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Which of the following is the correct way to import the HuggingFace open-source embedding model in Langchain?

easy📝 Syntax Q3 of 15
LangChain - Embeddings and Vector Stores
Which of the following is the correct way to import the HuggingFace open-source embedding model in Langchain?
Afrom langchain.models import HuggingFaceEmbedding
Bimport HuggingFaceEmbeddings from langchain.models
Cfrom langchain.embeddings import HuggingFaceEmbeddings
Dimport langchain.embeddings.HuggingFaceEmbeddings
Step-by-Step Solution
Solution:
  1. Step 1: Understand Langchain module structure

    The HuggingFaceEmbeddings class is located in the langchain.embeddings module.
  2. Step 2: Check import syntax

    The correct Python import syntax for a class is 'from module import ClassName'.
  3. Final Answer:

    from langchain.embeddings import HuggingFaceEmbeddings -> Option C
  4. Quick Check:

    Verify the module and class names match exactly. [OK]
Quick Trick: Use 'from langchain.embeddings import HuggingFaceEmbeddings' [OK]
Common Mistakes:
  • Confusing module names or class names
  • Using incorrect import syntax
  • Assuming the class is in langchain.models

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