updated analytics

api/routers/analytics_chatbot.py

@@ -17,10 +17,10 @@ graph = agent.chatbot_graph()
 
 @router.get("/analytics-chatbot")
 def get_analytics(msg:str):
-    user_query=process_query(msg)
-    config={"configurable": {"thread_id": "analytics-chatbot-thread"}}
+    # user_query=process_query(msg)
+    config={"configurable": {"thread_id": "analytics-chatbot-thread"},"run_name":"analytics-chatbot"}
     try:
-        result=graph.invoke({'messages':user_query},config=config)
+        result=graph.invoke({'messages':msg},config=config)
         return {
             'response': result['response'],
             'endpoint': result['endpoint']

api/routers/brainstorm.py

@@ -33,7 +33,7 @@ def brainstorming_endpoint(request: BrainstormRequest):
                     "latest_preferred_topics": request.preferred_topics,
                     "business_details": stored_data["business_details"],
                 },
-                config={"configurable": {"thread_id": request.thread_id}},
+                config={"configurable": {"thread_id": request.thread_id},"run_name":"brainstorming"},
                 stream_mode=['messages','values'] 
             ):
                 stored_data['brainstorming_response'] = chunk if isinstance(chunk, dict) else stored_data.get('brainstorming_response')

api/routers/context_analysis.py

@@ -17,7 +17,8 @@ context_graph = agent.context_analysis_graph()
 @router.post("/context-analysis")
 def context_analysis(msg: UserMessage):
     stored_data['context_analysis_interactions'].append({'role':'human', 'content':msg.message})
-    config={"configurable": {"thread_id": "context_analysis_1"}}
+    config={"configurable": {"thread_id": "context_analysis_1"},
+            "run_name":"context-analysis"}
     try:
         result=context_graph.invoke({'messages':msg.message},config=config)
         stored_data['context_analysis_interactions'].append({'role':'ai', 'content':result['messages'][-1].content})

api/routers/ideation.py

@@ -15,7 +15,7 @@ idea_graph = agent.ideation_graph()
 
 @router.post("/ideation")
 def ideation_endpoint(msg:IdeationMessage):
-    config={"recursion_limit":25, "configurable": {"thread_id": "ideation_thread123"}}
+    config={"recursion_limit":25, "configurable": {"thread_id": "ideation_thread123"},"run_name":"ideation"}
     scores=msg.scores.model_dump() 
     try:
         result = idea_graph.invoke(

api/routers/orchestration.py

@@ -16,7 +16,7 @@ graph = agent.orchestration_graph()
 @router.post("/orchestration", description="Gives the analytics of influencers.")
 def orchestration_endpoint(request:OrchestrationRequest):
     try:
-        config={"configurable": {"thread_id": "orchestration-thread"}}
+        config={"configurable": {"thread_id": "orchestration-thread"},"run_name":"orchestration"}
         result = graph.invoke({'messages':[request.message],
                                'image_base64': request.image_base64}, config=config)
         print('Result tools:', result['tools'])

logs/access.log

@@ -1281,3 +1281,157 @@
 2025-10-10 15:13:23,414 | INFO | access_logger | app.py:21 | Response status: 200
 2025-10-10 15:14:29,401 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=i%20want%20monthly%20not%20weekly
 2025-10-10 15:15:31,389 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 14:18:15,540 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/
+2025-10-13 14:18:15,541 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 14:18:15,667 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/favicon.ico
+2025-10-13 14:18:15,667 | INFO | access_logger | app.py:21 | Response status: 404
+2025-10-13 14:18:18,675 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/docs
+2025-10-13 14:18:18,676 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 14:18:18,798 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/openapi.json
+2025-10-13 14:18:18,809 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 14:18:33,218 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-13 14:18:35,990 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 14:26:44,751 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-13 14:26:47,501 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-13 15:24:10,394 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-13 15:24:16,819 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:02:20,982 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/
+2025-10-14 12:02:20,983 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:02:21,453 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/favicon.ico
+2025-10-14 12:02:21,454 | INFO | access_logger | app.py:21 | Response status: 404
+2025-10-14 12:02:24,375 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/docs
+2025-10-14 12:02:24,375 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:02:24,477 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/openapi.json
+2025-10-14 12:02:24,485 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:02:36,829 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:02:38,198 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:03:53,745 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:03:55,168 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:04:14,772 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:04:16,324 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:04:39,777 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:04:40,763 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:04:51,194 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:04:51,877 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:05:02,523 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:05:03,312 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:05:50,104 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:05:51,149 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:06:13,056 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:06:14,869 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:06:58,786 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:07:00,184 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:07:29,357 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:07:30,467 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:07:52,124 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:07:53,481 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:08:22,406 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:08:23,690 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:08:41,849 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:08:44,679 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 12:16:32,613 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 12:16:34,358 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:07:22,594 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:07:24,821 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:14:19,421 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:14:20,811 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:17:20,775 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:17:23,437 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:21:40,943 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:21:42,704 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:24:26,786 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:24:28,767 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:24:49,417 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/ideation
+2025-10-14 13:25:27,180 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:32:14,899 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/ideation
+2025-10-14 13:32:48,183 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:35:25,345 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/ideation
+2025-10-14 13:36:55,023 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:48:10,484 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:48:13,926 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:49:09,893 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:49:11,939 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:49:26,762 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:49:28,922 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:49:59,979 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:50:02,602 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:53:11,861 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:53:14,230 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:53:46,297 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:53:49,150 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:54:14,680 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:54:17,708 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:54:54,178 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:54:56,735 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 13:55:36,204 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/context-analysis
+2025-10-14 13:55:42,001 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 14:03:00,249 | INFO | access_logger | app.py:19 | Request: POST http://127.0.0.1:8000/api/brainstorm
+2025-10-14 14:03:00,253 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-14 15:50:23,408 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=compare%20the%20analytics%20of%20munachiya%20and%20istu%20karki%20in%20weekly%20basis
+2025-10-14 15:50:35,565 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:42:48,759 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/
+2025-10-15 13:42:48,760 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:42:49,261 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/favicon.ico
+2025-10-15 13:42:49,262 | INFO | access_logger | app.py:21 | Response status: 404
+2025-10-15 13:42:51,660 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/docs
+2025-10-15 13:42:51,661 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:42:51,792 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/openapi.json
+2025-10-15 13:42:51,799 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:43:10,648 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 13:43:18,210 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:50:14,570 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 13:50:14,692 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:52:58,082 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 13:53:10,743 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:54:58,485 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 13:55:01,441 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 13:57:41,695 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 13:57:44,156 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:00:52,633 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:00:55,239 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:02:37,430 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:02:38,914 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:03:59,065 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:04:00,676 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:05:53,275 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:05:55,350 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:06:07,711 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:06:08,987 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:10:44,027 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:10:46,491 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:18:16,145 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:18:20,639 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:40:44,006 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:40:52,711 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:44:49,407 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:44:57,594 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:47:26,428 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20sentiment%20distribution%20of%20divya%20dhakal
+2025-10-15 14:47:30,974 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:52:39,905 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20muna%20chiya
+2025-10-15 14:52:43,213 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:56:14,341 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20munachiya
+2025-10-15 14:56:18,402 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 14:56:48,683 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20divya%20dhakal
+2025-10-15 14:56:51,714 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:09:06,685 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20muna%20chiya
+2025-10-15 15:09:17,509 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:10:32,317 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20munachiya
+2025-10-15 15:10:35,747 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:14:03,029 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20muna%20chiya
+2025-10-15 15:14:06,397 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:14:13,203 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20the%20current%20buzz%20of%20munachiya
+2025-10-15 15:14:18,248 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:40:30,485 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20to%20compare%20the%20analytics%20of%20muna%20and%20divya%20in%20weekly%20basis
+2025-10-15 15:40:38,739 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 15:42:49,310 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20to%20compare%20the%20analytics%20of%20munachiya%20and%20divyadhakal_%20on%20a%20weekly%20basis.
+2025-10-15 15:42:52,373 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 16:26:54,690 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20to%20compare%20the%20analytics%20of%20munachiya%20and%20divyadhakal_%20on%20a%20weekly%20basis.
+2025-10-15 16:26:57,515 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 16:46:06,571 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=I%20want%20to%20compare%20the%20analytics%20of%20munachiya%20and%20divyadhakal_%20on%20a%20weekly%20basis.
+2025-10-15 16:46:19,173 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 16:55:21,757 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=compare%20the%20analytics%20of%20munachiya%20and%20divyadhakal_%20on%20a%20weekly%20basis.
+2025-10-15 16:55:33,602 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 16:57:19,291 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=What%20about%20the%20daily%20engagement%20of%20divya%20dhakal%3F
+2025-10-15 16:57:29,402 | INFO | access_logger | app.py:21 | Response status: 200
+2025-10-15 17:01:48,682 | INFO | access_logger | app.py:19 | Request: GET http://127.0.0.1:8000/api/analytics-chatbot?msg=compare%20munachiya%20and%20divyadhakal_
+2025-10-15 17:01:53,796 | INFO | access_logger | app.py:21 | Response status: 200

