Update app.py

app.py

@@ -6,6 +6,12 @@ import base64
 import cv2
 from moviepy.editor import VideoFileClip
 
+# documentation
+# 1. Cookbook:  https://cookbook.openai.com/examples/gpt4o/introduction_to_gpt4o
+# 2. Configure your Project and Orgs to limit/allow Models:  https://platform.openai.com/settings/organization/general
+# 3. Watch your Billing!  https://platform.openai.com/settings/organization/billing/overview
+
+
 # Set API key and organization ID from environment variables
 openai.api_key = os.getenv('OPENAI_API_KEY')
 openai.organization = os.getenv('OPENAI_ORG_ID')
@@ -27,21 +33,10 @@ def process_text():
         )
         st.write("Assistant: " + completion.choices[0].message.content)
 
-def process_text_old():
-    text_input = st.text_input("Enter your text:")
-    if text_input:
-        response = openai.Completion.create(
-            model=MODEL,
-            prompt=f"You are a helpful assistant. Help me with my math homework! {text_input}",
-            max_tokens=100,
-            temperature=0.5,
-        )
-        st.write("Assistant: " + response.choices[0].text.strip())
-
 def process_image(image_input):
     if image_input:
         base64_image = base64.b64encode(image_input.read()).decode("utf-8")
-        response = openai.Completion.create(
+        response = client.chat.completions.create(
             model=MODEL,
             prompt=f"You are a helpful assistant that responds in Markdown. Help me with my math homework! What's the area of the triangle? [image: data:image/png;base64,{base64_image}]",
             max_tokens=100,