basantcuraj commited on
Commit
89a8da0
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verified ·
1 Parent(s): c475ba1

Update app.py

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Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -30,7 +30,7 @@ def get_pdf_text(pdf_docs):
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  def get_text_chunks(text):
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- text_splitter = RecursiveCharacterTextSplitter(chunk_size=10000, chunk_overlap=1000)
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  chunks = text_splitter.split_text(text)
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  return chunks
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@@ -45,7 +45,7 @@ def get_conversational_chain():
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  prompt_template = """
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  Answer the question as detailed as possible from the provided context, make sure to provide all the details, if the answer is not in
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- provided context just say, "answer is not available in the context", don't provide the wrong answer\n\n
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  Context:\n {context}?\n
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  Question: \n{question}\n
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@@ -53,7 +53,7 @@ def get_conversational_chain():
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  """
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  model = ChatGoogleGenerativeAI(model="gemini-pro",
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- temperature=0.3, google_api_key='AIzaSyAZ6yZYDu8cbdpm1_4XmvWLQIy7PkUR5-M')
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  prompt = PromptTemplate(template = prompt_template, input_variables = ["context", "question"])
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  chain = load_qa_chain(model, chain_type="stuff", prompt=prompt)
 
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  def get_text_chunks(text):
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+ text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=800)
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  chunks = text_splitter.split_text(text)
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  return chunks
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  prompt_template = """
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  Answer the question as detailed as possible from the provided context, make sure to provide all the details, if the answer is not in
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+ provided context just say, "I could not find the answer, can you please try different words", don't provide the wrong answer\n\n
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  Context:\n {context}?\n
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  Question: \n{question}\n
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  """
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  model = ChatGoogleGenerativeAI(model="gemini-pro",
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+ temperature=0.1, google_api_key='AIzaSyAZ6yZYDu8cbdpm1_4XmvWLQIy7PkUR5-M')
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  prompt = PromptTemplate(template = prompt_template, input_variables = ["context", "question"])
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  chain = load_qa_chain(model, chain_type="stuff", prompt=prompt)