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Tomaz Bratanic tomasonjo

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@tomasonjo
tomasonjo / disambiguation.csv
Created March 31, 2023 11:40
i entities
22 [moray eel, Moray, Moray Eel, moray, morays]
16 [lionfish, lionfishes, Lionfish]
9 [Brittle star, brittle stars, brittle star]
6 [hermit crab, Hermit crab]
5 [Monkfish, monkfish]
@tomasonjo
tomasonjo / cities.csv
Created March 24, 2023 15:32
city score
London 12.320386101389396
Dallas 11.604308264695526
Chicago 11.081546829885607
Denver 10.824950447248376
Paris 10.57606113388873
@tomasonjo
tomasonjo / neogpt_train.py
Created February 15, 2023 10:30
# What are the latest news?
MATCH (a:Article) RETURN a.webTitle AS response ORDER BY a.date DESC LIMIT 3
# What are the latest positive news?
MATCH (a:Article) WHERE a.sentiment > 0 RETURN a.webTitle AS response ORDER BY a.date DESC LIMIT 3
# What are the latest news about Apple?
MATCH (e:Entity {id:"Apple"})<-[m:MENTIONS]-(a) RETURN a.webTitle AS response ORDER BY m.confidence DESC LIMIT 3
# What are the latest news about COVID-19?
@tomasonjo
tomasonjo / docs_gds_keyword.csv
Created January 3, 2023 10:08
keyword mentions
graph 259
algorithm 188
node 127
neo4j graph 88
neo4j 76
@tomasonjo
tomasonjo / docs_keyword.csv
Created January 3, 2023 10:07
keyword mentions
node 1194
neo4j 983
clipboard 868
graph 596
java 537
@tomasonjo
tomasonjo / docs_pagerank.csv
Created January 2, 2023 20:20
score url pagerank
598.00 https://neo4j.com/developer/kb 38.593852
55.0 https://neo4j.com/graphconnect-2018 21.989673
21.0 https://neo4j.com/labs/apoc/4.4/graph-querying/node-querying 12.607568
21.0 https://neo4j.com/labs/apoc/4.3/graph-querying/node-querying 12.420046
70.0 https://neo4j.com/docs/operations-manual/5/reference/configuration-settings 12.392406
@tomasonjo
tomasonjo / docs_degree.csv
Created January 2, 2023 20:08
score url
598.0 https://neo4j.com/developer/kb
391.0 https://neo4j.com/developer-blog/tagged/neo4j
235.0 https://neo4j.com/developer-blog/tagged/graph-database
165.0 https://neo4j.com/graphgists/categories/web-amp-social
165.0 https://neo4j.com/graphgists/categories/finance
@tomasonjo
tomasonjo / docs_outside.csv
Created January 2, 2023 19:36
page links
http://localhost:7474 38
https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases/tag/4.3.0.12 38
https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases/tag/4.4.0.12 37
https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/quickstarts/text-analytics-sdk 37
https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_access-keys.html 37
@tomasonjo
tomasonjo / embeddings.py
Created December 27, 2022 21:17
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2")
def generate_embeddings(text):
embeddings = model.encode(text)
return [float(x) for x in embeddings.tolist()]
@tomasonjo
tomasonjo / keyword_tokens.py
Created December 27, 2022 21:09
def extract_keywords(text):
"""
Extract keywords and construct them back from tokens
"""
result = list()
keyword = ""
for token in nlp(text):
if token['entity'] == 'I-KEY':
keyword += token['word'][2:] if \
token['word'].startswith("##") else f" {token['word']}"