harshith1411 commited on
Commit
c7d0bae
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1 Parent(s): e47e583

Update app.py

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Files changed (1) hide show
  1. app.py +33 -34
app.py CHANGED
@@ -2,16 +2,12 @@ import streamlit as st
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  import os
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  # YOUR API KEY
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- API_KEY = "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"
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- os.environ["OPENAI_API_KEY"] = API_KEY
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  from langchain_openai import ChatOpenAI
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- import tiktoken
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- @st.cache_resource
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- def get_chatbot():
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- # Simple knowledge base - no complex splitting
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- knowledge = """
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  SR University is located in Warangal, Telangana, India.
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  Computer Science program focuses on AI/ML, DSA, Java/Python, AWS/Azure, software engineering.
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@@ -24,46 +20,49 @@ Internship tips:
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  3. Apply startups: AngelList, Y Combinator
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  4. Practice system design, behavioral interviews
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  5. Target: Google, Microsoft, Hyderabad/Bangalore startups
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- """
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-
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- llm = ChatOpenAI(model="gpt-4o-mini", temperature=0)
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-
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- def rag_chat(query):
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- prompt = f"""
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- Use ONLY this context to answer:
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- {knowledge}
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-
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- Question: {query}
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-
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- Answer concisely and accurately:
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- """
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- return llm.invoke(prompt).content
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-
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- return rag_chat
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- # UI
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- st.title("🧠 RAG Chatbot")
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- st.info("💡 Answers about SR University, AI internships, projects")
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- chatbot = get_chatbot()
 
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  if "messages" not in st.session_state:
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  st.session_state.messages = []
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- # Chat history
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  for message in st.session_state.messages:
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  with st.chat_message(message["role"]):
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  st.markdown(message["content"])
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- # New message
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- if prompt := st.chat_input("Ask about university, internships..."):
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- st.session_state.messages.append({"role": "user", "content": prompt})
 
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  with st.chat_message("user"):
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- st.markdown(prompt)
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  with st.chat_message("assistant"):
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- with st.spinner("Answering..."):
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- response = chatbot(prompt)
 
 
 
 
 
 
 
 
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  st.markdown(response)
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  st.session_state.messages.append({"role": "assistant", "content": response})
 
 
 
 
 
 
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  import os
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  # YOUR API KEY
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+ os.environ["OPENAI_API_KEY"] = "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"
 
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  from langchain_openai import ChatOpenAI
 
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+ # Knowledge base
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+ KNOWLEDGE = """
 
 
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  SR University is located in Warangal, Telangana, India.
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  Computer Science program focuses on AI/ML, DSA, Java/Python, AWS/Azure, software engineering.
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  3. Apply startups: AngelList, Y Combinator
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  4. Practice system design, behavioral interviews
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  5. Target: Google, Microsoft, Hyderabad/Bangalore startups
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+ """
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ @st.cache_resource
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+ def init_chatbot():
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+ return ChatOpenAI(model="gpt-4o-mini", temperature=0)
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+ st.title("🧠 RAG Chatbot")
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+ st.markdown("💡 Ask about SR University, AI internships, projects...")
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+ chatbot = init_chatbot()
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  if "messages" not in st.session_state:
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  st.session_state.messages = []
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+ # Display chat messages
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  for message in st.session_state.messages:
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  with st.chat_message(message["role"]):
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  st.markdown(message["content"])
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+ # Chat input
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+ if query := st.chat_input("Type your question here..."):
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+ # Add user message
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+ st.session_state.messages.append({"role": "user", "content": query})
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  with st.chat_message("user"):
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+ st.markdown(query)
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+ # Generate response
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  with st.chat_message("assistant"):
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+ with st.spinner('Thinking...'):
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+ prompt = f"""Use ONLY this context to answer:
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+
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+ {KNOWLEDGE}
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+
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+ Question: {query}
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+
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+ Answer:"""
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+
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+ response = chatbot.invoke(prompt).content
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  st.markdown(response)
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+ # Add assistant response to chat history
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  st.session_state.messages.append({"role": "assistant", "content": response})
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+
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+ # Clear chat button
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+ if st.button("🗑️ Clear Chat"):
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+ st.session_state.messages = []
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+ st.rerun()