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Forum Posts

AmitDECopilot
by Contributor
  • 125 Views
  • 1 replies
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I Stopped Sending Every Data Engineering Task to an LLM - A Cost Aware Routing Pattern on Databricks

AI is becoming part of almost every data engineering workflow.We are asking AI to generate SQL, PySpark pipelines, data-quality rules, unit tests, technical specifications and even complete project structures. The results can be impressive, but there...

  • 125 Views
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Latest Reply
suryaprayaga
Contributor
  • 0 kudos

Yes that's true. There are hundreds (if not 100s) of tasks that can be done without depending on the agents. Databricks indeed has DQX for governance and data quality. Instead of relying on smaller activities (especially when they are repeating in na...

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sagarpgowda7777
by New Contributor II
  • 104 Views
  • 0 replies
  • 1 kudos

Building Custom Agents on Databricks:LangGraph, Atlan-Grounded Routing, and Per-Run Cost with MLflow

The problem: rethinking routing in multi-agent systems on DatabricksDatabricks native supervisor agent pattern is a solid default for orchestrating multiple Genie spaces and tools  but it comes with a routing constraint worth examining. The superviso...

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  • 104 Views
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MouR
by Databricks Partner
  • 90 Views
  • 0 replies
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Evaluating Unity AI Gateway for Enterprise Cost Control

A rising AI bill can have several explanations. More work is being completed. Documents are getting longer. Failed requests are being repeated. Or a model chosen during a proof of concept has become the default for every task.Each explanation calls f...

  • 90 Views
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niteshm
by Contributor
  • 542 Views
  • 5 replies
  • 3 kudos

Resolved! MuleGraph Investigator: Uncovering Money Mule Networks with Databricks Genie

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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Community Articles
Genie
Genie-Powered App Challenge-2026
  • 542 Views
  • 5 replies
  • 3 kudos
Latest Reply
Pat
Esteemed Contributor
  • 3 kudos

This looks like a really interesting use case. Great work @niteshm , it’s clear you learned a lot while building it!.

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saketsuman
by Databricks Partner
  • 283 Views
  • 1 replies
  • 6 kudos

Building a Databricks Solutions Architect Genie Agent

IntroductionMost architecture work starts with a request and a blank canvas. That is fine for early brainstorming, but it becomes risky when a proposed design ignores existing data products, ownership boundaries, workload constraints, cost signals, o...

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  • 283 Views
  • 1 replies
  • 6 kudos
Latest Reply
saketsuman
Databricks Partner
  • 6 kudos

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saketsuman
by Databricks Partner
  • 129 Views
  • 1 replies
  • 2 kudos

Research It!

When Fresh Research Becomes Enterprise IntelligenceMost research systems can collect papers. The useful ones can explain what a paper actually claims, what evidence supports it, and where the evidence stops. That is the job of this Research Discovery...

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  • 129 Views
  • 1 replies
  • 2 kudos
Latest Reply
saketsuman
Databricks Partner
  • 2 kudos

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yashhvyass
by New Contributor II
  • 113 Views
  • 1 replies
  • 1 kudos

Crick Genie XI

Crick Genie XI Track: Creative Thinking Project story Crick Genie XI started with a simple idea: what if a Crick scout could explore IPL history as naturally as they would talk to another analyst? The first version of the app was much more structured...

  • 113 Views
  • 1 replies
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Latest Reply
yashhvyass
New Contributor II
  • 1 kudos

Crick here is Cricket_. I was not allowed to write Cricket_ because of community guidelines so I changed it to Crick

  • 1 kudos
ravikr1
by Databricks Partner
  • 329 Views
  • 1 replies
  • 4 kudos

A Conversational Trade Promotion Optimization App with Genie at the Core

1. The problem and the opportunityRetailers run hundreds of trade promotions every month across many stores and SKUs. Discounts, buy one get one offers, and bundle deals are expensive levers, and most teams still evaluate them in silos. A category ma...

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  • 329 Views
  • 1 replies
  • 4 kudos
Latest Reply
snehamore811
Databricks Partner
  • 4 kudos

Intersting!

  • 4 kudos
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