Databricks has released KARL, an RL-trained RAG agent that it says handles all six enterprise search categories at 33% lower cost than frontier models.

Databricks' KARL agent uses reinforcement learning to generalize across six enterprise search behaviors — the problem that breaks most RAG pipelines.

Databricks and Tonic.ai have partnered to simplify the process of connecting enterprise unstructured data to AI systems to reap the benefits of RAG. Learn how in this step-by-step technical how-to.

Zerobus Ingest支持数千个并发客户端，可实现单表超过10Gbps的聚合吞吐量，每个连接每秒可处理高达100MB的数据。据Databricks介绍，这项托管服务采用无服务器架构，可自动扩展以匹配工作负载，无需手动配置。

数据成为企业的新型资源，犹如石油般重要。 随着互联网数据的爆炸性增长，数据已经成为企业的新型资源，犹如石油般重要。越来越多的企业希望利用各种结构化和非结构化数据来发挥自己的优势。 然而，他们面临着复杂的遗留基础设施、数据孤岛的解决 ...

Databricks Inc. today announced the general availability of Zerobus Ingest, a new serverless service within its Lakeflow Connect suite that simplifies and accelerates real-time data ingestion into the ...

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