Explore discussions on generative artificial intelligence techniques and applications within the Databricks Community. Share ideas, challenges, and breakthroughs in this cutting-edge field.
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 ...
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?
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...
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.
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...
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...
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...
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 ...
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...
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...
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...
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...
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...
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 ...
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, ...
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(...
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...
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...