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import streamlit as st |
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from openai import OpenAI |
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import time |
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st.set_page_config(page_title="Basic Chatbot with Streamlit and OpenAI Assistant") |
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st.title("Basic Chatbot with Streamlit and OpenAI Assistant") |
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st.caption("Features text streaming using OpenAI Assistants API") |
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with st.sidebar: |
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OPENAI_API_KEY = st.text_input("Enter your OpenAI API Key", type="password") |
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st.subheader("Minutes Uploads") |
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uploaded_files = st.file_uploader("Upload meeting minutes (PDF/DOCX)", type=["pdf", "docx"], accept_multiple_files=True) |
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if uploaded_files: |
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st.write("### Uploaded Files:") |
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for uploaded_file in uploaded_files: |
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st.write(f"- {uploaded_file.name}") |
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if OPENAI_API_KEY: |
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client = OpenAI(api_key=OPENAI_API_KEY) |
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else: |
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st.error("Please enter your OpenAI API key to continue.") |
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st.stop() |
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ASSISTANT_ID = "asst_rd9h8PfYuOmHbkvOF3RTmVfn" |
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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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role, content = message["role"], message["content"] |
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if role == "assistant" and "|" in content: |
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st.chat_message(role).write(content, unsafe_allow_html=True) |
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else: |
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st.chat_message(role).write(content) |
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if prompt := st.chat_input(): |
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st.session_state.messages.append({"role": "user", "content": prompt}) |
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st.chat_message("user").write(prompt) |
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try: |
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thread = client.beta.threads.create() |
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thread_id = thread.id |
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client.beta.threads.messages.create( |
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thread_id=thread_id, |
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role="user", |
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content=prompt |
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) |
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run = client.beta.threads.runs.create( |
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thread_id=thread_id, |
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assistant_id=ASSISTANT_ID |
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) |
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while True: |
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run_status = client.beta.threads.runs.retrieve(thread_id=thread_id, run_id=run.id) |
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if run_status.status == "completed": |
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break |
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time.sleep(1) |
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messages = client.beta.threads.messages.list(thread_id=thread_id) |
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assistant_message = messages.data[0].content[0].text.value |
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if "|" in assistant_message and "---" in assistant_message: |
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formatted_message = f"```\n{assistant_message}\n```" |
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st.chat_message("assistant").write(formatted_message, unsafe_allow_html=True) |
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else: |
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st.chat_message("assistant").write(assistant_message) |
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st.session_state.messages.append({"role": "assistant", "content": assistant_message}) |
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except Exception as e: |
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st.error(f"Error: {str(e)}") |