While PostgreSQL is a robust relational database, it can face performance challenges with high-velocity data streams and AI workloads that increase database activity. As data volume and frequency grow, standard PostgreSQL may require significant manual tuning and maintenance to maintain query speed. Extending PostgreSQL with solutions like TimescaleDB is presented as a way to enhance its capabilities for time-series data and AI applications without abandoning the familiar environment.
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