guys have anyone try recommendations? I try to gen...
# community-helpd
Dian Alhusari
05/03/2025, 10:04 AMguys have anyone try recommendations? I try to generate embedding from model that I training, but why the all embedding is 0
k
Kishore Nallan
05/03/2025, 5:33 PMPlease post the full reproducible code.
d
Dian Alhusari
05/04/2025, 2:10 AMSo I train to generate embedding
./starspace train -trainFile /research/Starspace/spes_sub_spes.txt -model SpesialisModel -label '' -trainMode 1 -epoch 50 -dim 768
and then I try to generate embedding the data train
while read -r item; do
embedding=$(echo "${item}" | ./embed_doc SpesialisModel| tail -1 | tr ' ' ',')
echo "{\"id\":\"${item}\",\"embedding\":[${embedding%?}]}" >> "${output_jsonl_file}"
done <<< "${unique_items}"
then, I try to generate data test or another input
export embedding=$(echo "laktasi" | ./embed_doc SpesialisModel | tail -1 | tr ' ' ',')
but I got the embedding 0.
Dian Alhusari
05/04/2025, 2:13 AMSo I'm trying to make a recommendation for vector search which is not include in dataset, is it possible to use recommendation
Dian Alhusari
05/04/2025, 2:15 AMI have some data want to recommend product. So if the user want to search the data in not in the dataset, my expected is can be recommend another product
Dian Alhusari
05/05/2025, 1:08 AM@Kishore Nallan Can u help me with this?
k
Kishore Nallan
05/05/2025, 8:27 AMThe starspace related guide is a bit outdated now because that project is no longer maintained by Facebook. We are working on a new recommendation engine. Meanwhile I recommend relying on content based recommendations by embedding of the content.
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