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Update app.py
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app.py
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@@ -3,13 +3,14 @@ from langchain.chains import RetrievalQA
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from langchain_community.llms import HuggingFaceHub
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from langchain.vectorstores import Pinecone
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from langchain_community.embeddings import HuggingFaceEmbeddings
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import os
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from sentence_transformers import SentenceTransformer
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embedding_model = HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
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host = "https://course-index-po5vpk1.svc.aped-4627-b74a.pinecone.io"
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pc =
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vector_store = Pinecone(index=index, embedding = embedding_model, text_key = "desciption")
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llm = HuggingFaceHub(repo_id="t5-small", model_kwargs={"temperature": 0.5, "max_length": 64})
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from langchain_community.llms import HuggingFaceHub
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from langchain.vectorstores import Pinecone
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from langchain_community.embeddings import HuggingFaceEmbeddings
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import pinecone
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import os
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from sentence_transformers import SentenceTransformer
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embedding_model = HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
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host = "https://course-index-po5vpk1.svc.aped-4627-b74a.pinecone.io"
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pc = pinecone(api_key=os.getenv("PINECONE_API_KEY")
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# pc = PineconeClient(api_key=os.getenv("PINECONE_API_KEY"))
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index = pinecone.Index("course-index", host = host)
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vector_store = Pinecone(index=index, embedding = embedding_model, text_key = "desciption")
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llm = HuggingFaceHub(repo_id="t5-small", model_kwargs={"temperature": 0.5, "max_length": 64})
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