or an OTLP/Langfuse/Phoenix backend, controlling which methods are traced, or when traces are mysteriously missing.

لغة النص الأصلي: الإنجليزية

nooa-channels

Reactive input for NOOA agents — Channel/QueueManager for queued and event-mode input, race() turn dispatch, spawn() background jobs with JobHandle, and the bundled producers (monitor a shell command, cron ticks, one-shot timers, file tails). Use when an…

لغة النص الأصلي: الإنجليزية

nooa-self-extending

Let NOOA agents extend themselves — persistent skill libraries the agent writes and hot-reloads (SkillWriting / self.libs, LibraryManager), in-cell helper functions and standalone @strategy sub-calls (MethodWriting), and @slash_command user actions. Use when…

لغة النص الأصلي: الإنجليزية

nooa-trace-explorer

Analyze NOOA execution traces programmatically with the trace-explorer CLI and Python API. Use when debugging why an agent run failed, inspecting LLM turns and code executions, diffing two runs, aggregating errors across an eval experiment, or root-causing…

لغة النص الأصلي: الإنجليزية

nooa-trace-viewer

Run and use the NOOA trace viewer — the web UI + OTLP receiver for browsing agent traces and eval results. Use when starting the viewer, importing/exporting/deleting traces, querying the viewer's REST API, or wiring an agent run so traces show up at…

لغة النص الأصلي: الإنجليزية

refine-agent-prompt

Render and refine the system prompt of a nooa agent. Use when the user wants to inspect, debug, or improve an agent's prompt, context blocks, or tool documentation.

لغة النص الأصلي: الإنجليزية

interactive-game-solver

Solve an interactive grid game by learning a compressed world model (encode state to a latent z, learn a predict function), planning action sequences by search over it, and recording hypotheses, plans and knowledge to memory.

لغة النص الأصلي: الإنجليزية