Kaskada - Real-Time AI Streaming Engine
Kaskada is a next-generation streaming engine that seamlessly connects AI models to real-time and historical data, completing the real-time AI stack
Kaskada Product Information
What is Kaskada?
Kaskada completes the real-time AI stack by providing real-time aggregation, event detection, and history replay functionalities. Quick and easy integration within Python's ecosystem of AI/ML tooling enables users to load data, process it, train, and serve models all in one place without the need for infrastructure provisioning.
How to Use Kaskada?
Simply use pip install kaskada to get started with Kaskada. Users can then connect and compute over databases, streaming data, and dynamically loaded data using Python.
Core Features of Kaskada
- Real-time Aggregation
- Event Detection
- History Replay
- Python Integration
- Scalability
- Reliability
Use Cases of Kaskada
- Real-time AI integration
- Data processing and aggregation
- Event detection and alerting
FAQ about Kaskada
What is Kaskada's primary use case?
Kaskada is designed to integrate AI models with real-time and historical data, providing real-time aggregation and event detection capabilities.
Does Kaskada support Python integration?
Yes, Kaskada seamlessly integrates within Python's ecosystem of AI/ML tooling, enabling data processing, model training, and serving in one place.
Is Kaskada suitable for real-time event detection?
Yes, Kaskada provides event detection functionality to trigger proactive AI behaviors by identifying important activities as they happen.
How does Kaskada ensure scalability and reliability?
Kaskada uses a cloud-native design and supports partitioned execution to efficiently handle large historic and high-throughput streaming queries. Most operations are implemented incrementally, allowing automatic recovery if the process is terminated or killed.
What tools does Kaskada integrate with?
Kaskada seamlessly integrates with Python's ecosystem of AI/ML tooling, including data loading, processing, model training, and serving.
Is there a free trial available for Kaskada?
There is no explicit mention of a free trial on the landing page.
Kaskada Badge
Elevate your AiDive Launch with a sleek and customizable badge that complements your site. Choose from three distinct themes (Dark, Light, or Neutral) to perfectly match your website’s style. Easy to embed in your homepage or footer, this badge encourages your community to show their support and boosts engagement effortlessly
How to Install?Click "Copy embed code" and insert it into the source code of your website’s homepage.
