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Apache Flink 2.2.0 enhances real-time data processing by integrating AI capabilities, introducing new functions like ML_PREDICT for large language models and VECTOR_SEARCH for vector similarity searches. The release also improves materialized tables, batch processing, and connector frameworks, addressing over 220 issues.