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Update app.py
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app.py
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@@ -1,6 +1,6 @@
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import os
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import streamlit as st
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from dotenv import load_dotenv
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from langchain import HuggingFaceHub
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# Load environment variables from the .env file
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@@ -15,6 +15,7 @@ def load_sql_query(question):
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# Initialize the Hugging Face model using LangChain's HuggingFaceHub class
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llm = HuggingFaceHub(
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repo_id="Salesforce/grappa_large_jnt", # Hugging Face model repo for text-to-SQL
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huggingfacehub_api_token=HUGGINGFACE_API_TOKEN, # Pass your API token
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model_kwargs={"temperature": 0.3} # Optional: Adjust response randomness
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)
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@@ -48,3 +49,4 @@ if submit and user_input:
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st.write(response)
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elif submit:
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st.warning("Please enter a question.") # Warning for empty input
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import os
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import streamlit as st
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from dotenv import load_dotenv
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from langchain import HuggingFaceHub
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# Load environment variables from the .env file
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# Initialize the Hugging Face model using LangChain's HuggingFaceHub class
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llm = HuggingFaceHub(
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repo_id="Salesforce/grappa_large_jnt", # Hugging Face model repo for text-to-SQL
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task="text2text-generation", # Set the task to 'text2text-generation'
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huggingfacehub_api_token=HUGGINGFACE_API_TOKEN, # Pass your API token
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model_kwargs={"temperature": 0.3} # Optional: Adjust response randomness
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)
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st.write(response)
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elif submit:
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st.warning("Please enter a question.") # Warning for empty input
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+
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