use InMemoryLookupKB for spacy 3.5 (#181)

* use InMemoryLookupKB for spacy 3.5

* update spacy version in yml

Author: svlandeg

tutorials/nel_emerson/project.yml

@@ -13,7 +13,7 @@ vars:
   dev: "dev"
   version: "0.0.3"
 
-spacy_version: ">=3.0.0,<3.5.0"
+spacy_version: ">=3.5.0,<3.6.0"
 
 # These are the directories that the project needs. The project CLI will make
 # sure that they always exist.

tutorials/nel_emerson/scripts/create_kb.py

@@ -4,7 +4,7 @@
 from pathlib import Path
 
 import spacy
-from spacy.kb import KnowledgeBase
+from spacy.kb import InMemoryLookupKB
 
 
 def main(entities_loc: Path, vectors_model: str, kb_loc: Path, nlp_dir: Path):
@@ -20,7 +20,7 @@ def main(entities_loc: Path, vectors_model: str, kb_loc: Path, nlp_dir: Path):
 
     name_dict, desc_dict = _load_entities(entities_loc)
 
-    kb = KnowledgeBase(vocab=nlp.vocab, entity_vector_length=300)
+    kb = InMemoryLookupKB(vocab=nlp.vocab, entity_vector_length=300)
 
     for qid, desc in desc_dict.items():
         desc_doc = nlp(desc)