- 23342 Views
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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 ...
- 23342 Views
- 14 replies
- 24 kudos
- 792 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....
- 792 Views
- 4 replies
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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...
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- 5491 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...
- 5491 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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- 651 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...
- 651 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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- 853 Views
- 1 replies
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How to do NLP against PDFs in Databricks? Can be done in Snowflake very easily.
I’d love to build a quick "art of the possible" demo showing how easy it is to query unstructured PDFs using natural language. In Snowflake, I wired up a similar solution in ~2 hours just by following their tutorial guide.Does anyone know the best wa...
- 853 Views
- 1 replies
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To query unstructured PDF files using natural language in Databricks, you can leverage an approach similar to the "Retrieval Augmented Generation (RAG) and DBRX" demo. Although the specific demo you referenced (https://notebooks.databricks.com/demos/...
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- 690 Views
- 4 replies
- 3 kudos
LangChain Compatibility in Databricks – Painfully Inconsistent Experience
Hey all,Is anyone else experiencing major friction when using LangChain within Databricks?Even after carefully pinning versions like:%pip install \ loguru \ mlflow==2.10.1 \ langchain==0.1.5 \ langchain-google-vertexai \ databricks-vectorse...
- 690 Views
- 4 replies
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I'll definitely look into installing libraries at the cluster level via init scripts makes a lot of sense for stability and reproducibility. I hadn't considered that approach, so I really appreciate you highlighting that and providing the relevant Da...
- 3 kudos
- 589 Views
- 0 replies
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How to use `predict_stream` in Databricks deployed ChatAgent.
Hello,We are working on a solution to have a streaming chat agent. Our agent works fine in the Playground but when we try to call it as an api under /invocations, the streaming does not work.
- 589 Views
- 0 replies
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- 880 Views
- 1 replies
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Getting "The given endpoint does not exist" for LLM endpoint though I've access to it
When trying out this LLM RAG notebook steps I'm getting this error:"The given endpoint does not exist, please retry after checking the specified model and version deployment exists"This notebook originally referred to databricks-meta-llama-3-1-70b-in...
- 880 Views
- 1 replies
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Hey @Iris12 ,Not sure if this will fix your issue, but I’ve seen similar errors caused by permission mismatches.Make sure that the user or service principal you’re using has the correct permissions both in the Models and Serving tab.Also, double-chec...
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- 529 Views
- 2 replies
- 1 kudos
Databricks Genie new space creation using API
I am exploring an option to see if Databricks Genie can be created using API or using python script?
- 529 Views
- 2 replies
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Will keep an eye on updates as it will open doors for cross linking/sharing with other Open AI models.
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- 889 Views
- 0 replies
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Invoke Azure AI Search Endpoint through Databricks environment
Hi Team,Is there a possibility to invoke Azure AI Search Vector DB endpoint(external) in Databricks environment based on input data in Databricks table.Scenario: Client-Specific documents are already embedded in Azure AI Search Vector DB. Is there an...
- 889 Views
- 0 replies
- 0 kudos
- 11926 Views
- 5 replies
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Genie Space Embedded or access using a REST API
Hi all.I would like to embed Genie Space in my company's data intranet to be used like a "ChatGPT", would it be possible?Or use an API to make a call from Genie Space (in this case we would develop an interface on the intranet and send the questions ...
- 11926 Views
- 5 replies
- 2 kudos
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Hi all,I just came across this thread and wanted to jump in — I’m currently working on implementing a Genie Space that will be used by external customers, and we’re also looking into whether it can be accessed via API or embedded into a custom fronte...
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- 436 Views
- 1 replies
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Genie - Data Lineage
Would it be possible for Genie to bring in the Lineage Graph of table?Thanks
- 436 Views
- 1 replies
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Have you tried looking at lineage through the system tables: "system.access.table_lineage" and "system.access.column_lineage". You would need to have entitlements on these objects but you should be able to reference them in Genie. Give it a try and...
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- 819 Views
- 2 replies
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Issue with Lang Chain Agents
This is regarding Agentic framework. We are getting issues while invoking the lang chain agent and need your help to get some suggestions from your expert team to resolve this.As per our observation Agent is behaving bit weird while calling tools reg...
- 819 Views
- 2 replies
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Hi @SandipCoder, About point 2, is it working intermittently or failing all the time?
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- 917 Views
- 0 replies
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Issue with Multi agent supervisor based agentic framework
I have three agents in my multi agent framework (code attached) Supervisor : This is the main controller "Genie": #this is a genai agent "Coder": #this is a re-act agent created on the fly "Weather": #this is an exis...
- 917 Views
- 0 replies
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- 1766 Views
- 2 replies
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How to deploy an agent into model registry using MLFlow
Goal :Here below I am attaching my code snippet where I am trying to build an agent on my custom functions .Things are working well when I am running agent.invoke(“Question”).But now I want to deploy this agent into model registry using MLFlow but I ...
- 1766 Views
- 2 replies
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Had the same question when I was trying to deploy my custom llm. How we did it was wrapping it inside a custom mlflow model and registering it.
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- 6303 Views
- 1 replies
- 4 kudos
Databricks MCP Server
Hey, couldn't find a working Databricks MCP so I forked one and fixed it: https://github.com/markov-kernel/databricks-mcp This allows you to (using Cursor, Claude Code, Windsurf, Claude, etc.):* Manage Databricks Clusters: List, create, terminate, ...
- 6303 Views
- 1 replies
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very cool
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