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danielRamon commited on
Commit
44bec2e
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1 Parent(s): 458a8ea

feat ✨: Add caching mechanism for sentence transformers models

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Files changed (2) hide show
  1. .gitignore +3 -2
  2. chroma_utils.py +3 -0
.gitignore CHANGED
@@ -1,3 +1,4 @@
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  .vscode/launch.json
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- __pycache__/chroma_utils.cpython-311.pyc
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- chroma_data/
 
 
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  .vscode/launch.json
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+ __pycache__/
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+ chroma_data/
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+
chroma_utils.py CHANGED
@@ -1,8 +1,11 @@
 
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  from langchain_chroma import Chroma
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  # from langchain_ollama import OllamaEmbeddings
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  from langchain_huggingface import HuggingFaceEmbeddings
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  from langchain_core.documents import Document
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  embed = HuggingFaceEmbeddings(
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  model_name="sentence-transformers/all-mpnet-base-v2")
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+ import os
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  from langchain_chroma import Chroma
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  # from langchain_ollama import OllamaEmbeddings
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  from langchain_huggingface import HuggingFaceEmbeddings
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  from langchain_core.documents import Document
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+ os.environ['SENTENCE_TRANSFORMERS_HOME'] = './.cache'
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+
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  embed = HuggingFaceEmbeddings(
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  model_name="sentence-transformers/all-mpnet-base-v2")
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