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Update app.py
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app.py
CHANGED
@@ -1,11 +1,11 @@
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import requests
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from bs4 import BeautifulSoup
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import gradio as gr
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from langchain.chains.question_answering import load_qa_chain
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# from langchain.llms import HuggingFaceHub
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from transformers import pipeline
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from langchain.llms import HuggingFacePipeline
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from langchain.docstore.document import Document
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from langchain.chains.question_answering import load_qa_chain
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from transformers import pipeline
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from sentence_transformers import SentenceTransformer
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@@ -179,10 +179,7 @@ def chatbot(query):
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# Process the most relevant chunk with QA
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# result_in_russian = qa_chain.run(input_documents=[{"text": most_relevant_section}], question=query_in_russian)
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result_in_russian = qa_chain.run(
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input_documents=[Document(page_content=most_relevant_section)],
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question=query_in_russian
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)
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# Translate answer back to the original language as best as we can
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final_answer = translate_answer_back(result_in_russian, query_language)
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import requests
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from bs4 import BeautifulSoup
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import gradio as gr
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from langchain.docstore.document import Document
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from langchain.chains.question_answering import load_qa_chain
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# from langchain.llms import HuggingFaceHub
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from transformers import pipeline
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from langchain.llms import HuggingFacePipeline
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from langchain.chains.question_answering import load_qa_chain
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from transformers import pipeline
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from sentence_transformers import SentenceTransformer
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# Process the most relevant chunk with QA
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# result_in_russian = qa_chain.run(input_documents=[{"text": most_relevant_section}], question=query_in_russian)
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result_in_russian = qa_chain.run(input_documents=[Document(page_content=most_relevant_section)], question=query_in_russian)
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# Translate answer back to the original language as best as we can
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final_answer = translate_answer_back(result_in_russian, query_language)
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