logs/app.log

@@ -126,3 +126,9 @@
 2025-09-21 10:35:07,705 | INFO | app_logger | api/routers/orchestration.py:28 | Orchestrator executed
 2025-10-09 15:07:54,561 | INFO | app_logger | api/routers/show_analytics.py:14 | Influencer Analytics returned by orchestrator.
 2025-10-09 16:48:20,026 | INFO | app_logger | api/routers/show_analytics.py:14 | Influencer Analytics returned by orchestrator.
+2025-10-14 12:08:44,677 | INFO | app_logger | api/routers/context_analysis.py:26 | Context Analysis Completed.
+2025-10-14 13:25:27,179 | INFO | app_logger | api/routers/ideation.py:33 | Executed the ideation pipeline.
+2025-10-14 13:32:48,182 | INFO | app_logger | api/routers/ideation.py:33 | Executed the ideation pipeline.
+2025-10-14 13:36:55,021 | INFO | app_logger | api/routers/ideation.py:33 | Executed the ideation pipeline.
+2025-10-14 13:55:41,999 | INFO | app_logger | api/routers/context_analysis.py:27 | Context Analysis Completed.
+2025-10-14 14:03:00,252 | INFO | app_logger | api/routers/brainstorm.py:42 | Executed brainstorming agent.

src/genai/analytics_chatbot/agent.py

@@ -1,7 +1,7 @@
 from langgraph.graph import StateGraph, START, END
 from langgraph.checkpoint.memory import MemorySaver
 from .utils.state import State
-from .utils.nodes import ChatbotNode, FetchDataNode
+from .utils.nodes import ChatbotNode, FetchDataNode , FetchLastMessage , RetrievePossibleEndpoints , FetchParametersNode , RetrieveExactEndpoint
 
 class ChatbotAgent:
     def __init__(self):
@@ -9,11 +9,17 @@ class ChatbotAgent:
 
     def chatbot_graph(self):
         graph_builder= StateGraph(State)
-        graph_builder.add_node("chatbot", ChatbotNode().run)
+        graph_builder.add_node("fetch_last_message", FetchLastMessage().run)
+        graph_builder.add_node("retrieve_api_endpoints", RetrievePossibleEndpoints().run)
+        graph_builder.add_node("retrieve_exact_endpoint", RetrieveExactEndpoint().run)
+        graph_builder.add_node("fetch_parameters", FetchParametersNode().run)
         graph_builder.add_node("fetch_data", FetchDataNode().run)
         
-        graph_builder.add_edge(START, "chatbot")
-        graph_builder.add_edge("chatbot", 'fetch_data')
+        graph_builder.add_edge(START, "fetch_last_message")
+        graph_builder.add_edge("fetch_last_message", 'retrieve_api_endpoints')
+        graph_builder.add_edge("retrieve_api_endpoints", 'retrieve_exact_endpoint')
+        graph_builder.add_edge("retrieve_exact_endpoint", 'fetch_parameters')
+        graph_builder.add_edge("fetch_parameters", 'fetch_data')
         graph_builder.add_edge("fetch_data", END)
 
