metadata
license: mit
language:
- en
tags:
- fire
- firesafety
- firehazard
- environmentalimpact
- healthimpact
Fire Domain Knowledge Safety Wikipedia Embeddings
Pre-computed vector embeddings from Wikipedia articles covering fire hazard safety, environmental effects, and related topics — ready to drop into your RAG pipeline without any embedding overhead.
Dataset Details
| Property | Details |
|---|---|
| Embedding Model | nomic-ai/nomic-embed-text-v1.5 (135M) |
| Vector Dimensions | 768 |
| Source | Wikipedia |
| Topics | Fire safety, hazard prevention, environmental impact, and more |
| Format | CSV (vectors + metadata) |
Quickstart
import pandas as pd
import ast
df = pd.read_csv("hf://datasets/rakhasetiawan/fire-knowledge-embedding-wikipedia/blob/main/fire_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 license.