budikomarudin commited on
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Create app.py

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  1. app.py +60 -0
app.py ADDED
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+ import gradio as gr
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+ import os
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+ from langchain_openai import ChatOpenAI
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+
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+ # Set up the SambaNova Chat API client
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+ api_key = os.environ.get("FEATHERLESS_API_KEY")
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+ llm = ChatOpenAI(
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+ base_url="https://api.featherless.ai/v1/",
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+ api_key=api_key,
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+ streaming=True,
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+ model="Qwen/Qwen3-32B",
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+ )
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+
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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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+
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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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+
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+ messages.append({"role": "user", "content": message})
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+
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+ # Update the ChatOpenAI instance with the current parameters
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+ llm.max_tokens = max_tokens
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+ llm.temperature = temperature
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+ llm.top_p = top_p
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+
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+ response = ""
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+ for chunk in llm.stream(messages):
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+ token = chunk.content
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+ response += token
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+ yield response
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+
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+ demo = gr.ChatInterface(
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+ respond,
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+ additional_inputs=[
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+ gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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+ gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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+ gr.Slider(minimum=0.1, maximum=2.0, value=0.7, step=0.1, label="Temperature"),
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+ gr.Slider(
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+ minimum=0.1,
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+ maximum=1.0,
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+ value=0.95,
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+ step=0.05,
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+ label="Top-p (nucleus sampling)",
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+ ),
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+ ],
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()