De keynote van dag 1 van de Data+AI Summit in San Francisco, duurde lang… Eigenlijk té lang. Maar het was wel een aanschakeling van aankondigingen. Bijna niet bij te houden… Gelukkig heeft de organisatie het samengevat!
Generative AI
- LakehouseIQ: The knowledge engine of the Lakehouse that learns what makes your business unique to arm everyone with accurate answers
- Databricks Assistant: A context-aware collaborator powered by LakehouseIQ that uses natural language to generate reports, generate and explain code, and answer data and code-related questions
- Lakehouse AI: Quickly, cost-effectively and securely build Generative AI applications
- Vector Index: Easily create auto-updating vector search indexes from data in Unity Catalog
- Model Serving: GPU-enabled, real-time inference of LLMs at up to 10X lower latency and reduced costs
- Curated Open Source Models, backed by optimized Model Serving for high performance
- MLflow 2.5: Manage your end-to-end LLM Operations (LLMOps) effectively and reliably
Unity Catalog
- Lakehouse Federation: Discover, query and govern your data no matter where it lives
- AI Governance: Feature Store, Model Registry and Volumes in Unity Catalog
- Lakehouse Monitoring and Observability: Monitor quality and integrity for all your data and AI assets. Billing, audit, lineage and security info as tables for enhanced observability
Data Sharing and Collaboration
- Databricks Marketplace: An open marketplace for all your data, analytics, and AI models. Now Generally Available
- Lakehouse Apps: The most secure way to build, distribute, and run innovative data and AI applications directly on the Databricks Lakehouse
- Databricks Clean Rooms: Privacy-safe collaboration. Available now in Private Preview on AWS
- Delta Sharing: Databricks is expanding the Delta Sharing ecosystem with new partners, including Cloudflare, Dell, Oracle and Twilio
Delta Lake
- Delta Lake 3.0: UniForm provides automatic translation to Apache Iceberg or Apache Hudi to eliminate lakehouse platform incompatibility