 

src/genai/analytics_chatbot/utils/nodes.py

@@ -1,10 +1,96 @@
 import requests
 from langchain_core.messages import SystemMessage , HumanMessage , FunctionMessage
 from .state import State
-from .schemas import ResponseFormatter , CompareBodyFormatter
-from .prompts import chatbot_prompt , get_body_prompt
-from .utils import generate_api_knowledge
+from .schemas import ResponseFormatter , CompareBodyFormatter, LatestMessageFormatter, ParameterFormatter, EndpointFormatter
+from .prompts import chatbot_prompt , get_body_prompt , fetch_last_message_prompt , fetch_parameters_prompt, fetch_endpoint_prompt
+from .utils import generate_api_knowledge , process_query, get_endpoint_info
 from src.genai.utils.models_loader import llm_gpt
+import numpy as np
+from src.genai.utils.data_loader import api_knowledge_df, api_index
+from src.genai.utils.models_loader import embedding_model
+
+class FetchLastMessage:
+    def __init__(self):
+        self.llm = llm_gpt
+    
+    def run (self, state:State):
+        print('Message:',state['messages'])
+        template = fetch_last_message_prompt
+        messages=[SystemMessage(content=template)]+state['messages']
+        result = self.llm.with_structured_output(LatestMessageFormatter, method='function_calling').invoke(messages)
+        print('Latest Message:', process_query(result.latest_message))
+        if len(state['messages'])>11:
+            state["messages"] = state["messages"][-9:]
+        return {
+            'latest_message': process_query(result.latest_message)
+        }
+        
+
+class RetrievePossibleEndpoints:
+    def __init__(self):
+        self.df = api_knowledge_df
+        self.index = api_index
+        self.results = []
+
+    def run(self,state:State):
+        query_embedding = np.array(embedding_model.embed_query(state['latest_message'])).reshape(1, -1).astype('float32')
+        distances, indices = self.index.search(query_embedding, 5)
+        for idx in indices[0]:
+            row = self.df.iloc[idx]
+            print('Endpoint:',row['endpoint'])
+            self.results.append(row['endpoint'])
+        print('The possible endpoints are:', self.results)
+        return {
+            "possible_endpoints": self.results,
+        }
+
+class RetrieveExactEndpoint:
+    def __init__(self):
+        self.llm = llm_gpt
+    
+    def run(self,state:State):
+        messages = [SystemMessage(content=fetch_endpoint_prompt),
+                    FunctionMessage(name='possible_endpoints',content=f'''The possible endpoints are: {state['possible_endpoints']}'''),
+                    HumanMessage(content=f'''The user query is: {state['latest_message']}''')]
+        
+        result = self.llm.with_structured_output(EndpointFormatter, method='function_calling').invoke(messages)
+        print('The exact endpoint is:', result.endpoint)
+        endpoint_info=get_endpoint_info(result.endpoint)
+        print('The endpoint info is:', endpoint_info)
+
+        return {
+            "messages":[{"role": "assistant", "content": f'''The endpoint is: {result.endpoint}'''}],
+            "endpoint": result.endpoint,
+            "method": endpoint_info['method'],
+            "needed_parameters": endpoint_info["parameters"]
+        }
+        
+     
+class FetchParametersNode:
+    def __init__(self):
+        self.llm = llm_gpt
+    
+    def run(self , state:State):
+        print('Entered to fetch parameters')
+        print(state['method'])
+        if state['method'] == 'GET':
+            print('Condition satisfied')
+            template = fetch_parameters_prompt
+            messages=[SystemMessage(content=template),
+                    HumanMessage(content=f'''The query is: {state['latest_message']}\n. The needed parameters: {str(state['needed_parameters'])}''')
+                    ]
+            print('messages:', messages)
+            result = self.llm.with_structured_output(ParameterFormatter, method='function_calling').invoke(messages)
+            print('The parameter values:', result)
+            return {
+                'parameters_values':result.parameters_values
+            }
+        else:
+            return{
+                'parameters_values': {}
+            }
+        
+
 
 class ChatbotNode:
     def __init__(self):
@@ -12,7 +98,6 @@ class ChatbotNode:
     
     def run(self, state:State):
         print('Message:',state['messages'])
-        # state['messages'][-1].content = process_query(state['messages'][-1].content)
         template = chatbot_prompt()
         knowledge_base = generate_api_knowledge('https://reveltrends.vercel.app')
         print('The knowledge base is:', knowledge_base)
@@ -45,11 +130,9 @@ class FetchDataNode:
         print('Entered to fetch data')
         url = f'''{self.base_url}{state['endpoint']}'''
         if state['method'] == 'GET':
-            response = requests.get(url, params=state['parameters'],headers=self.headers)
+            response = requests.get(url, params=state['parameters_values'],headers=self.headers)
         elif state['endpoint'] == '/api/v1/compare/':
             print('Condition satisfied')
-            human_messages = [msg.content for msg in state['messages'] if isinstance(msg, HumanMessage)]
-            print('Human messages:', human_messages)
             messages = [SystemMessage(content=get_body_prompt()), 
             HumanMessage(content=str(state['messages']))]
             response=llm_gpt.with_structured_output(CompareBodyFormatter , method='function_calling').invoke(messages)

src/genai/analytics_chatbot/utils/prompts.py

@@ -65,3 +65,50 @@ Then the expected output is:
 }
 '''
 
+fetch_last_message_prompt = '''
+You are a precise text extractor. You are given the entire conversation history between a user and an AI. 
+Your task is to identify and return ONLY the user's most recent message, rewritten as a clear, complete sentence.
+Do not include any other part of the conversation. 
+If the last message is incomplete or shorthand, infer the intended full meaning in natural language.
+If there is only one message return it as it is.
+Return only the final message as plain text — no explanations or extra text.
+
+Example:
+Conversation history:
+User: I want analytics of divya dhakal.
+AI: Sure, here are the analytics for Divya Dhakal.
+User: Now i want of munachiya
+
+Output:
+I want analytics of Munachiya.
+
+'''
+
+fetch_parameters_prompt= '''
+You are an intelligent parameter extractor.  
+Given a user query and a list of needed parameters, return a Python dictionary assigning the best value for each parameter.  
+Infer values when possible (e.g., “weekly” → frequency). 
+Return only a valid Python dictionary — no explanations.  
+
+Example:  
+user_query: I want weekly engagement trend of @john_  
+needed_parameters: ['frequency', 'influencer_username']  
+parameters_values: {'frequency': 'weekly', 'influencer_username': '@john_'}
+
+'''
+
+fetch_endpoint_prompt = '''
+You are an intelligent endpoint selector.  
+Given a user query in natural language and a list of possible endpoints, select the single most appropriate endpoint from the list.  
+
+Guidelines:
+- Only choose from the provided list; do not invent endpoints.
+- Consider the intent of the query and the purpose of each endpoint.
+- Return only the endpoint as plain text, no explanations.  
+
+Example:
+User Query: I want weekly engagement stats of John  
+Possible Endpoints: ['/api/v1/overview/buzz_trend', '/api/v1/analytics/engagement', '/api/v1/analytics/followers']  
+endpoint: /api/v1/analytics/engagement
+
+'''

