Individual skill
tao-mine-nearest-neighbors
Run TAO Data Services TMM nearest-neighbor mining from embedding parquet files. Use when a workflow needs to mine source samples closest to target samples.
skills/tao-mine-nearest-neighbors/SKILL.md
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- Last checked
- Nov 2, 2026
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- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
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- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
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- codex Repository topic
- coding-agents Repository topic
- cuda Repository topic
- developer-tools Repository topic
- llm Repository topic
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- tao Declared skill tag
- data Declared skill tag
- mining Declared skill tag
- nearest-neighbors Declared skill tag
- tmm Declared skill tag
- data Derived category
- operations Derived category
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# TAO Mine Nearest Neighbors
Use this skill to run TAO Data Services TMM nearest-neighbor mining. The skill consumes embedding parquets and writes a mined source-sample parquet plus a mining summary. It does not compute embeddings; upstream steps must produce the source and target embedding parquets first.
The container entrypoint is:
```bash
tmm nearest_neighbors -e /absolute/path/to/nearest_neighbors.yaml
```
TAO Data Services requires `-e/--experiment_spec_file`. The `tmm` console script converts that YAML into Hydra `--config-path` and `--config-name` arguments internally.
## Inputs