fix: added number_of_replicas as 0 to not create unused nodes in OpenSearch#1318
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This pull request focuses on optimizing OpenSearch index configurations by reducing the number of replicas to zero, which can improve indexing speed and reduce resource usage in development or single-node environments. The changes affect both the knowledge filters index and dynamically created embedding indices.
OpenSearch index configuration improvements:
"number_of_replicas": 0in the knowledge filters index settings insrc/main.pyto ensure no replicas are created for this index."number_of_replicas": 0(and remove the previous default of 1) for dynamically created embedding indices insrc/utils/embeddings.py, further optimizing resource usage.