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Databricks Announces the Industry’s First Generative AI Engineer Learning Pathway and Certification
Today, we are announcing the industry's first Generative AI Engineer learning pathway and certification to help ensure that data and AI practitioners have the resources to be successful with generative AI. At Databricks, we recognize that generative ...
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- 1488 Views
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Resolved! Generative AI Engineering Pathway Demo Lab code
Hello, I am unable to find Lab code demo by Intructors during the GenAI Engineering Pathway. I have partner acadamy access and please let me know where I can find Demo Lab code for this pathway. Thanks for your reply or suggestion in advance.Thanks, ...
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Hello @Ashwin_DSA , Thanks for your prompt reply. I will check with my Acadamy about Lab code and will let you know their reply. Thanks once again.Thanks, @nvkuriseti
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- 2401 Views
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Databricks app calling Genie API has empty data array
I have a Databricks app that makes calls to Genie API, it successfully returns a response containing the text response and the generated SQL query. However, the actual result of the SQL query is missing, in the result object, there is the metadata fo...
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Hi @lewissolarin,The behavior you are seeing, where data_array is None and external_links is empty, is expected at a certain stage of the Genie API workflow. The Genie API uses the EXTERNAL_LINKS disposition for returning query results, which means d...
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- 1799 Views
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Knowledge Assistant is disabled
These features are disabled i have completed all the prerequisites for this.I have the admin rights and have enabled all the required preview both at the account and the workspace level.also I have set serverless budget quota for the workspace as wel...
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Hi @rawalsparsh99, Knowledge Assistant is part of the Agent Bricks feature set, and there are a few specific requirements that all need to be in place simultaneously for the feature tiles to become active. Since you mentioned you have admin rights, p...
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- 3446 Views
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Resolved! Model Serving Endpoints Scaling From Zero Forever
Hello,When deploying agents via a Serving Endpoint with "Scale To Zero" enabled, we are encountering that at seemingly random times, when we hit the endpoint to wake it up, it will begin to "Scale From Zero", but will never become fully available. Th...
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Hi @jAAmes_bentley, There are multiple possible root causes, so let me walk through them so you can diagnose which applies to your situation. WHAT HAPPENS DURING SCALE-FROM-ZERO When an endpoint scales from zero, Databricks must: 1. Acquire comp...
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- 1561 Views
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Failed to fetch tables for the space when using Genie MCP via Model Serving
Hello everyone,I'm experiencing a specific permissions issue when using an AI agent that queries a Genie space via MCP (Model Context Protocol) within a Model Serving endpoint.I developed an AI agent to query a Genie space to retrieve retail sales da...
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Hi @ilaria, When you call a Genie space via MCP from a Model Serving endpoint, the queries against the table you have mentioned (fashion_retail.ppl_schema.silver_transactions) don’t run as you (the workspace user who owns the catalog/schema/space), b...
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- 1980 Views
- 1 replies
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Resolved! Voice Interface for Genie via Azure AI Foundry – 400 Bad Request with Cross-Subscription Setup
Hi everyone,I'm building a voice-enabled solution on Azure AI Foundry that allows users to interact with Genie using speech instead of text. The architecture involves exposing a Genie Space as a tool within Foundry, which works perfectly in my own en...
- 1980 Views
- 1 replies
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I found the issues.the resources were deployed into different tenant and subscriptions. Seems now it's possible only to autentificate with PAT and not with other auth. So for now I can use only my account and not a Service Principal
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- 5627 Views
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Resolved! Modelling Genie AI/BI costs
I'm trying to model the full TCO of using Genie. We're thinking it would be 1,000 people using Genie, with 20 sessions per month (240 per year).From our understanding, Genie's costs are basically the DBUs that are consumed by running the SQL queries....
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Total Cost ≈ (Avg queries per session × Avg query runtime × DBUs/sec × DBU price) + (Idle DBUs if non-serverless) + (Cloud infra, if applicable)
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- 2506 Views
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Databricks REST api to manage and deploy Genie spaces programmatically
Hello,I am looking to find documentation for databricks REST api for creating and deploying genie spaces with necessary configuration. Could you please guide me to the documentation for the same.Regards,Sristi Raj
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Hi all. Justo to follow up this conversation. In these days I developed a simple notebook to deploy my genie space. This notebook is into a Job deployed with asset bundle. After the deployment into the target (dev/prod) the CI/CD run this pipeline to...
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- 999 Views
- 1 replies
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Databricks App cannot authenticate to another Databricks App MCP server (OAuth consent redirect)
Hi Team,I am building an MCP client as a Databricks App that connects to an MCP server hosted on another Databricks App. The client works locally but fails when deployed due to OAuth consent redirect.Question: What is the recommended authentication a...
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TLDR: For Databricks App-to-App communication, you should use the client app's automatically provisioned Service Principal rather than On-Behalf-Of (OBO) user authentication to avoid interactive OAuth consent redirects.Why Your Local Approach Fails i...
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- 1540 Views
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Resolved! ai_parse_document time out setting
We are using ai_parse_document on ~4k pdf files. We noticed the load is taking quite a bit of time and when we looked into our intermediate table, we are seeing several errors like this:[ { "error_message":"pdf rendering timed out after 1800 s...
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Greetings @TX-Aggie-00 , Thanks for the detailed description and for including the exact error message — that helps. The “pdf rendering timed out after 1800 seconds” message reflects an internal hard timeout during the document rendering step. The 1...
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- 925 Views
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Endpoint not found
Azure Databricks workspace in East US 2.Genie works in UI but Conversation API returns ENDPOINT_NOT_FOUND.How can I enable Genie Conversation API?
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Hi @alessandrochamp, Can you double-check that the Genie API preview is enabled in your workspace? It is a Public Preview feature, and your error suggests that the preview might not be enabled.
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- 1755 Views
- 1 replies
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Resolved! Genie spaces - instructions
Hi all,I'm experimenting with Databricks Genie, I have a setup where Genie is based on a Metrics View. In the Metrics View, we have multiple sales related measures and different kinds of revenue measures. Is anyone aware, if there is an option to add...
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Hello! Yes, this is possible! You can add this to the Instructions Section of your Genie Space. Here's an example: When users ask about "revenue" without specifying which type, always ask for clarification about which revenue measure they want: Total...
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- 1440 Views
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Resolved! How do I get started with Databricks as a complete beginner?
How can a beginner start learning and using Databricks step by step?
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You can use Databricks free edition to test Databricks and practice, even though the path will also depend in your goals as a professional. You can choose one or multiple of the following paths as guidance: Platform, Data Engineering, Traditional ML...
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- 2204 Views
- 3 replies
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Resolved! AI Model to Generate Python Utilities
Hi team,I'm working on Databricks and need to choose a model from Foundation Model APIs / AI Playground to generate Python utilities for my infra team. For notebook Assistant (Ctrl+I in cells), which model would you recommend for reliable Python code...
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Hi, They are effectively the same assistant under the hood, it's more the context of where it's working from that's important. So the cell based one will assume you're asking about the specific cell you're in and because it's only a small prompt win...
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- 1330 Views
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Resolved! Harman Singh Deep Kandhari - Gym Owner Aspiring to Learn AI and Generative AI
Hi Everyone,My name is Harman Singh Deep Kandhari, a gym owner eager to learn Artificial Intelligence and Generative AI to enhance fitness services, automate operations, and create smarter, technology-driven workout experiences. Any suggestion from y...
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Thanks Anshu_Roy for your valuable reply. It would be helpful for me. Thanks!!Harmandeep Singh Kandhari
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