Search return empty array

[nghiatran-resonancetech]

In case I am missing something,

My Redis Store (using with Langmem) is not return anything

Here is the developer redis cloud

Here is my code:

from graphs.da.sql_graph import store

results = store.search(("memories",), query="sql")

results

embeddings = AzureOpenAIEmbeddings(
    model="text-embedding-3-large",
    api_version="2023-05-15",
    api_key=os.getenv("AZURE_EASTUS_2_API_KEY"),
    azure_endpoint=os.getenv("AZURE_EASTUS_2_BASE_URL"),
)

from langgraph.store.redis import RedisStore
store = RedisStore(conn=r, index={"dims": 1536, "embed": embeddings})
store.setup()