fix.py

from endee import Endee, Precision 
from sentence_transformers import SentenceTransformer 
import json 
from pathlib import Path 
c = Endee() 
c.set_base_url('http://localhost:8090/api/v1') 
try: 
    c.delete_index('industrial_docs') 
    print('Deleted old index') 
except: pass 
docs = json.loads(Path('F:/endee/documents.json').read_text(encoding='utf-8')) 
model = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2') 
c.create_index(name='industrial_docs', dimension=384, space_type='cosine') 
idx = c.get_index('industrial_docs') 
texts = [d['title']+'. '+d['content'] for d in docs] 
vecs = model.encode(texts, normalize_embeddings=True).tolist() 
items = [{'id':d['id'],'vector':v,'meta':{'title':d['title'],'category':d['category'],'content':d['content']}} for d,v in zip(docs,vecs)] 
idx.upsert(items) 
print('Done! Indexed', len(items), 'documents!')