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bee55aa
1
Parent(s):
b7d66ca
Update app.py
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app.py
CHANGED
@@ -1,22 +1,20 @@
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import os
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import streamlit as st
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from langchain import HuggingFaceHub, LLMChain
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from git import Repo
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#
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os.system("pip freeze > requirements.txt")
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os.system("pip install -r requirements.txt")
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st.set_page_config(layout="wide", initial_sidebar_state="auto", theme="dark")
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st.title("Hugging Face Space Demo")
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repository_url = st.text_input("Enter GitHub repository URL:", "")
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access_token = st.text_input("Enter GitHub access token (optional):", "")
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debug_logging = st.checkbox("Enable debug logging")
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if st.button("Run"):
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if debug_logging:
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import logging
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logging.basicConfig(filename='log.txt', level=logging.DEBUG, format='%(asctime)s %(message)s')
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logging.debug('Starting the process')
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@@ -29,7 +27,7 @@ if st.button("Run"):
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hub_llm = HuggingFaceHub(repo_id='google/flan-t5-xl', model_kwargs={'temperature': 1e-10})
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# Create a prompt template and LLM chain
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prompt = "What is the main purpose of the repository at {}?"
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llm_chain = LLMChain(prompt=prompt, llm=hub_llm)
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# Get the result
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@@ -38,3 +36,7 @@ if st.button("Run"):
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if debug_logging:
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logging.debug('Finished the process')
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import os
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import logging
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import streamlit as st
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from git import Repo
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from langchain import HuggingFaceHub, LLMChain
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# Set page configuration
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st.set_page_config(layout="wide", initial_sidebar_state="auto", theme="dark")
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# Collect user inputs
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repository_url = st.text_input("Enter GitHub repository URL:", "")
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access_token = st.text_input("Enter GitHub access token (optional):", "")
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debug_logging = st.checkbox("Enable debug logging")
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# Run the process
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if st.button("Run"):
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if debug_logging:
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logging.basicConfig(filename='log.txt', level=logging.DEBUG, format='%(asctime)s %(message)s')
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logging.debug('Starting the process')
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hub_llm = HuggingFaceHub(repo_id='google/flan-t5-xl', model_kwargs={'temperature': 1e-10})
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# Create a prompt template and LLM chain
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prompt = f"What is the main purpose of the repository at {repository_url}?"
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llm_chain = LLMChain(prompt=prompt, llm=hub_llm)
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# Get the result
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if debug_logging:
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logging.debug('Finished the process')
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# Run pip freeze and pip install -r requirements.txt
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os.system("pip freeze > requirements.txt")
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os.system("pip install -r requirements.txt")
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