HuggingFace – Hub of Open Source LLMs
When it comes down to hosting large number of models, there is no better provider than HuggingFace. HuggingFace has a wide range of open-source models in the Transformers, an open-source repository. Transformers has supported to powerful deep learning framework such as Transformers and PyTorch. HuggingFace provided HuggingFace Hub, a platform with over 120k models, 20k datasets, and 50k spaces (demo AI applications).
With help of HuggingFace Hub we can access and inference large language seamlessly, then brings to us to the large language model framework Langchain, that will do the job to connect different components to build the pipeline.
Build RAG pipeline using Open Source Large Language Models
In this article, we will implement Retrieval Augmented Generation aka RAG pipeline using Open-Source Large Language models with Langchain and HuggingFace.
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