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app.py
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import streamlit as st
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from huggingface_hub import InferenceClient
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"""
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Developed by Hashir Ehtisham
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"""
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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max_tokens,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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for val in history:
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if val[0]:
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messages.append({"role": "user", "content": val[0]})
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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messages.append({"role": "user", "content": message})
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response = ""
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for message in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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stream=True,
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temperature=temperature,
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top_p=top_p,
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):
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token = message.choices[0].delta.content
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response += token
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return response
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def send_message():
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message = st.session_state["new_message"]
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if message:
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st.session_state.history.append((message, ""))
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response = respond(
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message=message,
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history=st.session_state.history,
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system_message=st.session_state.system_message,
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max_tokens=st.session_state.max_tokens,
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temperature=st.session_state.temperature,
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top_p=st.session_state.top_p,
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)
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st.session_state.history[-1] = (message, response)
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st.session_state["new_message"] = ""
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# Streamlit UI
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st.title("Emotional Support Chatbot")
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st.write("Hello! I'm here to support you emotionally and answer any questions. How are you feeling today?")
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system_message = st.text_input("System message", value="You are a friendly Emotional Support Chatbot.", key="system_message")
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with st.expander("Settings"):
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max_tokens_options = [64, 128, 256, 512, 1024, 2048]
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temperature_options = [0.1, 0.3, 0.5, 0.7, 1.0, 1.5, 2.0, 3.0, 4.0]
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top_p_options = [0.1, 0.2, 0.3, 0.5, 0.7, 0.8, 0.9, 0.95, 1.0]
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max_tokens = st.selectbox("Max new tokens", options=max_tokens_options, index=max_tokens_options.index(512), key="max_tokens")
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temperature = st.selectbox("Temperature", options=temperature_options, index=temperature_options.index(0.7), key="temperature")
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top_p = st.selectbox("Top-p (nucleus sampling)", options=top_p_options, index=top_p_options.index(0.95), key="top_p")
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if 'history' not in st.session_state:
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st.session_state.history = []
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# Display chat history above the message input
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st.text_area("Chat History", value="\n".join([f"User: {h[0]}\nBot: {h[1]}" for h in st.session_state.history]), height=400, key="chat_history")
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message = st.text_input("Your message", key="new_message", on_change=send_message)
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