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512 B
512 B
from swarms.artifacts import BaseArtifact
from swarms.drivers import LocalVectorStoreDriver
from swarms.loaders import WebLoader
vector_store = LocalVectorStoreDriver()
[
vector_store.upsert_text_artifact(a, namespace="swarms")
for a in WebLoader(max_tokens=100).load("https://www.swarms.ai")
]
results = vector_store.query(
"creativity",
count=3,
namespace="swarms"
)
values = [BaseArtifact.from_json(r.meta["artifact"]).value for r in results]
print("\n\n".join(values))