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993e34fafb
We found the [table of langchain milvus feature](https://python.langchain.com/docs/integrations/vectorstores/) is not consistent with the currently implemented code. So we change it with a PR. - searchByVector: code is [here](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L1543)) - passesStandardTests: All methods will be tested(including unittest and integration test) , see an example [here]( https://github.com/langchain-ai/langchain-milvus/actions/runs/15347213828/job/43186093988) , the test code it [here](https://github.com/langchain-ai/langchain-milvus/tree/main/libs/milvus/tests) and the github workflow is defined [here](https://github.com/langchain-ai/langchain-milvus/blob/main/.github/workflows/_test.yml) - multiTenancy: milvus supports different kinds of [multi tenancy](https://milvus.io/docs/multi_tenancy.md#Implement-Multi-tenancy), they also implemented by langchain_milvus - database level: specify the database name in [connection_args](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L374)) - collection level: specify the collection in [collection_name param](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L337)) - partition level: specify the [partition-related params ](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L280)) - idsInAddDocuments: [add document method](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L2030)) supports ids param passed in( then passed to add_texts method [here](e29ff1bff5/libs/milvus/langchain_milvus/vectorstores/milvus.py (L1102))) @ccurme please take a review, thanks. Signed-off-by: ChengZi <chen.zhang@zilliz.com>