Update app.py
Browse files
app.py
CHANGED
@@ -1,17 +1,25 @@
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#https://python.langchain.com/docs/how_to/configure/
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import gradio as gr
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from langchain_openai import ChatOpenAI
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from langchain_core.prompts import PromptTemplate
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from langchain_core.runnables import ConfigurableField
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def process_with_config(topic, temperature, mode, api_key):
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try:
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#
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temperature=ConfigurableField(
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id="llm_temperature",
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name="LLM Temperature",
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description="Temperature for response generation"
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)
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)
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@@ -21,7 +29,8 @@ def process_with_config(topic, temperature, mode, api_key):
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).configurable_alternatives(
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ConfigurableField(id="prompt"),
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default_key="joke",
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poem=PromptTemplate.from_template("Write a poem about {topic}")
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)
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# Create chain
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@@ -39,20 +48,50 @@ def process_with_config(topic, temperature, mode, api_key):
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except Exception as e:
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return f"Error: {str(e)}"
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# Create Gradio interface
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demo = gr.Interface(
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fn=process_with_config,
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inputs=[
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gr.Textbox(
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],
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outputs=gr.Textbox(
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)
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if __name__ == "__main__":
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demo.launch(
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#https://python.langchain.com/docs/how_to/configure/
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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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from langchain_core.prompts import PromptTemplate
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from langchain_core.runnables import ConfigurableField
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def process_with_config(topic, temperature, mode, api_key):
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try:
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# Set API key
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os.environ["OPENAI_API_KEY"] = api_key
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# Initialize configurable model with GPT-4o-mini
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model = ChatOpenAI(
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model="gpt-4o-mini", # Specifically using GPT-4o-mini
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openai_api_key=api_key,
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temperature=0
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).configurable_fields(
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temperature=ConfigurableField(
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id="llm_temperature",
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name="LLM Temperature",
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description="Temperature for GPT-4o-mini response generation"
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)
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)
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).configurable_alternatives(
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ConfigurableField(id="prompt"),
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default_key="joke",
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poem=PromptTemplate.from_template("Write a poem about {topic}"),
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joke=PromptTemplate.from_template("Tell me a joke about {topic}")
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)
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# Create chain
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except Exception as e:
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return f"Error: {str(e)}"
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finally:
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# Clear API key from environment for security
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if "OPENAI_API_KEY" in os.environ:
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del os.environ["OPENAI_API_KEY"]
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# Create Gradio interface
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demo = gr.Interface(
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fn=process_with_config,
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inputs=[
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gr.Textbox(
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label="Topic",
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placeholder="Enter a topic...",
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lines=1
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),
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gr.Slider(
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minimum=0,
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maximum=1,
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value=0.5,
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step=0.1,
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label="Temperature (GPT-4o-mini)"
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),
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gr.Radio(
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choices=["joke", "poem"],
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label="Mode",
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value="joke"
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),
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gr.Textbox(
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label="OpenAI API Key",
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placeholder="Enter your OpenAI API key",
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type="password"
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)
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],
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outputs=gr.Textbox(
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label="Generated Response",
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lines=5
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),
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title="🤖 GPT-4o-mini Configuration Demo",
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description="Generate content using GPT-4o-mini with configurable temperature and mode"
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)
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# Launch the application
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if __name__ == "__main__":
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demo.launch(
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share=False,
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server_name="0.0.0.0",
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server_port=7860
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)
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