src/genai/analytics_chatbot/utils/schemas.py

@@ -11,4 +11,14 @@ class ResponseFormatter(BaseModel):
 
 class CompareBodyFormatter(BaseModel):
     names: list
-    frequency: str
+    frequency: str
+
+class LatestMessageFormatter(BaseModel):
+    latest_message:str
+
+class ParameterFormatter(BaseModel):
+    parameters_values:Optional[Dict[str, Optional[Any]]] = Field(None)
+
+class EndpointFormatter(BaseModel):
+    endpoint: str
+    

src/genai/analytics_chatbot/utils/state.py

@@ -4,8 +4,11 @@ from langgraph.graph.message import add_messages
 
 class State(TypedDict):
     messages: Annotated[list, add_messages]
+    possible_endpoints:list
     endpoint: str
     method: str
-    parameters: dict
+    needed_parameters: dict
     response:dict
-    error_message:str
+    error_message:str
+    latest_message:str
+    parameters_values:str

src/genai/analytics_chatbot/utils/tools.py

@@ -0,0 +1,24 @@
+
+import numpy as np
+from src.genai.utils.data_loader import api_knowledge_df, api_index
+from src.genai.utils.models_loader import embedding_model
+
+class APIKnowledgeRetrieveTool:
+    def __init__(self):
+        self.df = api_knowledge_df
+        self.index = api_index
+
+    def retrieve(self,query):
+        query_embedding = np.array(embedding_model.embed_query(query)).reshape(1, -1).astype('float32')
+        distances, indices = self.index.search(query_embedding, 1)
+        row=self.df.iloc[indices[0]]
+        data = {'endpoint':row['endpoint'],
+                'method':row['method'],
+                'parameters':row['parameters']}
+        return data
+    
+    
+
+
+
+

src/genai/analytics_chatbot/utils/utils.py

@@ -2,6 +2,40 @@ import requests
 import json
 import re
 
+def get_endpoint_info( endpoint:str ,base_url="https://reveltrends.vercel.app/"):
+    """
+    Fetches FastAPI OpenAPI docs for a specific endpoint.
+    Returns a dictionary with method and parameters.
+    """
+    resp = requests.get(f"{base_url}/openapi.json")
+    resp.raise_for_status()
+    spec = resp.json()
+
+    if endpoint not in spec["paths"]:
+        return {"error": "Endpoint not found"}
+
+    # Take the first method for the endpoint
+    for method, details in spec["paths"][endpoint].items():
+        params = []
+
+        # Collect query/path parameters
+        for param in details.get("parameters", []):
+            params.append(param.get("name"))
+
+        # Collect requestBody parameters
+        if "requestBody" in details:
+            try:
+                body_schema = details["requestBody"]["content"]["application/json"]["schema"]
+                if "properties" in body_schema:
+                    params.extend(body_schema["properties"].keys())
+            except Exception:
+                pass
+
+        # Return only one method and its parameters
+        return {"method": method.upper(), "parameters": params}
+
+    return {"error": "No method found for endpoint"}
+
 def generate_api_knowledge(base_url: str):
     """
     Fetches FastAPI OpenAPI docs and summarizes endpoints, methods, parameters, and descriptions.
@@ -41,7 +75,7 @@ def generate_api_knowledge(base_url: str):
                 "endpoint": endpoint,
                 "method": method.upper(),   
                 "parameters": params,
-                "description": description
+                # "description": description
             })
 
     return api_knowledge
@@ -85,4 +119,7 @@ def process_query(user_query: str) -> str:
         pattern = r"\b" + re.escape(name) + r"\b"
         processed = re.sub(pattern, expanded[name], processed, flags=re.IGNORECASE)
 
-    return processed
+    return processed
+
+
+

src/genai/brainstroming_agent/utils/utils.py

@@ -10,12 +10,14 @@ from .prompts import story_to_prompt , final_story_prompt
 import os
 from langgraph.prebuilt import create_react_agent
 from src.genai.utils.models_loader import llm_gpt, image_generation_model
+from langsmith import traceable
 
 class FinalStoryGenenrator:
     def __init__(self):
         self.llm = llm_gpt
         self.agent = create_react_agent(model=llm_gpt,tools=[])
-
+    
+    @traceable(name="final-story")
     def generate_final_story(self,final_state):
         if 'preferred_topics' in final_state:
             if len(final_state['preferred_topics'])>0:
@@ -53,6 +55,7 @@ class ImageGenerator:
         prompt = self.llm.invoke(messages)
         return prompt.content
     
+    @traceable(name="image-generation")
     def generate_image(self,final_story, business_details, refined_ideation):
         prompt = self.generate_prompt(final_story, business_details, refined_ideation)
         client = InferenceClient(provider="hf-inference",api_key=os.environ.get('HUGGINGFACEHUB_ACCESS_TOKEN'))

src/genai/context_analysis_agent/agent.py

@@ -2,6 +2,7 @@ from langgraph.graph import StateGraph, START, END
 from langgraph.checkpoint.memory import MemorySaver
 from .utils.state import State
 from .utils.nodes import IntroductionNode
+import os
 
 
 class ContextAnalysisAgent:

src/genai/context_analysis_agent/utils/nodes.py

@@ -1,13 +1,16 @@
+import os
 from langchain_core.messages import SystemMessage
 from src.genai.utils.models_loader import llm_gpt
 from .prompts import introduction_prompt
 from .state import ConversationFormatter, State
+from langsmith import traceable
 
 
 class IntroductionNode:
     def __init__(self):
         self.llm = llm_gpt
-
+    
+    @traceable(name="details collection")
     def run(self, state:State):
         template = introduction_prompt
         messages = [SystemMessage(content=template)] + state["messages"]

src/genai/context_analysis_agent/utils/utils.py

@@ -4,12 +4,14 @@ from src.genai.utils.models_loader import llm_gpt
 from .prompts import details_extract_prompt
 from langchain_core.messages import SystemMessage, HumanMessage
 from .state import DetailsFormatter
+from langsmith import traceable
 
 class DetailsExtractorNode:
     def __init__(self, interactions):
         self.llm = llm_gpt
         self.interactions = interactions
-
+    
+    @traceable(name="details extraction")
     def run(self):
         template = details_extract_prompt()
         messages = [SystemMessage(content=template), HumanMessage(content=str(self.interactions))]

