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New: Check out easy-to-launch Pathway App Templates! * Features * Solutions * Success Stories * Blog * Our story * Developers Search⌘K 6k Log in Sign in with your accountSign in to access additional features with Pathway Scale. -------------------------------------------------------------------------------- GitHub LinkedIn AI, SERVED FRESH For your mission-critical RAG and ETL with Live Data Build blazing fast Python pipelines connected to 300+ data sources. Serve robust AI-friendly data indexes, real-time features, and alerts. Answer queries to unstructured data with 99% accuracy. Get Started Let's talk TRUSTED BY Read success story Read success story Read success story Read success story Read success story Read success story Read success story Read success story Read success story Read success story Testimonials STORIES FROM OUR USERS Want to create an #LLM app that can fetch real-time data? Without the need for vector databases or a complex stack? You should try Pathway. Snowflake (Streamlit) Team Pathway’s ability to process real-time data is truly impressive. Thanks to Pathway we implemented our data pipelines for applied observability in production. If you’re looking for a top-notch data processing solutions, be sure to check out Pathway! Priyam KumarQuestionPro Kafka and Flink are based on outdated tech which results in underperformance. Their paradigm simply is not suited to AI/ML use cases. Pathway is fast and built for the AI era. Leading Streaming authorEnterprise Kafka Engineer at major retail chain Going from streaming to batch and vice-versa is cumbersome for Flink or Spark. You usually end up designing and building from scratch a hybrid infra, which is unreliable. Pathway is built to resolve this pain. Member of Apache Pulsar core teamApache I’m really into Pathway! It has a way lower learning curve than Flink, with way stronger consistency guarantees. Flink developerStaff Data Engineer at a leading mobility scaleup Pathway corrects the answers of LLMs in real time! Incrementally as well! Hubert DulayAuthor of “Streaming Databases” Here comes an update on the input data source, and we get alerted that the LLM has changed its answer to my question. Just set a web hook, create a reactive application in Pathway, and never need to care about synchronizing data again ❤️ Pau Labarto BajoCreator of Real World ML A sure way to STAY IN CONTROL Streamlined development and deploymentBuilt in Rust with ❤ for Python developers, Pathway streamlines the entire ML/AI project lifecycle from prototype to production. It supports local, notebook, and scaled container deployments. Fast, and Always In-SyncConnect live data sources like SharePoint, Google Drive, S3 and Delta Tables, cloud folders, Kafka, databases, and 300+ APIs such as Salesforce and Hubspot. Pathway's high-speed Rust engine delivers real-time updates, and is scalable to hundreds of CPU cores, with cost-efficient incremental computing, persistence, and caching. Robust and SecureDeploy your Pathway applications from Python files or git folders using Docker or Kubernetes, on-premises or in any cloud. Simplify your setup by avoiding multiple databases and compute engines linked by clunky APIs. Gain full control of the pathway that your data follows. Chef's Choice, or à la carte? Have it your own way.Choose from ready-to-use Pathway code templates suitable for various industries and data types, or customize them with functions from the Pathway library, connectors, and integrations. Safely interact with LLMs and external asynchronous APIs. App Templates: connect your data & run! How it Works SERVING AI AND REAL-TIME ANALYTICS Pathway for Enterprise brings you Logistics Postal Services, 3PL, Container Shipping Read More Document Search Live data pipelines for AI apps, LLM-powered analytics Read More AI-enabled vehicles & eSports Telemetry tracking, Augmented reality, Realtime monitoring Read More What you get with our Enterprise Edition * Horizontal Scalability * Machine Learning Toolboxes * Support with SLA * Secure by design See Full Features List Let's talk We are featured in Gartner Featured in Gartner's Market Guide Market Guide for Event Stream Processing Read More Gartner's Representative Vendor Market Guide for Data Analytics and Intelligence Platforms in Supply Chain Read More * * * Company * Features * Success Stories * Our Story * Careers * Events Developers * Documentation * App Templates * Compare Stream Processing Frameworks * Pathway vs Flink * Pathway vs Kafka Streams * Pathway vs Spark Streaming * Get your license About * Legal & GDPR * Equal opportunity employer * Privacy policy * Licensing * Media kit * Glossary Contact * Let's talk * Chat with us on Discord * Pathway * 96bis Boulevard Raspail * Agoranov * 75006 Paris, France © 2021-2024 Pathway SearchK