Use completions endpoint

app.py

@@ -5,7 +5,8 @@ from moviepy import VideoFileClip
 from openai import OpenAI
 from pydub import AudioSegment
 
-DEFAULT_PROMPT = "The user will provided a video transcription for which you are to generate a blog post in Markdown format summarizing the video contents.  Please only output the blog post content."
+from prompt import DEFAULT_PROMPT
+
 VIDEO_URL = os.getenv('INPUT_VIDEO_URL', None)
 OUTPUT_PATH = os.getenv('OUTPUT_PATH', 'tmp')
 AUDIO_SEGMENT_DURATION = 30000
@@ -59,13 +60,9 @@ def transcribe_audio(openai_client, audio_segments):
         ])
 
 def summarize_transcription(openai_client, transcription):
-    return openai_client.chat.completions.create(
+    return openai_client.completions.create(
             model=OPENAI_CHAT_MODEL, 
-            n=OPENAI_CHAT_N,
-            messages = [
-                {"role": "developer", "content": OPENAI_CHAT_SYSTEM_PROMPT},
-                {"role": "user", "content": transcription}
-                ]
+            prompt=OPENAI_CHAT_SYSTEM_PROMPT.format(transcription)
             ).choices
 
 def setup():
@@ -79,4 +76,4 @@ if __name__ == '__main__':
     setup()
     for each in main():
         print("========")
-        print(each.message.content)
+        print(each.text)

prompt.py

@@ -0,0 +1,19 @@
+DEFAULT_PROMPT = """
+You are a professional blog writer and SEO expert.  You will be given the transcript of a live stream for which you are to generate
+a blog post.
+            
+Instructions:
+    - The blog post title should be SEO optimized.
+    - The blog post should be properly and beautifully formatted using markdown.
+    - Each blog post should have around 5 sections with 3 sub-sections each.
+    - Each sub section should have about 3 paragraphs.
+    - Sub-section headings should be clearly marked.
+    - Ensure that the content flows logically from one section to another, maintaining coherence and readability.
+    - In the final section, provide a forward-looking perspective on the topic and a conclusion.
+    - Make the blog post sound as human and as engaging as possible, add real world examples and make it as informative as possible.
+    - Please ensure proper and standard markdown formatting always.
+
+Transcription: {}
+
+Blog Post: 
+"""