Individual skill
tao-generate-image-embeddings
Run TAO Data Services image embedding to turn a parquet of image filepaths into an embedding parquet using CLIP, SigLIP, or a TAO checkpoint. Use when a workflow needs embeddings before nearest-neighbor or unique-neighbor mining, or when the user asks to "embed images", "compute image embeddings", or "generate SigLIP embeddings".
skills/tao-generate-image-embeddings/SKILL.md
Source commit fce3cca4170be75e82c64920654d56ee2811b005
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- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 3,933
- Repository last updated
- Nov 11, 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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- coding-agents Repository topic
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- llm Repository topic
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- tao Declared skill tag
- data Declared skill tag
- embeddings Declared skill tag
- mining Declared skill tag
- siglip Declared skill tag
- clip Declared skill tag
- data Derived category
- operations Derived category
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# TAO Generate Image Embeddings
Use this skill to run TAO Data Services image embedding. The skill consumes a parquet of image filepaths and writes a parquet with an embedding column. Downstream mining skills (`tao-mine-od-images`, `tao-mine-nearest-neighbors`) consume its output.
The container entrypoint is:
```bash
embedding image_embeddings -e /absolute/path/to/image_embeddings.yaml
```
## Inputs
The user can provide either an existing spec or the fields needed to generate one.
