Benjamin Consolvo
commited on
Commit
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0dc0782
1
Parent(s):
c274166
OpenAI key on sidebar
Browse files- .gitignore +1 -1
- app.py +76 -75
.gitignore
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app_backup.py
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app.py
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# Import necessary libraries
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import streamlit as st
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import os
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from openai import OpenAI
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import json
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working_dir = os.path.dirname(os.path.abspath(__file__))
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endpoint_data = json.load(open(f"{working_dir}/model_info.json"))
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def clear_chat():
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st.session_state.messages = []
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st.title("Intel® AI for Enterprise Inference \n Chatbot")
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# Extract the keys (model names) from the JSON data
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model_names = list(endpoint_data.keys())
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with st.sidebar:
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modelname = st.selectbox("Select a LLM model (Running on Intel® Gaudi®) ", model_names)
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st.write(f"You selected: {modelname}")
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st.button("Start New Chat", on_click=clear_chat)
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# Add a text input for the API key
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api_key = st.text_input("Enter your API Key", type="password")
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if api_key:
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st.session_state.api_key = api_key
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# Check if the API key is provided
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if "api_key" not in st.session_state or not st.session_state.api_key:
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st.error("Please enter your API Key in the sidebar.")
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else:
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try:
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endpoint = endpoint_data[modelname]
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api_key = st.session_state.api_key
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base_url = endpoint
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client = OpenAI(api_key=api_key, base_url=base_url)
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# Extract the model name
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models = client.models.list()
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modelname = models.data[0].id
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if "messages" not in st.session_state:
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st.session_state.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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if prompt := st.chat_input("What is up?"):
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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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try:
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stream = client.chat.completions.create(
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model=modelname,
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messages=[
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{"role": m["role"], "content": m["content"]}
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for m in st.session_state.messages
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],
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max_tokens=1024,
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stream=True,
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)
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response = st.write_stream(stream)
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except Exception as e:
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st.error(f"An error occurred while generating the response: {e}")
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response = "An error occurred while generating the response."
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st.session_state.messages.append({"role": "assistant", "content": response})
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except KeyError as e:
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st.error(f"Key error: {e}")
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except Exception as e:
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st.error(f"An unexpected error occurred: {e}")
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