joeyutong opened a new pull request, #626:
URL: https://github.com/apache/flink-agents/pull/626

   ## Summary
   - replace the test-only mock embedding implementation in 
`test_vector_store_long_term_memory.py`
   - remove the dependency on ChromaDB `DefaultEmbeddingFunction()` for 
non-Ollama test runs
   - keep the existing add/get/search assertions unchanged with deterministic 
local embeddings
   
   ## Why
   The previous mock embedding path could trigger an implicit model download 
through ChromaDB even though this unit test only needs deterministic embeddings 
for local assertions.
   
   ## Validation
   - `/Users/tangyu/Workspaces/flink-agents/venv/bin/python -m pytest 
/tmp/flink-agents-chroma-test-no-download/python/flink_agents/runtime/memory/tests/test_vector_store_long_term_memory.py
 -q`


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