Pathway
Pathway is an advanced Python ETL framework designed for stream processing and real-time analytics, featuring LLM and RAG pipelines. Leveraging a powerful Rust engine, it facilitates incremental computation and supports multithreading and distributed tasks, ensuring efficient handling of both batch and streaming data in various environments, including local development and production.
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Top Pathway Features
- Real-time data processing
- Seamless Python integration
- Scalable Rust engine
- Incremental computation capability
- Efficient stream replays
- Multithreading support
- Multiprocessing capabilities
- Distributed computation framework
- Batch and streaming compatibility
- Easy deployment with Docker
- Kubernetes deployment support
- Versatile in development environments
- Robust ETL framework
- Real-time analytics functionality
- LLM pipeline support
- RAG integration
- User-friendly API design
- CI/CD testing compatibility
- In-memory pipeline execution
- Comprehensive data handling flexibility
