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import os
import streamlit as st
from groq import Groq
from streamlit.components.v1 import html
# Load Groq API key from environment variable
groq_api_key = os.getenv('GROQ_API_KEY')
if not groq_api_key:
st.error("GROQ_API_KEY environment variable is not set. Please set it and restart the app.")
st.stop()
# Initialize Groq client
groq_client = Groq(api_key=groq_api_key)
# Few-shot examples for inspiration
few_shot_examples = """
🎢 **Data Scaling Showdown: Normalization vs Standardization!** 📊
...
"""
# Function to get Groq response with few-shot examples
def get_groq_response_with_few_shot(post_type, user_input):
if not user_input:
return "Please enter a valid query."
query_content = f"Here are a few examples of fun and engaging social media posts about data science:\n{few_shot_examples}\nNow generate a {post_type} post about {user_input} in a similar style."
try:
# Make the API call with few-shot examples included
chat_completion = groq_client.chat.completions.create(
messages=[{"role": "user", "content": query_content}],
model="llama-3.1-70b-versatile",
)
return chat_completion.choices[0].message.content
except Exception as e:
return f"An error occurred: {str(e)}"
# Streamlit UI
st.title("Social Media Post Maker for Data Science")
# Initialize response
response = None
# User input
post_type = st.selectbox("Select the type of post:", [
"Template-Based Post",
"Data Science Meme/Quote",
"Trend Explainer",
"Data Science Tip",
"Hashtag Suggestion",
"Poll/Question Maker",
"Project Showcase",
"Data Visual Explanation"
])
user_input = st.text_input("Enter the topic or idea for the post:")
# Generate button
if st.button("Generate Post"):
if user_input:
with st.spinner("Generating post..."):
response = get_groq_response_with_few_shot(post_type, user_input)
if "An error occurred" in response:
st.error(response)
else:
st.success("Post generated successfully!")
else:
st.error("Please enter a topic or idea!")
# Display the result
if response:
st.code(response)
# Add a Copy to Clipboard button using HTML and JavaScript
copy_button_code = f"""
<button class="copy-btn" onclick="copyToClipboard()">Copy to Clipboard</button>
<script>
function copyToClipboard() {{
var text = `{response}`;
var tempInput = document.createElement("textarea");
document.body.appendChild(tempInput);
tempInput.value = text;
tempInput.select();
document.execCommand("copy");
document.body.removeChild(tempInput);
alert("Copied to clipboard!");
}}
</script>
<style>
.copy-btn {{
background-color: #007bff;
color: white;
border: none;
padding: 10px 20px;
text-align: center;
text-decoration: none;
display: inline-block;
font-size: 16px;
margin: 4px 2px;
cursor: pointer;
border-radius: 4px;
}}
.copy-btn:hover {{
background-color: #0056b3;
}}
</style>
"""
html(copy_button_code)
# Example Button
if st.button("Get Example Post"):
example_post_type = "Data Science Tip"
example_user_input = "importance of data preprocessing"
example_response = get_groq_response_with_few_shot(example_post_type, example_user_input)
st.code(example_response)
# Add a Copy to Clipboard button for the example post
copy_example_button_code = f"""
<button class="copy-btn" onclick="copyToClipboard()">Copy Example Post</button>
<script>
function copyToClipboard() {{
var text = `{example_response}`;
var tempInput = document.createElement("textarea");
document.body.appendChild(tempInput);
tempInput.value = text;
tempInput.select();
document.execCommand("copy");
document.body.removeChild(tempInput);
alert("Copied to clipboard!");
}}
</script>
<style>
.copy-btn {{
background-color: #007bff;
color: white;
border: none;
padding: 10px 20px;
text-align: center;
text-decoration: none;
display: inline-block;
font-size: 16px;
margin: 4px 2px;
cursor: pointer;
border-radius: 4px;
}}
.copy-btn:hover {{
background-color: #0056b3;
}}
</style>
"""
html(copy_example_button_code)
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