cognee/cognitive_architecture/modules/search/vector/search_similarity.py

19 lines
No EOL
545 B
Python

from cognitive_architecture.infrastructure.llm.get_llm_client import get_llm_client
async def search_similarity(query ,unique_layer_uuids):
client = get_llm_client()
out = []
query = await client.async_get_embedding_with_backoff(query)
# print(query)
for id in unique_layer_uuids:
result = client.search(id, query[0])
if result:
result_ = [ result_.id for result_ in result]
score_ = [ result_.score for result_ in result]
out.append([result_, score_])
return out