V3

app.py

@@ -1,18 +1,43 @@
 import os
 import openai
+import gradio as gr
+import transformers
+
 openai.api_key = os.environ["api"]
 
-import gradio as gr
+generator = transformers.pipeline("text-generation", model="EleutherAI/gpt-neo-2.7B")
+
+def generateBlogTopics(prompt1):
+    response = generator("Generate blog topics on: {}. \n \n 1.  ".format(prompt1), max_length=100, do_sample=True, temperature=0.7)[0]["generated_text"]
+    return response
+
+def generateBlogSections(prompt1):
+    response = generator("Expand the blog title in to high level blog sections: {} \n\n- Introduction: ".format(prompt1), max_length=100, do_sample=True, temperature=0.6)[0]["generated_text"]
+    return response
+
+def blogSectionExpander(prompt1):
+    response = generator("Expand the blog section in to a detailed professional, witty and clever explanation.\n\n {}".format(prompt1), max_length=400, do_sample=True, temperature=0.7)[0]["generated_text"]
+    return response
+
+input_text = gr.inputs.Textbox(lines=5, label="Enter prompt text here:")
+
+title_section_output = gr.outputs.Textbox(label="Title & Sections")
+section_expander_output = gr.outputs.Textbox(label="Section Expander")
+
+gr.Interface(
+    [generateBlogTopics, generateBlogSections],
+    inputs=input_text,
+    outputs=title_section_output,
+    title="Blog Title & Sections Generator",
+    description="Generate high level sections for your blog topic",
+    live=False
+).launch(share=True)
 
-def generate_blog(topic):
-    response = openai.Completion.create(
-        engine="gpt-3.5-turbo",
-        messages=[
-        {"role": "system", "content": "You are a helpful assistant."},
-        {"role": "user", "{topic}"},
-    ]
-    )
-    return response['content'][0]['text']
-
-iface = gr.Interface(fn=generate_blog, inputs='text', outputs='text')
-iface.launch()
+gr.Interface(
+    blogSectionExpander,
+    inputs=input_text,
+    outputs=section_expander_output,
+    title="Blog Section Expander",
+    description="Expand your blog sections with professional and clever explanation",
+    live=False
+).launch(share=True)