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Hey everyone, Today I passed my Data Analyst Associate exam! 拾I'd like to say thanks to the Databricks community. The questions that people ask and interactions I've been a part of have been invaluable. Starting tomorrow, I'll be moving onto my data ...
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Retrieval (RAG) ï§ Knowledge Assistants Vector Search
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Manufacturers collect large volumes of sensor and equipment data, but measuring equipment productivity at the required latency and scale can be difficult with traditional systems. The Overall Equipment Effectiveness (OEE) Solution Accelerator demonst...
Set up required : Key vaultgo to settings: Access Configuration, check Azure Role Based Access control under permission modelgo to Network: Allow trusted azure services to send requestCreate Access connector for Databricks from portalgo to IAM in KV ...
Infra keeps getting faster, but the fix for a slow notebook is usually a config line, not a bigger cluster.One Spark Config, 32 Minutes Saved: Replacing MERGE with Dynamic Partition OverwriteBy @Phani_sannala , co-authored with @sridharplv Our gold n...
The zombie row bug is the real argument here reframing this from "MERGE is slow" to "MERGE is silently wrong for full-slice delivery" is what makes it land. Only thing I'd stress: dynamic partition overwrite is exactly as safe as your completeness ch...
One interesting way to look at CDF on Materialized Views is the difference between source-level change and business-level change.CDC might tell us that five banking transactions changed. But after those transactions pass through our transformations,...
Good point, @AmitDECopilot that gap between "row changed" and "value actually changed enough to matter" is where most CDC setups trip up. We hit the same thing on a Gold-layer project: CDF told us data moved, but teams really wanted to know "did the...
I have been exploring the architecture behind Agent Bricks Knowledge Assistant, particularly the relationship between Instructed Retriever and the newer Instructed-Retriever-1 model.One practical question helped me understand the difference:“The prod...
R&D teams work with many forms of life sciences data, making it important to organize that data and uncover connections across it. The R&D Optimization With Knowledge Graphs Solution Accelerator shows how knowledge graphs combine the semantics, scala...
Scheduling a Genie Agent to run the morning ops report before anyone logs inMost automation makes a report run faster. We wanted ours to run when nobody was around to start it — already sitting in Slack when the team opened their laptops.For eighteen...
I've been sitting on this one for a few weeks because I wanted to actually use the feature before writing about it, not just paraphrase the release notes. So this isn't a "here's the announcement" post. It's more of a "here's what I learned after tur...
If you have been brought up in the Microsoft stack, post MDX, you have most likely been taught the Kimball way of modelling your data: A Star SchemaIf you are coming from the Power BI world, you have most likely come across the term Semantic Models, ...
Thanks you for the summary @KrisJohannesen. It's great to know what is possible, but it all still feels like a workaround. I really hope that Chao Cai's response means that we will real have multi-fact support in metric views.
This is part 3 of 3 in a series where I take you through working with Metric Views.Part 1: Introduction to Metric ViewsPart 2: Metric Views and the Databricks platform (AI/BI Dashboards, Genie, etc.)Part 3: Metric Views with Power BI and Tabular Edit...
Finally someone touching this important topic - I see great interest in migrating semantic layer from power bi to databricks, but lack of true multi-fact support is a major blocker in my opinion and therefore I'm cooling down the enthusiasm ;-). @Kri...
Databricks Academy offers the free SQL Programming and Procedural Logic course to help data warehousing practitioners build more modular and maintainable SQL workflows on the Databricks Data Intelligence Platform. It covers reusable SQL constructs, p...
Sharing my new dashboard for tracking Genie usage and costs, any suggestions for improvements and features are welcome.The current version displays and aggregates Genie LLM costs, free & billable DBU consumptions, and code interactions per user on a ...
New functionality was added to the dashboard to account for the Genie Agents and Genie One promotion:Filters available across all pages:Workspace ID: Scope to one or more workspace(s)Date Range: Restrict the time window for daily and monthly chartsGe...