src/genai/ideation_agent/agent.py

@@ -2,6 +2,8 @@ from langgraph.graph import StateGraph, START, END , MessagesState
 from .utils.state import State
 from .utils.nodes import RetrieverNode, IdeatorNode , ModeratorNode ,NormalizerNode, ValidatorNode , RoutingAfterValidation, JudgeNode1 , JudgeNode2, Aggregrator, SimplifierNode
 from langgraph.checkpoint.memory import MemorySaver
+import os
+
 
 class IdeationAgent:
     def __init__(self):

src/genai/ideation_agent/utils/nodes.py

@@ -1,3 +1,5 @@
+
+import os
 import pandas as pd
 from .state import State , ValidationFormatter , CriticResponseFormatter
 from .tools import Retrieval
@@ -8,6 +10,7 @@ from .prompts import ideator_prompt ,critic_prompt, moderator_prompt , validator
 from .schemas import ideation_json_schema , judge_response_json_schema
 
 
+
 class RetrieverNode:
     def __init__(self):
         pass

src/genai/orchestration_agent/utils/utils.py

@@ -7,6 +7,7 @@ from .prompts import captioning_prompt
 from langchain_core.messages import FunctionMessage , AIMessage
 from .tools import  InfluencerRetrievalTool
 import re
+from langsmith import traceable
 
 class ImageCaptioner:
     def __init__(self, api_key=os.environ.get('GROQ_API_KEY')):
@@ -43,6 +44,7 @@ class AnalyticsViewer:
     def __init__(self, business_details):
         self.business_details = business_details
         
+    @traceable(name="influencer_analytics")   
     def show_analytics(self):
         tool_response = InfluencerRetrievalTool().retrieve_for_analytics(str(self.business_details))
         return tool_response

src/genai/utils/data_loader.py

@@ -12,6 +12,7 @@ class DataLoader:
     def __init__(self):
         self.caption_dataset = load_dataset("DvorakInnovationAI/rt-genai-dataset-v1", revision="openai-embeddings")
         self.ideas_dataset = load_dataset("DvorakInnovationAI/rt-genai-imdb-ideas-v1", revision='openai-embeddings')
+        self.api_knowledge_dataset = load_dataset("subashdvorak/api-kb-analytics", revision="openai-embeddings")
     
     def _load_vector_index(self , dataset):
         df = dataset["train"].to_pandas()
@@ -27,6 +28,9 @@ class DataLoader:
     
     def load_imdb_ideas(self):
         return self._load_vector_index(self.ideas_dataset)
+    
+    def load_api_knowledge(self):
+        return self._load_vector_index(self.api_knowledge_dataset)
 
 try:
     data_loader = DataLoader()
@@ -39,6 +43,7 @@ except Exception as e:
 try:
     caption_df, caption_embeddings, caption_index = data_loader.load_caption()
     ideas_df , ideas_embeddings , ideas_index = data_loader.load_imdb_ideas()
+    api_knowledge_df , api_embeddings , api_index = data_loader.load_api_knowledge()
     app_logger.info('Loaded the embeddings.')
 
 except Exception as e:

src/genai/utils/ideas/ideas.csv

@@ -1,5 +1,5 @@
-,Unnamed: 0.28,Unnamed: 0.27,Unnamed: 0.26,Unnamed: 0.25,Unnamed: 0.24,Unnamed: 0.23,Unnamed: 0.22,Unnamed: 0.21,Unnamed: 0.20,Unnamed: 0.19,Unnamed: 0.18,Unnamed: 0.17,Unnamed: 0.16,Unnamed: 0.15,Unnamed: 0.14,Unnamed: 0.13,Unnamed: 0.12,Unnamed: 0.11,Unnamed: 0.10,Unnamed: 0.9,Unnamed: 0.8,Unnamed: 0.7,Unnamed: 0.6,Unnamed: 0.5,Unnamed: 0.4,Unnamed: 0.3,Unnamed: 0.2,Unnamed: 0.1,Unnamed: 0,BusinessDetails,Ideas
-0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","[
+,Unnamed: 0.31,Unnamed: 0.30,Unnamed: 0.29,Unnamed: 0.28,Unnamed: 0.27,Unnamed: 0.26,Unnamed: 0.25,Unnamed: 0.24,Unnamed: 0.23,Unnamed: 0.22,Unnamed: 0.21,Unnamed: 0.20,Unnamed: 0.19,Unnamed: 0.18,Unnamed: 0.17,Unnamed: 0.16,Unnamed: 0.15,Unnamed: 0.14,Unnamed: 0.13,Unnamed: 0.12,Unnamed: 0.11,Unnamed: 0.10,Unnamed: 0.9,Unnamed: 0.8,Unnamed: 0.7,Unnamed: 0.6,Unnamed: 0.5,Unnamed: 0.4,Unnamed: 0.3,Unnamed: 0.2,Unnamed: 0.1,Unnamed: 0,BusinessDetails,Ideas
+0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","[
   {
     ""title"": ""Room Reveal"",
     ""one_line_description"": ""Plain room, bold sofa, hidden storage pops out in seconds."",
@@ -57,7 +57,7 @@
     ""niche"": ""Families hosting guests in small apartments""
   }
 ]"
-1,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+1,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Swap Old Furniture"",
@@ -117,7 +117,7 @@
   }
 ]
 ```"
-2,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+2,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Furniture Makeover"",
@@ -177,7 +177,7 @@
   }
 ]
 ```"
-3,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+3,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,3.0,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Furniture Flip Challenge"",
@@ -237,7 +237,7 @@
   }
 ]
 ```"
-4,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+4,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,4.0,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Room Transformation"",
@@ -297,7 +297,7 @@
   }
 ]
 ```"
-5,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+5,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Flip, Fold, Relax"",
@@ -357,7 +357,7 @@
   }
 ]
 ```"
-6,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+6,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,6.0,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Room in a Minute"",
@@ -425,7 +425,7 @@
   }
 ]
 ```"
-7,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+7,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,7.0,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Turn a Room into a Cozy Oasis"",
@@ -493,7 +493,7 @@
   }
 ]
 ```"
-8,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+8,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,8.0,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
     {
         ""title"": ""Flip & Reveal"",
@@ -561,7 +561,7 @@
     }
 ]
 ```"
-9,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
+9,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,9.0,,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","```json
 [
   {
     ""title"": ""Quick Room Makeover"",
@@ -629,7 +629,7 @@
   }
 ]
 ```"
-10,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,,,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","Here are the 8 unique, creative, and feasible TikTok and Instagram Reels video ideas for the furniture and home appliances store, simplified for easy understanding:
+10,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,,,,,,,,,,,,"{'business_type': 'furniture and home appliances store', 'platform': 'Instagram, TikTok', 'target_audience': 'homeowners, renters, and interior enthusiasts (ages 25–50) who are looking to furnish or upgrade their living spaces.', 'business_goals': 'to build a trusted home furnishing brand, increase product sales, and attract attention with visually appealing and informative video content.', 'offerings': 'sofas, beds, dining tables, chairs, wardrobes, kitchen appliances, lighting solutions, and home décor items', 'Challenges_faced': 'standing out in a competitive home furnishing market, showcasing quality and style of products effectively, and creating engaging, practical marketing videos', 'device_used': 'only phone. (iPhone 11)', 'additional_details': 'My budget is limited. I want creative and feasible ideas that can be captured using only a mobile phone.'}","Here are the 8 unique, creative, and feasible TikTok and Instagram Reels video ideas for the furniture and home appliances store, simplified for easy understanding:
 
