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Update app.py
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app.py
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@@ -32,14 +32,14 @@ def get_text_chunks(text):
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def get_vectorstore(text_chunks):
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# embeddings = OpenAIEmbeddings()
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embeddings = HuggingFaceInstructEmbeddings(model_name="
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vectorstore = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
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return vectorstore
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def get_conversation_chain(vectorstore):
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# llm = ChatOpenAI()
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llm = HuggingFaceHub(repo_id="
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memory = ConversationBufferMemory(
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memory_key='chat_history', return_messages=True)
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def get_vectorstore(text_chunks):
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# embeddings = OpenAIEmbeddings()
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embeddings = HuggingFaceInstructEmbeddings(model_name="NousResearch/Llama-2-7b-hf")
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vectorstore = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
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return vectorstore
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def get_conversation_chain(vectorstore):
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# llm = ChatOpenAI()
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llm = HuggingFaceHub(repo_id="google/flan-t5-xxl", model_kwargs={"temperature":0.5, "max_length":512})
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memory = ConversationBufferMemory(
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memory_key='chat_history', return_messages=True)
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