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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 ...
- 30760 Views
- 19 replies
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This is an exciting step forward from Databricks! Looking forward to diving into the curriculum and exploring what's next in the world of data + AI! Thanks for sharing @Sujitha
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- 3134 Views
- 3 replies
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Resolved! Whether Databricks has any plans to Integrate Databricks Genie with Azure OpenAI?
Hi,I am checking to see if Databricks has any plans to Integrate Databricks Genie with Azure OpenAI? as I know Databricks Genie is designed to work with Databricks' data ecosystem itself. But is there any plans to enhance this capability where we can...
- 3134 Views
- 3 replies
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@Prashanthkumar , if you are satisfied with my response would you mind clicking on "Accept as Solution" so that others will have confidence in the answer. Thanks, Louis.
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- 508 Views
- 2 replies
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Agent Serving Not Able To Use Route Optimisation
Hey y'all !I have model that I already serve with `agents.deploy` and works fine.I wanted to try out the Route Optimisation features as it can be found in the Edit tab of a model serving by adding in the creation via the API call (https://docs.databr...
- 508 Views
- 2 replies
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@brahaman If this has solved your issue, please click the Accept as Solution button. Thanks!
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- 397 Views
- 1 replies
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Cannot create databricks app using knowledge assistant
Hello, I built a knowledge assistant and I want to create a databricks app with it. I am using the streamlit chatbot template. I get an error "endpoint not supported". I can successfully create other databricks apps using models like claude sonnet. I...
- 397 Views
- 1 replies
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Hi @mmoise - It is not yet possible to create a DB app using an agent created from Agent Bricks KA. It will be added soon in the future. You can create a custom app, though. You can refer to the DB apps cookbook and use FastAPI as backend and React a...
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- 487 Views
- 4 replies
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Agent Bricks import table error
"I encountered an error when I tried to import a table to improve the quality of the Agent Bricks Knowledge Assistant. The error message is: 'Unrecognized token 'The': was expecting ('true', 'false' or 'null') at [Source: The provided text discusses ...
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- 4 replies
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Hello @Khaja_Zaffer Here is the actual data I tried to import:INSERT INTO table_name VALUES ( 'eval-001', 'Translate this text to Japanese.', array('Be natural.', 'Keep the original nuance.'), array('true', 'false'), '{"model_version": "Kno...
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- 612 Views
- 3 replies
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Resolved! Facing pydantic errors at runtime in MLFlow ChatAgent
Code works fine locally but deployment in serving endpoint gives me below error at runtime:{"error_code": "BAD_REQUEST", "message": "Encountered an unexpected error while evaluating the model. Verify that the input is compatible with the model for in...
- 612 Views
- 3 replies
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Hi @Rajat-TVSM ,Below someone had the exact same issue. The solution is to use newer version of mlflow >= 3.2The problem is caused because there's been an update in pydantic. They changed a lot of things in pydantic v2. So not all APIs are compatibil...
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- 809 Views
- 5 replies
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Resolved! Select LLM in Agentbricks - Knowledge Assistant
Hello,I am preparing a demo using for Multi Agent Supervisor Agent using knowledge assistant and Genie. Throughout the demo creation I have the following doubts:1) In the Knowledge assistant can we select another LLM model. Also, by default which LLM...
- 809 Views
- 5 replies
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A bit more information: In Agent Bricks, Databricks “automatically try various AI models, fine‑tune them using your data, optimize, and evaluate” to pick the best system for your use case — model selection is managed by the backend rather than the KA...
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- 553 Views
- 2 replies
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Resolved! Where is the vector table created by the Knowledge Assistant located?
In Agent Bricks' Knowledge Assistant, you can create a chatbot using files on Unity Catalog. I suspect that a vector table is being created from these files. If so, where would this vector table be located? It doesn't seem to be present in my own Uni...
- 553 Views
- 2 replies
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Hi @szymon_dybczak ,Thank you for your reply. I assume it's located on the Databricks serverless side.
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- 640 Views
- 3 replies
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Agent Bricks Information Extraction
I am facing some problem in Information extraction using PDF. I have done all the necessary steps. 1) I loaded the data in Volume.2) I ran the Use PDF's functionality to create a structure table of the PDFs3) I now have the table with the column name...
