def write_to_weaviate(client, doc: Document, class_name: str = 'Document'):
client.data_object.create({'serialized_doc': doc.to_base64()},
class_name=class_name,
vector=doc.embedding,
uuid=str(uuid.UUID(doc.id)))
'dataType': ['blob'],
'name': '_serialized'
},
],
}]
}
import weaviate
client = weaviate.Client('http://localhost:8080')
class_exists = False
for c in client.schema.get()['classes']:
if 'JinaDocv' in c['class']:
print('\nJinaDocv found\n')
pprint(c)
class_exists = True
if class_exists == False:
print('\nCreating schema with client.schema.create(doc_schema)\n')
client.schema.create(doc_schema)
d = Document(embedding=[1, 2, 3])
did = client.data_object.create({'_serialized': d.to_base64()},
class_name='JinaDocv',
vector=d.embedding)
print(
Document.from_base64(
client.data_object.get_by_id(did)['properties']['_serialized']))