LlamaIndex Vector_Stores Integration: Alibaba Cloud OpenSearch
Please refer to the notebook for usage of AlibabaCloud OpenSearch as vector store in LlamaIndex.
Example Usage
pip install llama-index
pip install llama-index-vector-stores-alibabacloud-opensearch
# Connect to existing instance
from llama_index.core import VectorStoreIndex
from llama_index.vector_stores.alibabacloud_opensearch import (
AlibabaCloudOpenSearchStore,
AlibabaCloudOpenSearchConfig,
)
config = AlibabaCloudOpenSearchConfig(
endpoint="***",
instance_id="***",
username="your_username",
password="your_password",
table_name="llama",
)
vector_store = AlibabaCloudOpenSearchStore(config)
# Create index from existing stored vectors
index = VectorStoreIndex.from_vector_store(vector_store)
query_engine = index.as_query_engine()
response = query_engine.query(
"What did the author study prior to working on AI?"
)
print(response)
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