llama-index-embeddings-alibabacloud-aisearch 0.3.0

llama-index embeddings alibabacloud_aisearch integration

LlamaIndex Embeddings Integration: Alibabacloud_Aisearch

Installation

pip install llama-index-embeddings-alibabacloud-aisearch

Usage

For further details, please visit text-embedding-api-details.

You can specify the endpoint and aisearch_api_key in the constructor, or set the environment variables AISEARCH_ENDPOINT and AISEARCH_API_KEY.

from llama_index.embeddings.alibabacloud_aisearch import (
    AlibabaCloudAISearchEmbedding,
)

embed_model = AlibabaCloudAISearchEmbedding()
embedding = embed_model.get_query_embedding("llama-index")
print(len(embedding))

# embeddings = embed_model.get_text_embedding_batch(
#     ["科学技术是第一生产力", "opensearch产品文档"], show_progress=True
# )