---
license: mit
language:
- en
tags:
- agriculture
- plants
- farming
---

# Agriculture Domain Knowledge Safety Wikipedia Embeddings

Pre-computed vector embeddings from Wikipedia articles covering **Agriculture**, **Planting Methods**, and related topics — ready to drop into your RAG pipeline without any embedding overhead.

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## Dataset Details

| Property | Details |
|---|---|
| Embedding Model | [`nomic-ai/nomic-embed-text-v1.5`](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5) (135M) |
| Vector Dimensions | `768` |
| Source | Wikipedia |
| Topics | Agriculture, various plants, planting methods and more |
| Format | CSV (vectors + metadata) |

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## Quickstart

```python
import pandas as pd
import ast

df = pd.read_csv("hf://datasets/rakhasetiawan/agricultural-knowledge-embedding-wikipedia/blob/main/agriculture_domain_vector_embeddings.csv")

# Convert the embedding column from string to list
df["embedding"] = df["embedding"].apply(ast.literal_eval)

print(df.head())
# text | embedding | title | url
```

## License

Dataset content is sourced from Wikipedia and is available under the [Creative Commons Attribution-ShareAlike 4.0](https://creativecommons.org/licenses/by-sa/4.0/) license.

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