Add tiered summarization based on pricing plans

- Implement advanced AI summarization with action items for Pro plan
- Create basic bullet-point summarization for Freemium plan
- Add plan tier validation and feature differentiation
- Support speaker identification in transcripts
- Define plan limits (600 mins Pro/200 mins Freemium)

test1.py

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+import os
+import requests
+import json
+from dotenv import load_dotenv
+load_dotenv()
+
+# API endpoint
+base_url = "http://localhost:5056"
+
+# Your API key
+api_key = os.getenv("API_KEY_ACCESS")
+
+# Headers
+headers = {
+    "Authorization": f"Bearer {api_key}",
+    "Content-Type": "application/json"
+}
+
+# Audio URL from your notebook
+audio_url = "https://s3.us-east-2.amazonaws.com/com.mkdlabs.images/baas/jordan/019933724441Business%20English%20Conversation%20Lesson%2045_%20Meeting%20a%20New%20Colleague.mp3"
+
+# 1. First, transcribe the audio
+transcribe_payload = {
+    "media_url": audio_url,
+    "media_type": "audio"
+}
+
+transcribe_response = requests.post(
+    f"{base_url}/microdot-ai/transcribe", 
+    headers=headers,
+    json=transcribe_payload
+)
+
+# Check if transcription was successful
+if transcribe_response.status_code == 200:
+    transcript_data = transcribe_response.json()
+    print("Transcription successful!")
+    
+    # Save the transcript for later use
+    transcript_json = json.dumps(transcript_data["transcript"], indent=4)
+    # Save the transcript to a file
+    with open("transcript.json", "w") as f:
+        f.write(transcript_json)
+    print("Transcript saved to transcript.json")
+
+else:
+    print(f"Transcription failed with status code: {transcribe_response.status_code}")
+    print(transcribe_response.text)
+
+
+
+# 2. Test the basic (Freemium) summarization
+basic_summary_payload = {
+    "transcript": transcript_json,
+    "plan_tier": "freemium"  # Specify the freemium plan
+}
+
+basic_summary_response = requests.post(
+    f"{base_url}/microdot-ai/general-summary", 
+    headers=headers,
+    json=basic_summary_payload
+)
+
+# Check if summarization was successful
+if basic_summary_response.status_code == 200:
+    basic_summary_data = basic_summary_response.json()
+    print("\n--- Basic (Freemium) Summary ---")
+    basic_summary_json = json.dumps(basic_summary_data, indent=2)
+
+    with open("basic_summary.json", "w") as f:
+        f.write(basic_summary_json)
+    print("Basic summary saved to basic_summary.json")
+
+else:
+    print(f"Basic summarization failed with status code: {basic_summary_response.status_code}")
+    print(basic_summary_response.text)
+
+
+# 3. Test the advanced (Pro) summarization
+advanced_summary_payload = {
+    "transcript": transcript_json,
+    "plan_tier": "pro"  # Specify the pro plan
+}
+
+advanced_summary_response = requests.post(
+    f"{base_url}/microdot-ai/general-summary", 
+    headers=headers,
+    json=advanced_summary_payload
+)
+
+# Check if summarization was successful
+if advanced_summary_response.status_code == 200:
+    advanced_summary_data = advanced_summary_response.json()
+    print("\n--- Advanced (Pro) Summary ---")
+    advanced_summary_json = json.dumps(advanced_summary_data, indent=2)
+    
+    with open("advanced_summary.json", "w") as f:
+        f.write(advanced_summary_json)
+    print("Advanced summary saved to advanced_summary.json")
+else:
+    print(f"Advanced summarization failed with status code: {advanced_summary_response.status_code}")
+    print(advanced_summary_response.text)