- 31398 Views
- 19 replies
- 38 kudos
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 ...
- 31398 Views
- 19 replies
- 38 kudos
- 38 kudos
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
- 38 kudos
- 4556 Views
- 6 replies
- 1 kudos
Claude Opus not available in Databricks?
https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-modelsOpus is listed here as available model, but I only see Sonnet 4 in Databricks?
- 4556 Views
- 6 replies
- 1 kudos
- 1 kudos
Hi @kingn718 , Can you check to see if your workspace is in a supported region? Right now, Opus is only availble in us-east-1, us-east-2 and us-west-2 per https://docs.databricks.com/aws/en/machine-learning/model-serving/foundation-model-overview. If...
- 1 kudos
- 3909 Views
- 1 replies
- 0 kudos
Multi-Vector Embedding Support
Does Databricks Vector Search support Multi-Vector Embedding?
- 3909 Views
- 1 replies
- 0 kudos
- 0 kudos
I believe we can only have one embedding source column mapped to one embedding column.
- 0 kudos
- 1106 Views
- 2 replies
- 0 kudos
Error when querying RAG serving endpoint
I built a RAG by cloning the databricks example (create a vector search index of databricks documentation and then a RAG).When I try and call the RAG via the serving endpoint from a notebook, I get the following error:dictionary update sequence eleme...
- 1106 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @mark_goodwin , I believe this has to do with the formatting of the messages. In the serving UI, the formatting is abstracted out for you, but you may need to format it as a list of dictionaries for the invoke() call, such as: messages = [ {"r...
- 0 kudos
- 2433 Views
- 4 replies
- 1 kudos
How to enable word_timestamps=True when querying a Whisper model deployed in Databricks?
I’ve deployed OpenAI’s Whisper model as a serving endpoint in Databricks and I’m trying to transcribe an audio file.import whisper model = whisper.load_model("small") transcript = model.transcribe( word_timestamps=True, audio="path/to/audio...
- 2433 Views
- 4 replies
- 1 kudos
- 1 kudos
Hi @JoaoPigozzo To enable word_timestamps=True when querying your Whisper model deployed as a serving endpoint in Databricks,you must modify the serving endpoint’s inference logic to accept and process this parameter.1. Update your model serving func...
- 1 kudos
- 1028 Views
- 1 replies
- 0 kudos
Resolved! AI for educators certificate
Recently I completed the Google generative A.I course for educators. At the start it was mentioned that I will receive a certificate but I didn't got any.. Please help me to get the certificate.
- 1028 Views
- 1 replies
- 0 kudos
- 0 kudos
Hello @Nur07! Congratulations on completing the course! Since the course isn’t affiliated with Databricks, I recommend contacting the platform or provider where you enrolled for assistance with the certificate. Let us know if you need help with Datab...
- 0 kudos
- 1689 Views
- 2 replies
- 1 kudos
Resolved! Compound keys on Genie
Is it just me or Genie´s generated SQL code failes to use composite keys -of the underlying related tables- as its default behavoir, regardless of the model having relationships declared explicitly.Sometimes I have fixed this scenario by using an ins...
- 1689 Views
- 2 replies
- 1 kudos
- 1 kudos
Hi @JYvesLimantour Genie struggles with composite keys by design. A few things that might help:Clearly define your primary and foreign key relationships in Unity Catalog.Add example SQL queries that include composite joins to give Genie better contex...
- 1 kudos
- 1505 Views
- 1 replies
- 1 kudos
Question about response time by Llama 3.3 70B
Hey everyone !So I'm new into Databricks and I'm learning about the possibilities offered by Mosaic AI Foundation Model Serving. I'm mostly following the Azure's documentation to learn about it.In my testing, I've created 4 unity catalog functions vi...
- 1505 Views
- 1 replies
- 1 kudos
- 1 kudos
Llama 3.3 normally offers faster inference speeds compared to earlier versions. It provides approximately 40% faster responses and reduced batch processing time However, the usual performance for Mosaic AI Model Serving are also influenced by configu...