- 640 Views
- 3 replies
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Thank You @NandiniN for responding. For now, I have changed the type of "raw_parsed" to string and created a vector index after that.But can you help me with one more thing. I am creating a Multi-Agent-Supervisor, can you explain me the need of OBO U...
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- 795 Views
- 2 replies
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Resolved! Using Genie Conversational API with External Users and Data-Level Security
We are planning to implement a chat interface in our portal application using the Genie Conversational API, where clients, partners, and internal users can ask questions in natural language and receive answers based on our data.I have the following q...
- 795 Views
- 2 replies
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Hello @JohnnyA I'll try to explain ideas and hope something works for you because I don't have the whole context.1) Authentication & authorization for external usersRecommended (best practice):Federated identity + OBO. Your portal authenticates with ...
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- 1544 Views
- 2 replies
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Resolved! Clarification on Databricks Claude 3.7 Sonnet native serving endpoint data processing location.
Hello, I am trying to clarify if Databricks Claude 3.7 Native serving endpoint is safe for use in our enterprise or if it needs to be disabled.I am trying to understand if the data sent to this endpoint is kept within our geo region (UKSouth/Europe)....
- 1544 Views
- 2 replies
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Hi @ChrisLawford_n1 The Databricks Claude 3.7 for UKsouth, as you can see in the documentation, can only be used if it is supported based on GPU availability and requires cross-geo routing to be enabled, so cross-geo processing that allows data for ...
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- 5923 Views
- 1 replies
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Resolved! API GENIE
Hi community!Yesterday I tried extract history chat from my genie spaces but I can't export chats from other users, I have the next error:{'error_code': 'PERMISSION_DENIED', 'message': 'User XXXXXXXX does not own conversation XXXXXXXX', 'details': [{...
- 5923 Views
- 1 replies
- 1 kudos
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Based on current documentation and available resources, exporting chat histories from Genie Spaces is restricted by ownership rules: only the user who owns the conversation can export that specific chat history, regardless of admin permissions or wor...
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- 1091 Views
- 7 replies
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Resolved! ai_query not affected by AI gateway's rate limits?
Hey, We've been testing the ai_query (Azure Databricks here) on preconfigured model serving endpoints likedatabricks-meta-llama-3-3-70b-instruct and the initial results look nice. I'm trying to limit the number of requests that could be sent to those...
- 1091 Views
- 7 replies
- 10 kudos
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Hey, @BS_THE_ANALYST, before writing that post, I went exactly through the docs you've posted. I wasn't able to find a specific confirmation (or denial) that this function will be affected by the rate limits, which led me to believe that it's worth a...
- 10 kudos
- 1124 Views
- 2 replies
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Finally fix Claude Opus
It's been almost 3 months since the announcement of First-party Anthropic Claude Opus 4 on Databricks Mosaic AI Model Serving, but the model is still unavailable.It's listed in the pricing and documentation, but on the Serving endpoints page, it's be...
- 1124 Views
- 2 replies
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Hi @qlmahga2 , it appears that Claude Sonnet 4 and Claude Sonnet 4.5 are both currently available. I'm not sure what it looked like when you asked this question, as I didn't check at that time. However, it looks like they should be available now. Can...
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- 2505 Views
- 8 replies
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Resolved! Can I get notebooks used in a e-learning video?
I'm currently watching the videos in the "Generative AI Engineering Pathway."In the "Demo" chapters, it appears that the instructor is explaining based on pre-prepared notebooks (for example, a notebook named "2.1 - Preparing Data for RAG"). Would it...
- 2505 Views
- 8 replies
- 8 kudos
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Hello @Advika !Could you provide details about "the lab materials"?Are they just notebooks, or do they include other materials like raw data files to be processed, environment variables (like "DA"), scripts, etc.?I'm very new to Databricks, so it wou...
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- 770 Views
- 4 replies
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AI Agents - calling custom code and databricks jobs
Hi EveryoneI am building AI Agents; my requirement is to call custom tool logic (which was not possible using a unity catalog function) and databricks jobs. I could not find much of documentation on these scenarios. If someone could share any referen...
- 770 Views
- 4 replies
- 2 kudos
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Hi @GiriSreerangam , can you share what you are trying to do with the custom tool? You might be able to implement with a custom MCP server. Here are some other resources that may help: https://github.com/JustTryAI/databricks-mcp-serverhttps://github...
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