- 29935 Views
- 18 replies
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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 ...
- 29935 Views
- 18 replies
- 33 kudos
- 2034 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...
- 2034 Views
- 4 replies
- 3 kudos
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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
- 3433 Views
- 1 replies
- 0 kudos
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...
- 3433 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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- 3954 Views
- 0 replies
- 0 kudos
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...
- 3954 Views
- 0 replies
- 0 kudos
- 14264 Views
- 5 replies
- 2 kudos
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 ...
- 14264 Views
- 5 replies
- 2 kudos
- 2 kudos
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...
- 2 kudos
- 951 Views
- 1 replies
- 0 kudos
Genie - Data Lineage
Would it be possible for Genie to bring in the Lineage Graph of table?Thanks
- 951 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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- 1355 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...
- 1355 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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- 3627 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...
- 3627 Views
- 0 replies
- 0 kudos
- 2392 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 ...
- 2392 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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- 16551 Views
- 1 replies
- 5 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, ...
- 16551 Views
- 1 replies
- 5 kudos
- 5 kudos
very cool
- 5 kudos
- 836 Views
- 1 replies
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Datbricks Notebook as a Server ?
Hello, What I'm trying to do : I have a piece of python code (an ai application) that i want to deploy as a server, almost exactly like one would lets say on an EC2. The only difference being instead of a flask api i would use dbutils and the databri...
- 836 Views
- 1 replies
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Hi @Krthk, Thanks for your question. Have you thought about using Model serving endpoint for your use-case: https://docs.databricks.com/aws/en/machine-learning/model-serving/ Launching a Databricks job via the REST API and dbutils is a different para...
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- 3389 Views
- 3 replies
- 1 kudos
Resolved! Custom LLM Function similar to Databricks built in AI functions
Hi Team,I am new to Databricks and working on Gen AI requirements.Task - Build custom prompt with set of instructions to classify incident e.g. False Positive or True Positive. Input will be columns in Delta TableCan I build custom LLM function with ...
- 3389 Views
- 3 replies
- 1 kudos
- 4073 Views
- 1 replies
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Multi Vector Index
Can we create multi vector indexes on multiple embedding columns in delta table as part of databricks vector search
- 4073 Views
- 1 replies
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Hi SaiVihAIDatabricks Vector Search currently does not support creating multi-vector indexes that are directly based on multiple embedding columns in a Delta table. Creating separate vector indexes for each embedding column is an option.Ref How to c...
- 0 kudos
- 1434 Views
- 1 replies
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Vector Quantization
Does Databricks Vector Search support vector quantization?
- 1434 Views
- 1 replies
- 0 kudos
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Hi SaiVihAIIn my opinion, Databricks utilizes Mosaic Vector Search, which is largely aided by the Hierarchial Navigable Small World (HNSW) algorithm for neighbor search and hybrid keyword similarity search.Ref Mosaic AI Vector Search | Databricks D...
- 0 kudos
- 5321 Views
- 7 replies
- 5 kudos
Genie Agent Integration in Databricks
I'm developing an Agent using the Cookbook template and would like to incorporate a Genie agent. I came across the Databricks GitHub repository and noticed they're actively working on it: GitHub - Genie Agent. However, it seems to be in the early sta...
- 5321 Views
- 7 replies
- 5 kudos
- 5 kudos
I think Teams/Slack channel as a chat bot will be more exciting use case. When we demoed the Genie to our executives we are in Retail Industry Client and we have lots of stores one of the thing they said is this would be awesome if this can be in Tea...
- 5 kudos
- 5620 Views
- 5 replies
- 3 kudos
Resolved! How to integrate genie in with databricks apps
How to integrate genie in with databricks - data apps i want a chatbot that behaves like genie
- 5620 Views
- 5 replies
- 3 kudos
