Answer firstA medallion architecture over SAP data is the same three layers everyone draws, with three jobs that are specific to the source. Bronze has to preserve deletes. Silver has to rebuild a business document that lives in five tables. Gold has...
SummaryThis post walks through the architecture of The Third Eye, a continuous AI health and governed ModelOps control plane built entirely on native Databricks capabilities. The core constraint: it never recomputes a metric Databricks already comput...
I ran the same 24 coding tasks through three arms: fixed Haiku, fixed Opus and Databricks-managed selection. The managed-selection arm passed all 24 tasks. Its 24 routing records also said task profiling was unavailable.That is not a contradiction. T...
In my 13 years of architecting data platforms—from Retail to Industrial Gas Power—I’ve learned one universal truth: A fast pipeline that delivers bad data is just a liability.As we move toward Declarative Pipelines (DLT), the role of the Architect sh...
If you use ChatGPT Work, Claude Cowork or Cursor Projects, much of Omnigent will look familiar.All of these products now organize work around projects, files and persistent context. They can run tasks for longer periods, connect to external tools and...
As data platforms move toward more declarative and incremental processing, one question comes up frequently when building pipelines in Databricks:Should I use a Materialized View or a Streaming Table?Both are important building blocks in Lakeflow pip...
Most informative one @Islam_hoti
Building an Explainable Semantic Intelligence Platform on the Databricks LakehouseWe are building Nexa, a semantic intelligence platform for Databricks that turns a raw Lakehouse into a continuously maintained, explainable system that can compile nat...
Look at Visuals
Subscriber attrition can be difficult to anticipate. The Subscriber Churn Prediction Solution Accelerator shows how to analyze behavioral data, identify subscribers at increased risk of cancellation, and use machine learning to estimate churn likelih...
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Databricks Training & Certifications Learn Databricks Lakeflow Unified data engineering: ingest, orchestrate, and build pipelines on one platform. Ingest Orchestrate No-code ETL Data engineering on Databricks com...
My son asked me one evening whether any asteroids were going to hit Earth. Thedata to answer him exists — NASA publishes it daily, for free — but it lives inJSON behind API keys, in units like astronomical units and X-ray flux classes,built for peopl...
Hi @sudiptob-DA,This is a fantastic use case for the Genie Agent. You’ve perfectly illustrated the most important lesson in modern AI-augmented data platforms: the quality of the natural language experience is entirely dependent on the quality of the...
Disclosure: I work at Onibex, the company that builds OneConnect, which is used as the worked example in this post. This is about the engineering approach, not a product pitch.Design of Databricks Pipelines for real-time data transformation to genera...
great explanation!
Product onboarding can be complex and time-consuming when teams work with inconsistent data formats, inaccurate information and multiple stakeholders. The Simplifying Product Onboarding With Generative AI Solution Accelerator shows how generative AI ...
I recently explored the Lakehouse Industry Data Models repository published under Databricks Industry Solutions on GitHub.The scale of the repository is impressive:• 40 industries• 80 models across ECM and MVM variants• More than 23,000 tables and da...
Thank you Amit for shraring.
Suppose a RAG application returns this:{ "response": "You can return the item within 90 days.", "citations": ["returns-policy"] }The cited document allows returns within 30 days.A citation-presence check should pass this response. A check that th...
MuleGraph Investigator From One Alert to the Hidden Network How a Databricks App turns a single flagged account into a fully-traced fraud network - with Genie doing the actual investigating, not just the talking. Find the network before the money mo...
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