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import gradio as gr | |
from groq import Groq | |
# Function to validate the API key entered by the user | |
def validate_api_key(api_key): | |
try: | |
# Initialize the Groq client with the provided API key | |
client = Groq(api_key=api_key) | |
# Perform a minimal valid API call | |
response = client.chat.completions.create( | |
model="llama-3.1-70b-versatile", | |
messages=[ | |
{"role": "system", "content": "Validation test for API key."}, | |
{"role": "user", "content": "Hello, world!"} | |
], | |
temperature=0.1, | |
max_tokens=5, | |
) | |
if response and response.choices: | |
return True, "API key is valid!" | |
else: | |
return False, "API key validation failed: Empty response." | |
except Exception as e: | |
return False, f"Invalid API key. Error: {str(e)}" | |
# Blog content generation function | |
def generate_blog_content(topic, api_key): | |
client = Groq(api_key=api_key) | |
prompt = f"""Generate a blog post on '{topic}' with the following structure: | |
1. Create 20 sections, with a FAQs section as the last one. | |
2. Use <section> tags for sections, with <h2> for headings and <p> for content. | |
3. If there are sub-headings under an <h2> tag, use <h3> for those sub-headings (e.g., in FAQs or where additional structure is needed). | |
4. Highlight key terms or keywords with <strong> tags or <b> tag for clarity and easy to read. | |
5. Each section should be 150-200 words and directly relate to the topic, with no unnecessary unasked responses. | |
6. Write in a formal tone suitable for a professional medical audience. | |
7. Avoid single-word or two word headings (H2 TAG) , make every h2 tag should contain keywords and ensure every paragraph adds informative value. | |
8. FAQs should address potential reader questions based on the main content. | |
Example: | |
<section> | |
<h2>Overview of [Medical Condition]</h2> | |
<p>Explanation with <strong>key terms</strong> highlighted...</p> | |
</section> | |
<section> | |
<h2>FAQs</h2> | |
<h3>What causes [Medical Condition]?</h3> | |
<p>A clear, accurate answer with <strong>relevant terms</strong> highlighted. And <strong>Keywords</strong> should also be highlited to Optime page SEO but dont make it too dense.</p> | |
<h3>How is [Medical Condition] treated?</h3> | |
<p>Explanation of treatment options, with <strong>important terms</strong> highlighted...</p> | |
</section> | |
""" | |
try: | |
completion = client.chat.completions.create( | |
model="llama-3.1-70b-versatile", # Groq's Mixtral model | |
messages=[ | |
{"role": "system", "content": "You are a medical content specialist experienced in healthcare writing for patients and medical professionals in India. Your writing should be clear, accurate, and suitable for both educated laypersons and healthcare practitioners."}, | |
{"role": "user", "content": prompt} | |
], | |
temperature=0.5, | |
max_tokens=8000, | |
) | |
return completion.choices[0].message.content | |
except Exception as e: | |
return f"Error generating content: {str(e)}" | |
# Callback function for login | |
def on_login(api_key): | |
is_valid, message = validate_api_key(api_key) | |
if is_valid: | |
return api_key, gr.update(visible=False), gr.update(visible=True), gr.Markdown(f"**Success!** {message}") | |
else: | |
return "", gr.update(visible=True), gr.update(visible=False), gr.Markdown(f"**Error!** {message}", visible=True) | |
# Callback function for generating content | |
def on_generate_click(topic, api_key): | |
if not api_key: | |
return "Error: API key not provided.", "" | |
if not topic: | |
return "Please enter a blog topic.", "" | |
content = generate_blog_content(topic, api_key) | |
return content, content | |
# Gradio app | |
with gr.Blocks(title="ArogyaJivan") as demo: | |
# Login Section | |
with gr.Column(visible=True) as login_section: | |
gr.Markdown("## Login to Access the Blog Generator") | |
api_key_input = gr.Textbox(label="Enter your API Key:", type="password") | |
login_button = gr.Button("Login") | |
login_feedback = gr.Markdown(visible=False) | |
gr.Markdown(""" | |
### How to Get an API Key | |
- Visit [Groq API Key Portal](https://console.groq.com/keys) | |
- Sign up or log in to your account. | |
- Navigate to the **API Keys** section and generate a new key. | |
- Copy the API key and paste it Above. | |
""") | |
# Blog Content Generator Section | |
with gr.Column(visible=False) as blog_section: | |
gr.Markdown("# Arogya Blog Generator") | |
with gr.Column(): | |
topic_input = gr.Textbox(label="Enter your blog topic:") | |
generate_button = gr.Button("Generate Blog Content") | |
with gr.Row(): | |
output_html = gr.Code(label="Generated HTML Content:", language='html') | |
output_preview = gr.HTML(label="Preview:") | |
state = gr.State() # Manage API key state | |
login_button.click( | |
on_login, | |
inputs=api_key_input, | |
outputs=[state, login_section, blog_section, login_feedback] | |
) | |
generate_button.click( | |
on_generate_click, | |
inputs=[topic_input, state], | |
outputs=[output_html, output_preview] | |
) | |
demo.launch() | |