Shypd.aiThe largest open index of AI toolsKaskada is a Data & Analytics tool that provides a next-generation streaming engine for real-time AI. It connects AI models to real-time and historical data, enabling real-time aggregation and event detection without infrastructure provisioning.
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About
Kaskada, now acquired by DataStax, offers a powerful streaming engine designed to connect AI models with both real-time and historical data. It facilitates real-time aggregation by precomputing model inputs from streaming data with robust connectors, transformations, and aggregations. The platform also supports event detection to trigger proactive AI behaviors as important activities occur. A key feature is History Replay, allowing backtesting and fine-tuning from historical data using per-example time travel and point-in-time joins. Kaskada integrates seamlessly with Python's AI/ML ecosystem, enabling data loading, processing, model training, and serving in one environment. Built in Rust using Apache Arrow, it ensures scalability and reliability for large historic and high-throughput streaming queries.
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Likely Not Free
Not publicly disclosed. Check kaskada.com for current pricing.
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