 ```json
 [
@@ -699,7 +699,7 @@
   }
 ]
 ```"
-11,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+11,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,11.0,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Gear Up Challenge"",
@@ -767,7 +767,7 @@
   }
 ]
 ```"
-12,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+12,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,12.0,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Get Ready for Adventure"",
@@ -835,7 +835,7 @@
   }
 ]
 ```"
-13,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+13,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,13.0,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Trek Test"",
@@ -903,7 +903,7 @@
   }
 ]
 ```"
-14,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+14,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,14.0,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Gear Drop Test"",
     ""one_line_description"": ""Drop the backpack from a balcony onto grass and see it stay whole."",
@@ -969,7 +969,7 @@
     ""metaphor"": ""Pocket as a treasure chest.""
   }
 ]"
-15,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+15,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,15.0,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Rain Test"",
     ""one_line_description"": ""Pour a bucket of water on a jacket and shoes, then reveal they stay dry."",
@@ -1035,7 +1035,7 @@
     ""metaphor"": ""Shoe = a bridge that spans any terrain.""
   }
 ]"
-16,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+16,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,16.0,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Drop Test"",
     ""one_line_description"": ""A shoe is dropped onto a rocky edge and stays completely undamaged."",
@@ -1101,7 +1101,7 @@
     ""metaphor"": ""Gear is an emoji toolbox → each piece shows its own meaning.""
   }
 ]"
-17,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+17,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,17.0,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Rain Test"",
@@ -1169,7 +1169,7 @@
   }
 ]
 ```"
-18,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+18,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,18.0,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Rainstorm Reveal"",
     ""one_line_description"": ""Film a sudden rain burst on the jacket while a drone shows water beading and a hidden rainbow LED strip lighting up."",
@@ -1227,7 +1227,7 @@
     ""niche"": ""Eco‑conscious hikers and Gen‑Z shoppers who love AR sustainability""
   }
 ]"
-19,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+19,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,19.0,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Wilderness Trek Test"",
@@ -1287,7 +1287,7 @@
   }
 ]
 ```"
-20,20.0,20.0,20.0,20.0,20.0,20.0,20.0,20.0,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+20,20.0,20.0,20.0,20.0,20.0,20.0,20.0,20.0,20.0,20.0,20.0,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Rain-Flip Challenge"",
@@ -1347,7 +1347,7 @@
   }
 ]
 ```"
-21,21.0,21.0,21.0,21.0,21.0,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+21,21.0,21.0,21.0,21.0,21.0,21.0,21.0,21.0,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Rain Magic Trick"",
@@ -1407,7 +1407,7 @@
   }
 ]
 ```"
-22,22.0,22.0,22.0,22.0,22.0,22.0,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+22,22.0,22.0,22.0,22.0,22.0,22.0,22.0,22.0,22.0,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Rain Test"",
     ""one_line_description"": ""Drop a wet jacket on a rock while a hidden light strip glows, then watch the water drop off and the color change."",
@@ -1465,7 +1465,7 @@
     ""niche"": ""Travelers who care about the environment, fashion, and reducing waste""
   }
 ]"
-23,23.0,23.0,23.0,23.0,23.0,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+23,23.0,23.0,23.0,23.0,23.0,23.0,23.0,23.0,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Gravity Flip Challenge"",
     ""one_line_description"": ""Attach a small parachute to a backpack, drop it from a drone while a popular sound plays, and show that it survives the fall."",
@@ -1523,7 +1523,7 @@
     ""niche"": ""People who trek at high altitudes and like visual effects""
   }
 ]"
-24,24.0,24.0,24.0,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+24,24.0,24.0,24.0,24.0,24.0,24.0,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Rain VR Flip"",
     ""one_line_description"": ""Use a special phone filter to turn a sudden rainstorm into a game where we test how well the gear keeps water out in real time."",
@@ -1581,7 +1581,7 @@
     ""niche"": ""Solo hikers, survival fans, and DIY enthusiasts""
   }
 ]"
-25,25.0,25.0,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+25,25.0,25.0,25.0,25.0,25.0,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Elemental Gear Flip Challenge"",
     ""one_line_description"": ""Flip a shoe, a tent pole, and a jacket while special effects of fire, water, and earth follow them, showing they can survive in any condition."",
@@ -1639,7 +1639,7 @@
     ""niche"": ""People who love to travel in groups and take on challenges""
   }
 ]"
-26,26.0,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+26,26.0,26.0,26.0,26.0,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
 [
   {
     ""title"": ""Storm Sync Challenge"",
@@ -1699,7 +1699,7 @@
   }
 ]
 ```"
-27,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
+27,27.0,27.0,27.0,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","[
   {
     ""title"": ""Storm-Swap Challenge"",
     ""one_line_description"": ""Swap a regular hoodie for our waterproof jacket in the middle of the rain using a TikTok transition, then watch the rain roll off like magic."",
@@ -1757,7 +1757,7 @@
     ""niche"": ""Adventure video bloggers, solo travelers, and eco-travel influencers""
   }
 ]"
-28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","{
+28,28.0,28.0,28.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","{
     ""title"": ""Packing Challenge"",
     ""one_line_description"": ""Quickly pack a backpack with hiking essentials in a fast video."",
     ""hook"": ""See how to pack a backpack in just 10 seconds!"",
