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Update app.py
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app.py
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@@ -1,4 +1,5 @@
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import streamlit as st
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from langchain.document_loaders.csv_loader import CSVLoader
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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from langchain.embeddings import HuggingFaceEmbeddings
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@@ -8,6 +9,9 @@ from langchain.memory import ConversationBufferMemory
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from langchain.chains import ConversationalRetrievalChain
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import sys
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DB_FAISS_PATH = "vectorstore/db_faiss"
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loader = CSVLoader(file_path="data/2019.csv", encoding="utf-8", csv_args={'delimiter': ','})
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data = loader.load()
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@@ -40,6 +44,14 @@ pipe = pipeline("text-generation",model="mistralai/Mistral-7B-v0.1",model_type="
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qa = ConversationalRetrievalChain.from_llm(llm, retriever=docsearch.as_retriever())
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while True:
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chat_history = []
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#query = "What is the value of GDP per capita of Finland provided in the data?"
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import streamlit as st
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from streamlit_chat import message
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from langchain.document_loaders.csv_loader import CSVLoader
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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from langchain.embeddings import HuggingFaceEmbeddings
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from langchain.chains import ConversationalRetrievalChain
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import sys
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st.title("Chat with csv using Open Source Inference point")
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DB_FAISS_PATH = "vectorstore/db_faiss"
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loader = CSVLoader(file_path="data/2019.csv", encoding="utf-8", csv_args={'delimiter': ','})
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data = loader.load()
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qa = ConversationalRetrievalChain.from_llm(llm, retriever=docsearch.as_retriever())
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# Insert a chat message container.
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>>> with st.chat_message("user"):
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>>> st.write("Hello 👋")
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>>> st.line_chart(np.random.randn(30, 3))
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# Display a chat input widget.
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>>> st.chat_input("Say something")
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while True:
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chat_history = []
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#query = "What is the value of GDP per capita of Finland provided in the data?"
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