bharath000 opened a new issue, #39377:
URL: https://github.com/apache/beam/issues/39377

   ### What happened?
   
   In the Milvus RAG vector sink 
(`apache_beam/ml/rag/ingestion/milvus_search.py`), `_MilvusSink.write()` 
creates a new `MilvusClient` on every call:
   
       def write(self, documents):
           self._client = MilvusClient(
               **unpack_dataclass_with_kwargs(self._connection_params))
           resp = self._client.upsert(...)
   
   But `__enter__` already creates the client using `retry_with_backoff`. So 
the write path:
   
   - throws away the retry-wrapped client from `__enter__` and makes a fresh 
one without retry
   - leaves the original client unclosed, so it leaks (MilvusClient has no 
`__del__`)
   - `__exit__` only closes the last client
   
   The `write()` docstring also says it "flushes the collection to ensure data 
persistence", but there is no `flush()` call anywhere.
   
   Expected: `write()` should reuse the client from `__enter__`, and the 
docstring should describe the real behavior (no flush).
   
   ### Issue Priority
   
   Priority: 3 (minor)
   
   ### Issue Components
   
   - [x] Component: Python SDK
   - [ ] Component: Java SDK
   - [ ] Component: Go SDK
   - [ ] Component: Typescript SDK
   - [ ] Component: IO connector
   - [ ] Component: Beam YAML
   - [ ] Component: Beam examples
   - [ ] Component: Beam playground
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