@@ -1813,3 +1813,184 @@
     ""usp"": ""Showing the beauty of hiking with the right gear in stunning time-lapse."",
     ""niche"": ""Nature lovers wanting immersive outdoor experiences.""
 }"
+29,29.0,29.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","{
+    ""title"": ""Exciting Outdoor Video Ideas"",
+    ""one_line_description"": ""Refined video ideas for outdoor enthusiasts with a focus on gear and adventure transformations."",
+    ""hook"": ""Ideas to make fun and engaging videos for people who love outdoor activities and gear."",
+    ""usp"": ""Highlighting the best features of the brand's gear and how it enhances outdoor experiences."",
+    ""niche"": ""Targeting specific groups of outdoor enthusiasts who value quality, style, and functionality in their gear."",
+    ""ideas"": [
+        {
+            ""title"": ""Gear Up Challenge"",
+            ""description"": ""Quickly pack a trekking kit in under a minute."",
+            ""hook"": ""Feel the excitement of getting ready for an adventure in just 30 seconds!"",
+            ""usp"": ""Showcasing the brand's efficient and high-quality gear."",
+            ""niche"": ""For adventure lovers who want fast and efficient gear setup.""
+        },
+        {
+            ""title"": ""Trail Transformation"",
+            ""description"": ""Change from city wear to trekking gear instantly."",
+            ""hook"": ""See a quick switch from city to outdoor explorer!"",
+            ""usp"": ""Highlighting the brand's versatile and stylish clothing."",
+            ""niche"": ""For trendy trekkers who seek functional and fashionable gear.""
+        },
+        {
+            ""title"": ""Shoe Swap Magic"",
+            ""description"": ""Watch shoes change color with each step on a trail."",
+            ""hook"": ""Experience color-changing shoes for every terrain!"",
+            ""usp"": ""Showcasing the brand's innovative and durable footwear."",
+            ""niche"": ""For shoe enthusiasts looking for reliable and creative trekking shoes.""
+        },
+        {
+            ""title"": ""Adventure Avatar"",
+            ""description"": ""Transform into a trekking avatar instantly."",
+            ""hook"": ""Go from ordinary to adventure-ready in a snap!"",
+            ""usp"": ""Enhancing outdoor experiences for enthusiasts."",
+            ""niche"": ""For travelers who want a quick and stylish outdoor change.""
+        },
+        {
+            ""title"": ""Tent Time-lapse"",
+            ""description"": ""Set up a tent in 15 seconds with a twist."",
+            ""hook"": ""Experience quick tent magic for easy camping adventures!"",
+            ""usp"": ""Showcasing easy-to-use and efficient camping gear."",
+            ""niche"": ""For campers seeking convenient and reliable tent solutions.""
+        },
+        {
+            ""title"": ""Backpack Blitz"",
+            ""description"": ""Unpack a backpack to reveal trekking essentials."",
+            ""hook"": ""Discover endless surprises in a backpack!"",
+            ""usp"": ""Highlighting a wide range of essential trekking gear."",
+            ""niche"": ""For adventure enthusiasts in need of reliable and well-equipped backpacks.""
+        },
+        {
+            ""title"": ""Mountain Mirror"",
+            ""description"": ""See a trekker's reflection in a mountain lake revealing gear."",
+            ""hook"": ""Explore gear through nature's reflection in the mountains!"",
+            ""usp"": ""Integrating the brand's products with the natural environment."",
+            ""niche"": ""For nature-loving trekkers who appreciate gear blending with the wilderness.""
+        },
+        {
+            ""title"": ""Epic Expedition Edit"",
+            ""description"": ""Create a montage of trekking adventures with gear changes."",
+            ""hook"": ""Watch gear evolve in thrilling trekking moments!"",
+            ""usp"": ""Showcasing gear durability and adaptability in real outdoor situations."",
+            ""niche"": ""For adventure enthusiasts needing gear that can handle tough terrains and challenges.""
+        }
+    ]
+}"
+30,30.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","{
+    ""title"": ""Clothing Swap"",
+    ""one_line_description"": ""Change your outfit quickly for outdoor adventures."",
+    ""hook"": ""Have a fast and fun outfit change for your next trip."",
+    ""usp"": ""Easily switch between everyday clothes and outdoor gear."",
+    ""niche"": ""People who like fashion and the outdoors and want versatile clothing.""
+  },
+  {
+    ""title"": ""Time-lapse Trekking"",
+    ""one_line_description"": ""Watch a beautiful trekking journey from day to night in seconds."",
+    ""hook"": ""See a whole trek in a cool fast-forward video."",
+    ""usp"": ""Showing the beauty and endurance of the trek through fast video storytelling."",
+    ""niche"": ""People who love nature and adventures and are interested in fast videos.""
+  },
+  {
+    ""title"": ""Gear History"",
+    ""one_line_description"": ""Learn about the evolution of trekking gear over time."",
+    ""hook"": ""See how trekking essentials have changed from old to new."",
+    ""usp"": ""Showing how the brand's gear has improved over the years."",
+    ""niche"": ""History buffs and gear fans who like seeing how gear has progressed.""
+  },
+  {
+    ""title"": ""Outdoor Fashion Show"",
+    ""one_line_description"": ""Show off stylish outdoor gear for any adventure."",
+    ""hook"": ""Mix fancy fashion with tough outdoor clothes for a special show."",
+    ""usp"": ""Combining fashion and function in outdoor clothing."",
+    ""niche"": ""Fashionable adventurers who want trendy and practical outdoor clothes.""
+  },
+  {
+    ""title"": ""Gear Test"",
+    ""one_line_description"": ""Try out and review the latest trekking gear in real conditions."",
+    ""hook"": ""See real reactions to new gear's durability and features."",
+    ""usp"": ""Honest reviews from active trekkers testing gear outdoors."",
+    ""niche"": ""Outdoor gear fans and review lovers.""
+  },
+  {
+    ""title"": ""Adventure Makeover"",
