Implemented imdb ideation

logs/access.log

@@ -12,3 +12,11 @@
 2025-07-30 16:40:01,763 | INFO | access_logger | Response status: 422
 2025-07-30 16:53:21,510 | INFO | access_logger | Request: POST http://127.0.0.1:8000/api/show-analytics
 2025-07-30 16:53:23,607 | INFO | access_logger | Response status: 200
+2025-08-07 22:11:57,149 | INFO | access_logger | Request: GET http://127.0.0.1:8000/docs
+2025-08-07 22:11:57,199 | INFO | access_logger | Response status: 200
+2025-08-07 22:11:57,518 | INFO | access_logger | Request: GET http://127.0.0.1:8000/openapi.json
+2025-08-07 22:11:57,896 | INFO | access_logger | Response status: 200
+2025-08-07 22:12:07,355 | INFO | access_logger | Request: POST http://127.0.0.1:8000/api/ideation
+2025-08-07 22:13:07,112 | INFO | access_logger | Response status: 200
+2025-08-07 22:19:53,508 | INFO | access_logger | Request: POST http://127.0.0.1:8000/api/ideation
+2025-08-07 22:21:00,552 | INFO | access_logger | Response status: 200

src/genai/ideation_agent/utils/nodes.py

@@ -29,8 +29,8 @@ def ideator(state:State):
                                  The information of the image is:\n{state.image_caption[-1]}''')]
     try:
         response = ideator_agent.invoke({'messages':messages})
-        response = response['messages'][-1].content
         print('Ideator Response:',response)
+        response = response['messages'][-1].content
         state.ideator_response.append(response)
         print('Ideator Generated the story')
         return state

src/genai/ideation_agent/utils/tools.py

@@ -11,7 +11,7 @@ from src.genai.utils.load_embeddings import  caption_index , caption_df, ideas_i
 from src.genai.utils.utils import clean_text
 
 @tool("influencers_data_retrieval_tool", args_schema=QueryFormatter, return_direct=False,description="Retrieve influencer-related data for a given query.")
-def retrieve_tool(business_details):
+def retrieve_tool_old(business_details):
     '''
     Always invoke this tool.
     Retrieve influencer's data by semantic search of **business details**.
@@ -68,7 +68,7 @@ def retrieve_tool(business_details):
     distances, indices = ideas_index.search(query_embedding, top_k)
 
     outer_list = []
-    for rank, (idx, sim) in enumerate(indices[0], 1):
+    for rank, (idx, sim) in enumerate(zip(indices[0], distances[0]), 1):
         row = ideas_df.iloc[idx]
         res = {
             'rank': rank,
@@ -76,7 +76,7 @@ def retrieve_tool(business_details):
         }
 
         inner_list = [
-            f"[{res['rank']}]. The retrieved idea  is: **{res['idea']}\n**",
+            f"Idea [{res['rank']}]: **{res['idea']}\n**",
         ]
         outer_list.append(inner_list)