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Commit ·
a7da315
1
Parent(s): a5c0bcc
Update main.py
Browse files
main.py
CHANGED
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@@ -81,19 +81,19 @@ def to_cache(file):
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return "https://cipen.univ-gustave-eiffel.fr/fileadmin/CIPEN/datas/assets/docs/" + file + ".csv"
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@cl.cache
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-
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index_name = os.environ['PINECONE_INDEX_NAME']
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embeddings = HuggingFaceEmbeddings()
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-
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pinecone.init(
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api_key=os.environ['PINECONE_API_KEY'],
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environment="us-west4-gcp-free"
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)
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-
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vectorstore = Pinecone.from_existing_index(
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index_name=index_name, embedding=embeddings
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)
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-
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retriever = vectorstore.as_retriever(search_type="similarity_score_threshold", search_kwargs={"score_threshold": .7, "k": 30,"filter": {'categorie': {'$eq': 'OF'}}})
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return retriever
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return "https://cipen.univ-gustave-eiffel.fr/fileadmin/CIPEN/datas/assets/docs/" + file + ".csv"
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@cl.cache
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+
def retriever_to_cache():
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index_name = os.environ['PINECONE_INDEX_NAME']
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embeddings = HuggingFaceEmbeddings()
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time.sleep(5)
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pinecone.init(
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api_key=os.environ['PINECONE_API_KEY'],
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environment="us-west4-gcp-free"
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)
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time.sleep(5)
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vectorstore = Pinecone.from_existing_index(
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index_name=index_name, embedding=embeddings
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)
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time.sleep(10)
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retriever = vectorstore.as_retriever(search_type="similarity_score_threshold", search_kwargs={"score_threshold": .7, "k": 30,"filter": {'categorie': {'$eq': 'OF'}}})
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return retriever
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