+    ""one_line_description"": ""See the amazing change when gearing up for an adventure."",
+    ""hook"": ""Watch the visual impact of getting ready for a trip through gear."",
+    ""usp"": ""Highlighting the benefits of gearing up for outdoor fun."",
+    ""niche"": ""Fans of visual stories and transformations who like change.""
+  },
+  {
+    ""title"": ""Gear Tips"",
+    ""one_line_description"": ""Learn smart ways to use trekking gear beyond the trail."",
+    ""hook"": ""Find creative ways to use trekking gear in daily life."",
+    ""usp"": ""Offering unique tips for using gear in different ways."",
+    ""niche"": ""People who like DIY projects and outdoor gear innovation.""
+  },
+  {
+    ""title"": ""Trekking Must-Haves"",
+    ""one_line_description"": ""Get a quick guide to essential trekking gear in 15 seconds."",
+    ""hook"": ""See must-have gear for a smooth trekking experience in a flash."",
+    ""usp"": ""Making gear selection easy for beginners going on treks."",
+    ""niche"": ""Beginner trekkers looking for guidance on essential gear.""
+}"
+31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'business_type': 'trekking clothes, shoes and equipment selling brand', 'platform': 'Instagram, TikTok', 'target_audience': 'adventure lovers, trekkers, hikers, and travelers (ages 18–45) who are passionate about outdoor activities.', 'business_goals': 'to build a trusted adventure gear brand, increase product sales, and attract attention with visually striking and catchy video contents.', 'offerings': 'durable trekking clothes, high-quality shoes, backpacks, tents, and essential trekking equipment', 'Challenges_faced': 'standing out in a crowded outdoor gear market, proving durability and reliability of products, and creating engaging, catchy marketing videos', 'device_used': 'only phone. (Iphone 11)', 'additional_details': 'My budget is not so high. I want creative and feasible ideas to be captured by just mobile phone only.'}","```json
+[
+  {
+    ""title"": ""Rain Proof"",
+    ""one_line_description"": ""Watch water roll off a trekking jacket in just a few seconds."",
+    ""hook"": ""Will it stay dry in a heavy rain? Let’s find out!"",
+    ""usp"": ""See the waterproof shell with quick-bead technology for dependable protection."",
+    ""niche"": ""Monsoon trekkers""
+  },
+  {
+    ""title"": ""Night Glow"",
+    ""one_line_description"": ""Reflective seams shine under streetlights, helping you see your way."",
+    ""hook"": ""Watch your path light up without any batteries—how cool is that?"",
+    ""usp"": ""Stay safe with highly reflective gear made for night trekkers."",
+    ""niche"": ""Night hikers and early-morning climbers""
+  },
+  {
+    ""title"": ""Pack Five"",
+    ""one_line_description"": ""A 20L backpack holds a full day’s gear in seconds—check out the pocket reveal trick."",
+    ""hook"": ""5 essentials in one bag—watch how it all fits!"",
+    ""usp"": ""Find smart pockets and a flexible design for very light trips."",
+    ""niche"": ""Lightweight trekkers and weekend warriors""
+  },
+  {
+    ""title"": ""Grippy Step"",
+    ""one_line_description"": ""Soles made to grip wet rocks and mud—no slipping here."",
+    ""hook"": ""Grip you can trust on every trail—let’s test it out!"",
+    ""usp"": ""Experience trail-tested outsoles with great grip."",
+    ""niche"": ""Rocky terrain hikers and beginners in scrambling""
+  },
+  {
+    ""title"": ""Layer Flip"",
+    ""one_line_description"": ""One jacket, three styles: sleeves zip off for warmth, wind protection, and light use."",
+    ""hook"": ""Three weather types, one jacket—let’s see how it works!"",
+    ""usp"": ""Enjoy a flexible layering system for sudden weather changes."",
+    ""niche"": ""Seasonal trekkers and travelers""
+  },
+  {
+    ""title"": ""Tent Sprint"",
+    ""one_line_description"": ""Turn your bag into a shelter in under a minute with just one shake."",
+    ""hook"": ""60 seconds to a cozy shelter—can it really be that fast?"",
+    ""usp"": ""Experience quick-setup tents perfect for one person or small groups."",
+    ""niche"": ""Budget campers and solo trekkers""
+  },
+  {
+    ""title"": ""Value Beast"",
+    ""one_line_description"": ""We test price vs performance on a tough trail—wait until you see the results."",
+    ""hook"": ""Big value, serious gear—can it really do better than its price?"",
+    ""usp"": ""Find high-value gear that goes beyond expectations."",
+    ""niche"": ""Budget-conscious hikers""
+  },
+  {
+    ""title"": ""Nepal Trails"",
+    ""one_line_description"": ""Real trekkers share their stories on famous Nepali trails in short clips."",
+    ""hook"": ""Locals and travelers trust this gear on Himalaya trails—let’s hear their stories!"",
+    ""usp"": ""Nepal-tested, guide-approved gear for tough trails."",
+    ""niche"": ""Nepalese trekkers and international Himalayan hikers""
+  }
+]
+```"

src/genai/utils/models_loader.py

@@ -20,23 +20,23 @@ llm_gemini = ChatGoogleGenerativeAI(model="gemini-1.5-flash")
 llm_groq_openai = ChatGroq(model="openai/gpt-oss-120b",temperature=0.7)
 llm_groq = ChatGroq(model="llama-3.3-70b-versatile",temperature=0)
 
-llm_gpt_small = ChatOpenAI(model="gpt-4o-mini",temperature=0.3)
-llm_gpt = ChatOpenAI(model="gpt-4o-mini",temperature=0.3)
-llm_gpt_high = ChatOpenAI(model="gpt-4o-mini",temperature=0.5)
+llm_gpt_small = ChatOpenAI(model="gpt-3.5-turbo",temperature=0.3)
+llm_gpt = ChatOpenAI(model="gpt-3.5-turbo",temperature=0.3)
+llm_gpt_high = ChatOpenAI(model="gpt-5-nano",temperature=0.5)
 encoding_model = tiktoken.encoding_for_model('gpt-4o-mini')
 
 
 captioning_model = "meta-llama/llama-4-scout-17b-16e-instruct"
 image_generation_model = "black-forest-labs/FLUX.1-schnell"
 
-ideator_llm = llm_gpt_small
-moderator_llm = llm_gpt_small
-critic_llm = llm_gpt_small
-simplifier_llm = llm_gpt_small
-normalizer_llm = llm_gpt_small
+ideator_llm = llm_gpt_high
+moderator_llm = llm_gpt
+critic_llm = llm_gpt
+simplifier_llm = llm_gpt
+normalizer_llm = llm_gpt
 validator_llm = llm_gpt_small
-judge1_llm = llm_gpt_small
-judge2_llm = llm_gpt_small
+judge1_llm = llm_gpt
+judge2_llm = llm_gpt