Individual skill
nemotron-retrieval-recipes
Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes.
skills/nemotron-retrieval-recipes/SKILL.md
Source commit fce3cca4170be75e82c64920654d56ee2811b005
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- Yes
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- Yes
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 3,922
- Repository last updated
- Nov 9, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
- claude-code Repository topic
- codex Repository topic
- coding-agents Repository topic
- cuda Repository topic
- developer-tools Repository topic
- llm Repository topic
- omniverse Repository topic
- nemotron Declared skill tag
- retrieval Declared skill tag
- fine-tuning Declared skill tag
- embeddings Declared skill tag
- reranking Declared skill tag
- testing Derived category
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Browse files
BENCHMARK.mddoc · 3,130 bytesSKILL.mdcore · 10,471 bytesSKILL.mdcore · 10,471 bytesSKILL.mdcore · 10,471 bytesSKILL.mdcore · 10,471 bytesevals/.gitignoreasset · 9 bytesevals/EVAL.mddoc · 4,392 bytesevals/evals.jsonasset · 19,971 bytesreferences/embed.mddoc · 11,589 bytesreferences/evaluation.mddoc · 3,581 bytesreferences/remote.mddoc · 2,059 bytesreferences/rerank.mddoc · 9,528 bytesskill-card.mddoc · 4,011 bytesskill.oms.sigasset · 5,973 bytes
Read excerpt
# Nemotron Retrieval Recipes
Invocation: `$nemotron-retrieval-recipes`.
## Purpose
Use this skill to work with public Nemotron embedding and reranking retrieval recipes in a source checkout or installed package. Prefer the current checkout over memory, because the recipe CLI, configs, containers, and output paths are actively changing. Treat each recipe family as available only after its recipe directory and matching CLI files are present.
This is a public product skill, not contributor-only guidance. Its value over static docs is to make an agent route the user's retrieval failure to the right recipe family, reconcile docs with the current checkout, avoid accidental long-running launches, preserve secrets, and return concrete preview/execution/run-report commands.
Use it only for tasks tied to the public Nemotron `embed` or `rerank` recipe flow. If the request is unrelated retrieval theory, generic vector database selection, generic benchmark advice, or non-recipe Docker/Slurm/NIM troubleshooting, stop with a short scope note and do not inspect recipe files in that turn.
## Security Notes