- 11152 Views
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I looked into Genie Code costs in Databricks — it’s cheap until it isn’t
I’ve been testing Genie Code in Databricks and wanted to understand not just the UX, but the actual cost behavior.My impression so far:for simple code edits / code assistance, it looks almost free,but if Genie Code starts doing things that involve re...
- 11152 Views
- 4 replies
- 4 kudos
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Great writeup - I'm also facing the same problem with Genie Code.1. This billing attribution gap isn't specific to Genie Code, it shows up anywhere an agent/orchestration layer spins up ad-hoc compute (serverless one) on your behalf. Eventhough you c...
- 4 kudos
- 843 Views
- 0 replies
- 1 kudos
Understanding EXPLAIN FORMATTED in Databricks SQL
As data engineers, we spend a significant amount of time writing SQL queries to ingest, transform, and analyse data. However, writing a query that returns the correct results is only part of the equation. Equally important is understanding how Spark ...
- 843 Views
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- 1 kudos
- 1617 Views
- 3 replies
- 3 kudos
How to enable a custom URL in Azure Databricks?
Azure Databricks now allows organisations to configure a custom URL at the account level, providing a unified and branded access point for all users.Instead of navigating multiple workspace-specific URLs, users can log in once using a single custom U...
- 1617 Views
- 3 replies
- 3 kudos
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I've also landed on the community page after trying to get the custom-url to work. In the accounts console itself the option is mentioned, but it seems it's unavailable for our account at the moment. Are there any prerequisites except for the ones in...
- 3 kudos
- 1023 Views
- 0 replies
- 0 kudos
How to Track the Latest Databricks Feature Names (Complete Rename History)
Databricks has already renamed 34+ products and features, and some of them have changed names more than once.If you've ever wondered:"Is it still Mosaic AI Vector Search or AI Search?""What's the current name of Genie Spaces?""Wasn't this called some...
- 1023 Views
- 0 replies
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- 483 Views
- 0 replies
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Lakebase search
In the Lakebase project, we can enable Lakebase Search. Lakebase Search is Databricks’ managed search capability for Lakebase projects. Under the hood, it exposes two Postgres extensions: lakebase_vector, which adds approximate nearest-neighbor vecto...
- 483 Views
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- 356 Views
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Understanding the Databricks Genie Family: Which Genie Is Right for You?
Genie FamilyThink of the Genie family as a team of specialists. Each member has a different responsibility, but they all collaborate using the same trusted data.Article Link:Understanding the Databricks Genie Family: Which Genie Is Right for You? @mv...
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- 286 Views
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Query Federation vs Lakeflow Connect in Databricks: When to Query and When to Ingest
This is one of those Databricks concepts that becomes very easy once you stop thinking about features and start thinking about “Do I want to move the data or not?As a data engineer, think:Query Federation = “Read remotely.”Lakeflow Connect = “Bring t...
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- 278 Views
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Databricks Foreign Table
Foreign Tables in Databricks are part of Lakehouse Federation and allow you to query data that lives outside Databricks without copying it into Delta tables first. Think of them as a Unity Catalog object that points to an external system.Let’s unders...
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- 371 Views
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Indexes came to Lakehouse
Lakehouse indexes allow not only to skip files during read but also, thanks to row-level tracking id to go directly to the given row and skip scanning other rows in the file. #databricks https://www.sunnydata.ai/blog/databricks-full-text-search-index...
- 371 Views
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- 418 Views
- 0 replies
- 1 kudos
Using Scala and Java UDFs in Unity Catalog
A Complete Guide to Scala and Java UDFs in Unity CatalogImagine your company stores customer phone numbers from around the world. Some come in as (415) 555-0132, others as +44 20 7946 0958, others as 020-7946-0958. They all mean something valid, but ...
- 418 Views
- 0 replies
- 1 kudos
- 524 Views
- 0 replies
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Full-text search
Full-text search index on Databricks. I managed to search 400 times faster! Read more about CREATE SEARCH INDEX #databricks https://www.sunnydata.ai/blog/databricks-full-text-search-index-benchmark https://medium.com/databrickscommunity/full-text-sea...
- 524 Views
- 0 replies
- 0 kudos
- 820 Views
- 0 replies
- 1 kudos
Building Multi Agent System with Supervisor Agent
Why Multi-Agent Systems Are No Longer Optional in Enterprise AI?Enterprise AI is beginning to hit a ceiling not because today’s models lack capability, but because single agents struggle to manage cross-functional complexity.Modern business problems ...
- 820 Views
- 0 replies
- 1 kudos
- 426 Views
- 0 replies
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Postgres 18
When you create a new project in Lakebase, you can choose Postgres 18 (Although 17 is still the default, as 18 has some limitations). #databricks more news and video https://medium.com/databrickscommunity/databricks-news-rt-lakehouse-reyden-lakebase-...
- 426 Views
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- 668 Views
- 0 replies
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AI Agent Readiness Hierarchy: From Trusted Data to Trusted Autonomy
AI Agent Readiness Hierarchy - From Trusted Data to Trusted AutonomyA Maslow-Inspired Framework for Building Trusted Enterprise AgentsMaslow’s hierarchy describes how human needs progress from foundational requirements, such as safety and belonging, ...
- 668 Views
- 0 replies
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- 1271 Views
- 0 replies
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IP functions
A dozen nice new IP functions have been added to Databricks SQL. #databricks more news https://medium.com/databrickscommunity/databricks-news-rt-lakehouse-reyden-lakebase-ttl-8416bdccf627
- 1271 Views
- 0 replies
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