txtai-wikipedia

110
75
license:cc-by-sa-3.0
by
NeuML
Embedding Model
OTHER
New
110 downloads
Early-stage
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Edge AI:
Mobile
Laptop
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Unknown
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Examplepython
from txtai.embeddings import Embeddings

# Load the index from the HF Hub
embeddings = Embeddings()
embeddings.load(provider="huggingface-hub", container="neuml/txtai-wikipedia")

# Run a search
embeddings.search("Roman Empire")

# Run a search matching only the Top 1% of articles
embeddings.search("""
   SELECT id, text, score, percentile FROM txtai WHERE similar('Boston') AND
   percentile >= 0.99
""")
Build the indexbash
pip install ragdata mwparserfromhell
bash
mkdir -p pageviews/data
wget -P pageviews/data https://dumps.wikimedia.org/other/pageview_complete/monthly/2025/2025-10/pageviews-202510-user.bz2
python -m ragdata.wikipedia.views -p en.wikipedia -v pageviews

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