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BAAI

Beijing Academy of Artificial Intelligence (BAAI) (Wikipedia), also known as Zhiyuan Institute, is a Chinese non-profit artificial intelligence (AI) research laboratory. BAAI conducts AI research and is dedicated to promoting collaboration among academia and industry, as well as fostering top talent and a focus on long-term research on the fundamentals of AI technology. As a collaborative hub, BAAI's founding members include leading AI companies, universities, and research institutes.

Embedding Models​

HuggingFaceBgeEmbeddings​

BGE models on the HuggingFace are one of the best open-source embedding models.

See a usage example.

from langchain_community.embeddings import HuggingFaceBgeEmbeddings

IpexLLMBgeEmbeddings​

IPEX-LLM is a PyTorch library for running LLM on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max) with very low latency.

See a usage example running model on Intel CPU. See a usage example running model on Intel GPU.

from langchain_community.embeddings import IpexLLMBgeEmbeddings
API Reference:IpexLLMBgeEmbeddings

QuantizedBgeEmbeddings​

See a usage example.

from langchain_community.embeddings import QuantizedBgeEmbeddings

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