| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - agriculture |
| - plants |
| - farming |
| --- |
| |
| # Agriculture Domain Knowledge Safety Wikipedia Embeddings |
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| 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 |
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| | 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 |
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| ```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 |
| ``` |
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| ## License |
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| 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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