UserWarning: You appear to be connected to a CosmosDB cluster. For more information regarding feature compatibility and support please visit https://www.mongodb.com/supportability/cosmosdb

  mongodb_client = MongoClient(

Traceback (most recent call last): 344

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\testRag.py", line 166, in <module>

    asyncio.run(main())

  File "C:\Users\prhurakadli\AppData\Local\Programs\Python\Python312\Lib\asyncio\runners.py", line 194, in run

    return runner.run(main)

           ^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\AppData\Local\Programs\Python\Python312\Lib\asyncio\runners.py", line 118, in run

    return self._loop.run_until_complete(task)

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\AppData\Local\Programs\Python\Python312\Lib\asyncio\base_events.py", line 686, in run_until_complete

    return future.result()

           ^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\testRag.py", line 158, in main

    result = await memory.search(collection_name, query_term)

             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\semantic_kernel\memory\semantic_text_memory.py", line 142, in search

    results = await self._storage.get_nearest_matches(

              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\semantic_kernel\connectors\memory\azure_cosmosdb\azure_cosmos_db_memory_store.py", line 272, in get_nearest_matches  

    return await self.cosmos_store.get_nearest_matches("", embedding, limit, min_relevance_score, with_embeddings)

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\semantic_kernel\connectors\memory\azure_cosmosdb\mongo_vcore_store_api.py", line 258, in get_nearest_matches

    cursor = self.collection.aggregate(pipeline)

             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\collection.py", line 2978, in aggregate

    return self._aggregate(

           ^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\_csot.py", line 119, in csot_wrapper

    return func(self, *args, **kwargs)

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\collection.py", line 2886, in _aggregate

    return self._database.client._retryable_read(

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\mongo_client.py", line 1861, in _retryable_read

    return self._retry_internal(

           ^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\_csot.py", line 119, in csot_wrapper

    return func(self, *args, **kwargs)

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\mongo_client.py", line 1828, in _retry_internal

    ).run()

      ^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\mongo_client.py", line 2565, in run

    return self._read() if self._is_read else self._write()

           ^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\mongo_client.py", line 2708, in _read

    return self._func(self._session, self._server, conn, read_pref)  # type: ignore

           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\aggregation.py", line 164, in get_cursor

    result = conn.command(

             ^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\helpers.py", line 47, in inner

    return func(*args, **kwargs)

           ^^^^^^^^^^^^^^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\pool.py", line 536, in command

    return command(

           ^^^^^^^^

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\synchronous\network.py", line 213, in command

    helpers_shared._check_command_response(

  File "C:\Users\prhurakadli\OneDrive - Microsoft\Desktop\Multi Agent Test\env\Lib\site-packages\pymongo\helpers_shared.py", line 247, in _check_command_response

    raise OperationFailure(errmsg, code, response, max_wire_version)

pymongo.errors.OperationFailure: Similarity index was not found for a vector similarity search query., full error: {'ok': 0.0, 'errmsg': 'Similarity index was not found for a vector similarity search query.', 'code': 2, 'codeName': 'BadValue'}