- 932 Views
- 5 replies
- 4 kudos
Is the Semantic Layer the Real Challenge With Databricks Genie?
I've been thinking about this while looking at different Genie use cases.It seems like the hardest part of implementing Genie isn't getting users to ask questions in natural language. It's making sure Genie understands what those questions actually m...
- 932 Views
- 5 replies
- 4 kudos
- 4 kudos
wrote:I've been thinking about this while looking at different Genie use cases.It seems like the hardest part of implementing Genie isn't getting users to ask questions in natural language. It's making sure Genie understands what those questions act...
- 4 kudos
- 927 Views
- 4 replies
- 4 kudos
How Can I Become a Databricks Partner Champion Through Technical Expertise?
Hello Databricks Community,I am actively building my technical expertise in the Databricks ecosystem and would like guidance on the roadmap to becoming a Databricks Partner Champion, with a strong focus on technical skills and hands-on implementation...
- 927 Views
- 4 replies
- 4 kudos
- 4 kudos
@ChiranjeeviKudu wrote:Hello Databricks Community,I am actively building my technical expertise in the Databricks ecosystem and would like guidance on the roadmap to becoming a Databricks Partner Champion, with a strong focus on technical skills and ...
- 4 kudos
- 206 Views
- 0 replies
- 0 kudos
Why External Secrets in Unity Catalog Matter
Modern data and AI workloads rarely operate in isolation. Pipelines connect to operational databases. Notebooks call third-party APIs. Agents invoke external tools. Applications use tokens, passwords, certificates, and API keys to reach the systems a...
- 206 Views
- 0 replies
- 0 kudos
- 821 Views
- 0 replies
- 0 kudos
Delta Executor: Things to Check Before Using a Roblox Tool
Delta Executor: Things to Check Before Using a Roblox ToolWhen looking into third-party Roblox tools, I think it’s better to understand what you’re dealing with before installing anything. Version changes, device compatibility, source reliability, an...
- 821 Views
- 0 replies
- 0 kudos
- 240 Views
- 1 replies
- 2 kudos
Issue Regarding Missing Badge on Profile: DAIS24 Attendee
Dear Databricks Community Team,I am writing to request assistance regarding a badge display issue on my profile.I received an email notification confirming that I earned the DAIS24 Attendee badge for the Data & AI Summit 2024. However, when I check m...
- 240 Views
- 1 replies
- 2 kudos
- 2 kudos
I found an old post saying that it was a mistake and that some people received this email about receiving the badge. There will probably be a solution.Solved: DAIS24 Attendee Badge - Oops - Databricks Community - 71910
- 2 kudos
- 312 Views
- 0 replies
- 1 kudos
Databricks AppQuest - Dev kit !
I pointed Claude Code at the repository to analyze the directory structure. It identified the YAML configuration file as the key starting point, since it lacked the connection details for the database, branches, and other environment-specific setting...
- 312 Views
- 0 replies
- 1 kudos
- 190 Views
- 0 replies
- 0 kudos
Exploring the Databricks Application Development Ecosystem
I've been exploring the Databricks ecosystem and recently started looking more closely at Databricks Apps and Lakebase.What I find interesting is how Databricks is moving beyond data processing and analytics into application development.Lakebase prov...
- 190 Views
- 0 replies
- 0 kudos
- 463 Views
- 3 replies
- 3 kudos
LLM API Returning Inconsistent Responses When Using RAG
Hi Everyone,I am Soumitra Dutta,I have an issue with LLM API and Retrieval-Augmented Generation (RAG). Sometimes the same query returns different answers even if the retrieved documents and the prompt are the same.The retrieval results are useful, bu...
- 463 Views
- 3 replies
- 3 kudos
- 3 kudos
Hi Soumitra,Yes, this is a common issue with RAG systems. Even with the same context and prompt, LLMs can sometimes generate different responses.A few things I would check:Keep temperature low (0–0.2) for more consistent results.Make the prompt clear...
- 3 kudos
- 257 Views
- 1 replies
- 0 kudos
Tech Companies & Lakeflow Connect
Hello fellow techies,For the past few days I have been doing some R&D wrt Lakeflow connect. I came to the understanding that, Lakeflow Ingestion Pipeline and SQL server connection have a 1:1 mapping. This would mean that as number of servers scales n...
- 257 Views
- 1 replies
- 0 kudos
- 0 kudos
Most modern enterprise data platforms favor managed ingestion (Lakeflow Connect) for standard relational databases like SQL Server. The operational complexity of monitoring 50 managed pipelines is significantly lower than maintaining custom CDC code,...
- 0 kudos
- 821 Views
- 8 replies
- 0 kudos
Databricks Data Ingestion
Hi all,I am currently exploring the data ingestion feature offered by databricks, specifically connecting to a SQL server. I have gone through the UI and configured an ingestion pipeline that connects to one specific server and can read tables into d...
- 821 Views
- 8 replies
- 0 kudos
- 0 kudos
I completely understand your concern, and I think this is a valid question.If one ingestion pipeline is permanently associated with one ingestion gateway, then from an operational perspective, 20–30 source connections could indeed result in 20–30 ing...
- 0 kudos
- 251 Views
- 0 replies
- 0 kudos
Databricks Implementation / BI Modernization Opportunities
Hello everyone,I’m a Toronto-based BI & Analytics professional with 12 years of experience across enterprise analytics and financial services. I recently completed the Databricks Certified Data Engineer Associate certification.My experience includes ...
- 251 Views
- 0 replies
- 0 kudos
- 12459 Views
- 14 replies
- 36 kudos
Are you part of a Databricks user group in your city/region?
Joining a regional user group is a great way to connect with data and AI professionals near you. These groups bring together practitioners to learn, network, and share real-world experiences — all within your local context. To join a group: Select y...
- 12459 Views
- 14 replies
- 36 kudos
- 36 kudos
Hey @Rishabh_Tiwari, hope you're doing amazing!I'm interested in starting a Databricks User Group in Vadoara. I've checked the new User Group platform at usergroups.databricks.com and I don't see an existing chapter for our city.Could you point me to...
- 36 kudos
- 170 Views
- 0 replies
- 0 kudos
Como funciona la facturación y pago en Databricks?
Hola comunidad,Tengo una duda sobre cómo funciona la facturación en cuentas Pay-As-You-Go y quería saber si a alguien más le ha pasado algo similar.En mi panel de "Usage" veo un consumo acumulado de varios cientos de dólares durante el último año (pr...
- 170 Views
- 0 replies
- 0 kudos
- 484 Views
- 1 replies
- 0 kudos
Resolved! Como aprender correctamente en el entorno de DataBricks y aprovecharlo al 100%
Hola a todos, soy ingeneriero en sistemas y deseo aprender a utilizar esta grandiosa herramienta para poder sacarle el mejor provecho posible.
- 484 Views
- 1 replies
- 0 kudos
- 0 kudos
Welcome to the Databricks Community, @maycol25! If you’re just getting started with Databricks, a great place to begin is Databricks Customer Academy, where you can explore courses based on the area you’re interested in, such as Data Engineering, Gen...
- 0 kudos
- 443 Views
- 0 replies
- 0 kudos
From Semantic Similarity to Business Authority: Why Genie Ontology and OntoRank Matter
Enterprise AI does not usually fail because the model lacks intelligence.It fails because the model does not understand what the organization means.Consider a simple question:“What is our current exposure to active customer?”Behind this question are ...
- 443 Views
- 0 replies
- 0 kudos
