Spaces:
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shreeramy
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Commit
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6a7fdb0
1
Parent(s):
b05b488
Add application file
Browse files- app.py +50 -0
- config.py +7 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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from langchain_groq import ChatGroq
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from langchain.schema import SystemMessage, HumanMessage
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from config import GROQ_API_KEY
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# Initialize the Groq Model
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llm = ChatGroq(
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temperature=0,
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groq_api_key=GROQ_API_KEY,
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model_name="llama3-8b-8192"
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)
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def blog_generator(Blog_Topic, Blog_Keyword, Blog_Tone, Blog_Numberofwords, Blog_Target_audiance):
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"""Generate a blog using Groq AI"""
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system_prompt = f"""
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You are an expert blog writer. Follow these instructions:
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1. Write a blog on: {Blog_Topic}.
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2. Include keywords: {Blog_Keyword}.
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3. Use tone: {Blog_Tone}.
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4. Limit to {Blog_Numberofwords} words.
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5. Target audience: {Blog_Target_audiance}.
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"""
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user_prompt = f"Write a blog on {Blog_Topic}, with keywords {Blog_Keyword}, tone {Blog_Tone}, {Blog_Numberofwords} words, for audience {Blog_Target_audiance}."
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response = llm.invoke([SystemMessage(content=system_prompt), HumanMessage(content=user_prompt)])
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return response.content
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# Gradio Interface
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with gr.Blocks() as demo:
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gr.Markdown("# 📝 AI Blog Generator")
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with gr.Row():
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topic = gr.Textbox(label="Blog Topic")
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keyword = gr.Textbox(label="Keywords (comma-separated)")
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with gr.Row():
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tone = gr.Dropdown(["Formal", "Casual", "Professional"], label="Blog Tone")
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words = gr.Slider(100, 1000, step=50, label="Number of Words")
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audience = gr.Textbox(label="Target Audience")
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generate_btn = gr.Button("Generate Blog")
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output = gr.Textbox(label="Generated Blog", lines=10)
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generate_btn.click(blog_generator, inputs=[topic, keyword, tone, words, audience], outputs=output)
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demo.launch()
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config.py
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import os
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# Securely fetch API Key from environment variable
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GROQ_API_KEY = os.getenv("GROQ_API_KEY")
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if not GROQ_API_KEY:
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raise ValueError("⚠️ GROQ_API_KEY is missing! Set it in your environment variables.")
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requirements.txt
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gradio
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langchain
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langchain_groq
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