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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 ...
- 28340 Views
- 18 replies
- 32 kudos
- 1483 Views
- 1 replies
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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...
- 1483 Views
- 1 replies
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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.
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- 3744 Views
- 2 replies
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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...
- 3744 Views
- 2 replies
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Same issue here... developing a langraph tool-calling agent, and for certain (but not all) questions, I get the same error.Any luck resolving?
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- 500 Views
- 1 replies
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Compute Claster Creation Failing
Everytime we try to roll out compute cluster it fails.
- 500 Views
- 1 replies
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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.
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- 827 Views
- 0 replies
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Deploying HuggingFace LLM model with MLflow task llm/v1/chat into Databricks
Hello,I am currently trying to deploy a HuggingFace LLM model to Databricks with the MLflow task llm/v1/chat in order to use it as a chat.I have tried several models like:TinyLlama/TinyLlama_v1.1 · Hugging FaceBSC-LT/salamandra-7b-instruct · Hugging ...
- 827 Views
- 0 replies
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- 2109 Views
- 0 replies
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Libraries in requirements file not installed when streamlit app is deployed
I deployed a streamlit app on Databricks cluster but the libraries in the requirments.txt file were not installed when the app is deployed. I'm getting this error when a function that uses OpenAI is called."ImportError: Could not import openai python...
- 2109 Views
- 0 replies
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- 7238 Views
- 10 replies
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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?
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- 10 replies
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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"
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- 1217 Views
- 1 replies
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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 ...
- 1217 Views
- 1 replies
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@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...
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- 1263 Views
- 3 replies
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Genie Agent integration issue
Hi, anyone from development team for Genie Agent integration? i had an issue of using sample code of Genie Agent integration. The issue is that underlying code (databricks_ai_bridge/genie.py) cannot connect to url openaipublic.blob.core.windows.net ...
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- 3 replies
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You're absolutely right. The implementation should definitely take restricted network scenarios into consideration, as many enterprise Databricks deployments operate in air-gapped or network-restricted environments.Commenting out the token counting l...
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- 3385 Views
- 2 replies
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Resolved! LLM with the largest context window
A Generative AI Engineer is tasked with developing an application that is based on an open-source large language model (LLM). They need a foundation LLM with a large context window. Which model fits this need?DBRX,Llama2-70B,DistilBert MPT-30B.DBRX h...
- 3385 Views
- 2 replies
- 2 kudos
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@royinblr11 You're absolutely right to question the answer — the correct model for an application needing a foundation LLM with a large context window is: DBRXWhy DBRX is the Best Fit:It is a foundation model, designed for generation tasks.It support...
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- 811 Views
- 3 replies
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Are serverless endpoints possible in this Technical Blog post by qianyu?
Hi, are serverless endpoints possible for Whisper and Llama in this Technical Blog post by qianyu?https://community.databricks.com/t5/technical-blog/streamline-customer-call-center-transcripts-analytics-with/ba-p/101689Thanks!
- 811 Views
- 3 replies
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https://www.databricks.com/product/pricing/foundation-model-servingWe don´t serve models on databricks, but as far as i can see you pay per input/output tokens (for foundation models).For classic models:https://www.databricks.com/product/pricing/mode...
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- 2318 Views
- 0 replies
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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...
- 2318 Views
- 0 replies
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- 3279 Views
- 1 replies
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Langchain SQLDatabase not fetching column names from table in Unity Catalog
I am building a text-to-sql agent using Langchain API.I created a SQLDatabase using: db = SQLDatabase.from_databricks(catalog="`my-catalog-name`", schema="my_schema", host="...", api_token="...", warehouse_id="12345678")When I call db.get_table_info(...
- 3279 Views
- 1 replies
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Hi there,I am facing the similar issue. Were you able to fix this?
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- 2382 Views
- 4 replies
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Resolved! MLFlow Authentication from Databricks App for GenAI Tracing
I am working on a Dash-based app that includes a call to a Databricks-hosted LLM endpoint. I am trying to track those calls with MLFlow. My code is (roughly) like this:from openai import OpenAIimport mlflowmlflow.set_tracking_uri("databricks")mlflow....
- 2382 Views
- 4 replies
- 2 kudos
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Thank you for the push in the right direction! I was able to solve the issue with this codeos.environ["DATABRICKS_CLIENT_ID"] = "" os.environ["DATABRICKS_CLIENT_SECRET"] = "" os.environ["DATABRICKS_TOKEN"] = os.environ.get("VAR_CONFIGURED_WITH_DATABR...
- 2 kudos
- 9313 Views
- 2 replies
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AI/BI Genie API
Hi everyone,I'm currently working on a project that implements a custom front end for Genie using the Genie API: https://docs.databricks.com/api/workspace/genie. So far, I’ve successfully built a working model that can send and receive messages.Howev...
- 9313 Views
- 2 replies
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Is there any possibility that workspace admin could have removed this permission to you? If you check the permissions on your side do you see yourself with at least Can View?
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- 2707 Views
- 1 replies
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Roadmap for vector_search function
I was wondering if there was a roadmap for the development of the vector_search function: vector_search function | Databricks DocumentationSpecifically, I was wondering if / when the following limitations may be lifted:Querying DIRECT_ACCESS index ty...
- 2707 Views
- 1 replies
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Hello @jAAmes_bentley, DIRECT_ACCESS & filters_json are not currently supported with vector_search sql function. These are on our roadmap, but we don’t have concrete ETAs to share at the moment as we’re focusing on other high-priority tasks. Hybrid s...
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