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community: Add IPEX-LLM BGE embedding support on both Intel CPU and GPU #15

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Oscilloscope98
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@Oscilloscope98 Oscilloscope98 commented May 21, 2024

Description: 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. This PR adds ipex-llm integrations to langchain for BGE embedding support on both Intel CPU and GPU.
Dependencies: ipex-llm, sentence-transformers
Contribution maintainer: @Oscilloscope98
tests and docs:

  • langchain/docs/docs/integrations/text_embedding/ipex_llm_gpu.ipynb
  • langchain/docs/docs/integrations/text_embedding/ipex_llm_gpu.ipynb
  • langchain/libs/community/tests/integration_tests/embeddings/test_ipex_llm.py

@Oscilloscope98 Oscilloscope98 changed the title [WIP] Add IPEX-LLM BGE embedding support on both Intel CPU and GPU [WIP] community: Add IPEX-LLM BGE embedding support on both Intel CPU and GPU May 22, 2024
@Oscilloscope98 Oscilloscope98 changed the title [WIP] community: Add IPEX-LLM BGE embedding support on both Intel CPU and GPU community: Add IPEX-LLM BGE embedding support on both Intel CPU and GPU May 28, 2024
@Oscilloscope98 Oscilloscope98 merged commit c449312 into intel-staging:ipex-llm-embedding May 28, 2024
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