- 1 kudos
- 7043 Views
- 10 replies
- 7 kudos
Resolved! Insufficient Permission Error When Serving RAG Model with Multiple Vector Search Indexes
Hi Community,I’m currently working on a Retrieval-Augmented Generation (RAG) use case in Databricks. I’ve successfully implemented and served a model that uses a single Vector Search index, and everything works as expected.However, when I try to serv...
- 7043 Views
- 10 replies
- 7 kudos
- 2443 Views
- 3 replies
- 0 kudos
Vector Index format.
On of the key benefits of a delta table format is that it's open. Is this also the case for vector indexes as well? If so where could I find it's specification?In Databricks today, we see that we can create and manage a vector index using API's. (ht...
- 2443 Views
- 3 replies
- 0 kudos
- 0 kudos
HI Team, I am trying to update an existing vector search index with new data which is in another delta table. But i have no luck figuring out how to do it using Python SDK. Can you please hekp point to the right resources?
- 0 kudos
- 4960 Views
- 1 replies
- 0 kudos
Is It Possible to use genie as tool in agents?
Hello, community,I am currently exploring the agentic workflow surrounding Genie and would like to know if there are ways to effectively integrate or incorporate Genie as a tool within my existing agentic workflow. I am open to utilizing frameworks s...
- 4960 Views
- 1 replies
- 0 kudos
- 0 kudos
You may find this useful for your use case - https://gist.github.com/prithvikannan/82e789730c2fceec11932816bda50e59
- 0 kudos
- 2107 Views
- 1 replies
- 1 kudos
Resolved! AI/BI Genie Space - 20 QPM
Hi Databricks Community,I'm working with Genie Spaces and came across the documented limit of 20 questions per minute per workspace. Could someone please confirm whether this is a soft limit, and if it can be relaxed or increased upon request through...
- 2107 Views
- 1 replies
- 1 kudos
- 1 kudos
Hello @Rumesh! The 20 questions per minute per workspace limit is fixed. To double-check for enterprise or production use cases, I recommend contacting your Account Executive or Databricks Support to confirm or explore possible options.
- 1 kudos
- 4402 Views
- 2 replies
- 1 kudos
Databricks Serving Endpoint 400 Error: Model Response Format Issue while langgraph tool calling
Dear Databricks Community,I am seeking assistance with an issue I've encountered while deploying a model on Databricks. When invoking the serving endpoint, I receive the following error message sometimes:400 Client Error: Error: Model response did no...
- 4402 Views
- 2 replies
- 1 kudos
- 1 kudos
Same issue here... developing a langraph tool-calling agent, and for certain (but not all) questions, I get the same error.Any luck resolving?
- 1 kudos
- 642 Views
- 1 replies
- 0 kudos
Compute Claster Creation Failing
Everytime we try to roll out compute cluster it fails.
- 642 Views
- 1 replies
- 0 kudos
- 0 kudos
Hey @SomLTIM , Can you provide any additional information here to help troubleshoot? It would be helpful to know the region, cloud, error message, and any configurations you can provide on the cluster.
- 0 kudos
- 8397 Views
- 10 replies
- 0 kudos
Gen AI course material
Databricks updated the Generative AI course https://partner-academy.databricks.com/learn/lp/315/generative-ai-engineering-pathway but the course material is missing in the partner academy. Does anybody know where to download the course material?
- 8397 Views
- 10 replies
- 0 kudos
- 0 kudos
This course is available in the Academy. The link may be different if you are in Customer, Partner, or general Academy. You should be able to find it by searching the course catalog for "Databricks Generative AI Fundamentals Learning Plan"
- 0 kudos
- 1832 Views
- 1 replies
- 0 kudos
Unable to read message from Genie Conversation API
Hi Team,I am facing issue in getting the message details from the genie conversation API. I have created the conversation, which returns the message ID and conversation ID. But I am unable to see the message. I am getting error, when hitting the Get ...
- 1832 Views
- 1 replies
- 0 kudos
- 0 kudos
@RitikaKulshrest I can see what's happening with your Genie conversation API issue. The problem is not with your API call but with the Genie service's attempt to execute your query.The response indicates that your message was received but failed to p...
- 0 kudos
