- 41456 Views
- 23 replies
- 51 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 ...
- 41456 Views
- 23 replies
- 51 kudos
- 5993 Views
- 3 replies
- 4 kudos
Resolved! Building RAG without Catalog
All the tutorials I have seen about building a RAG within databricks involves using the Catalog option. For some reason my organization doesn't support that option and I can't use the unity catalog to build a RAG. Can I still use other features such ...
- 5993 Views
- 3 replies
- 4 kudos
- 4 kudos
Hi @Aminsn, Having Unity Catalog enabled is a requirement for vector search. Source: Vector Search - Requirements. If you're referencing this tutorial Creating High Quality RAG Applications with Databricks I think that many of the required features a...
- 4 kudos
- 5723 Views
- 3 replies
- 3 kudos
CORS - Endpoint issue with CORS
Hi, I have created an endpoint to return information from a RAG system, but when trying to be consumed by external apps, they got a CORS error because they are in a different domain and use javascript to call the API. How can I implement CORS in my e...
- 5723 Views
- 3 replies
- 3 kudos
- 3 kudos
@Retired_mod My company is running into the same issue serving a model via REST API for a web application to call, and like @mcoffey I'm not able to see the CORs section after logging into the workspace as an admin and viewing the settings for the wo...
- 3 kudos
- 3992 Views
- 0 replies
- 1 kudos
Review of the First 20 Pages of "The Big Book of Generative AI from Databricks"
Summary"The Big Book of Generative AI from Databricks" provides a comprehensive guide to these critical questions and more, offering valuable insights into the tools and skills required for successful GenAI implementation. By addressing these questio...
- 3992 Views
- 0 replies
- 1 kudos
- 1022 Views
- 0 replies
- 0 kudos
Encountering Error While Launching the Generative AI Associate course Labs
Hi Guys,I had launched using our E2 Demo environment a 14.3 LTS ML Cluster (Scala 2.12), while executing the ClassRoom SetUp , I had facing multiple Exception.Even working my way with manually executing those scripts.Any Ideas on what could be wrong ...
- 1022 Views
- 0 replies
- 0 kudos
- 5976 Views
- 0 replies
- 0 kudos
GAI Lab practice
Hi DBs Team, Do you have lab environment for GAI assignments practice?How can I subscribe to it? Regards,Nitin Kapse
- 5976 Views
- 0 replies
- 0 kudos
- 2983 Views
- 1 replies
- 0 kudos
Gen AI governance and compliance
I have few questions for which I am looking for answers in Databricks context. 1. Plagiarism and Originality How do we address the issue of plagiarism, where similar code, solutions, or documentation may be generated for similar prompts globally, p...
- 2983 Views
- 1 replies
- 0 kudos
- 0 kudos
Thanks @Retired_mod I am looking for specific solutions on how this can be implemented in databricks for each of the above points. What tools/frameworks/functions can be used. I understand that it will depend on use cases but if you can take one exam...
- 0 kudos
- 6217 Views
- 2 replies
- 1 kudos
Any advantage with knowledge graphs in RAG + LLM use cases?
In Gartner conference I heard about knowledge graph would be useful in giving better context to LLM models... haven't seen anyone actually talking about that angle. Any LLM guru's chime in with your views please?
- 6217 Views
- 2 replies
- 1 kudos
- 1 kudos
Microsoft released a repo for Graph Rag, with a subrepo for aceleration using Azure infraestructure. Perhaps, Databricks working on Azure cloud may take advantage of the aceleration subrepo.https://microsoft.github.io/graphrag/
- 1 kudos
- 2003 Views
- 1 replies
- 0 kudos
DBRX: Associating ROI of any implementation
Hi, how can one go about assessing the value created due to the implementation of DBRX?
- 2003 Views
- 1 replies
- 0 kudos
- 0 kudos
Hi @MaheshPS, great question, if not a little abstract. There are probably as many ways to measure the ROI of using DBRX as there are use cases for it, but let's try to focus on some more concrete examples. If you use DBRX as part of an internal kno...
- 0 kudos
- 3701 Views
- 2 replies
- 0 kudos
DBRX vs GPT4
Which is the best
- 3701 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @Kk17 , it really depends on what you value most. If you value leaderboard scores and model output quality above all else, then GPT-4 is generally the stronger of the two models. However, GPT-4 also costs nearly $40 per million tokens, your reques...
- 0 kudos
- 3814 Views
- 1 replies
- 0 kudos
Is image to text model available in databricks?
I am interested in trying databricks' native image-to-text model available?
- 3814 Views
- 1 replies
- 0 kudos
- 0 kudos
Image to text is not currently available as a native model in Databricks, but we did recently release Shutterstock ImageAI, powered by Databricks for text to image capabilities. To learn more about that, please see the related blog post from June. I...
- 0 kudos
- 4546 Views
- 1 replies
- 0 kudos
How to to create vector search index on multiple columns in the delta table
I want to create vector search index on a delta table using multiple "Embedding source column" from the table. I don't see an option to choose multiple columns so what's the alternative? create index per source column? so multiple indexes for sing...
- 4546 Views
- 1 replies
- 0 kudos
- 2412 Views
- 1 replies
- 0 kudos
- 2412 Views
- 1 replies
- 0 kudos
- 0 kudos
Use the OpenAI API. They have a comprehensive guide with lots of example code here: Quickstart tutorial - OpenAI APIJust remember to save your API keys as databricks secrets and access them wit dbutils.secrets - Secret management | Databricks on AWS
- 0 kudos
- 2529 Views
- 1 replies
- 0 kudos
DatabaseError (databricks.sql.exc.DatabaseError) Invalid SessionHandle in LangChain SQL chain
When creating a SQL Chatbot with LangChain SQLDatabase chain, Databricks database, and OpenAI model, I got a "Invalid SessionHandle" Error.Code of creating the SQL Chain:<code>llm = ChatOpenAI(temperature=0, openai_api_key=api_key, model_name='gpt-4-...
- 2529 Views
- 1 replies
- 0 kudos
- 5910 Views
- 4 replies
- 0 kudos
Can't use tool type role with DBRX
Error code: 404 - {'error_code': 'FEATURE_DISABLED', 'message': 'FEATURE_DISABLED: Tool Calling is not enabled for this workspace'}Receiving this error when trying to complete chat using tools. How to enable tool calling feature?I am posting for the ...
- 5910 Views
- 4 replies
- 0 kudos
- 0 kudos
Latest here: https://docs.databricks.com/en/machine-learning/model-serving/function-calling.html
- 0 kudos
- 9717 Views
- 8 replies
- 1 kudos
Not able to use tool type role with DBRX endpoint
Error code: 404 - {'error_code': 'FEATURE_DISABLED', 'message': 'FEATURE_DISABLED: Tool Calling is not enabled for this workspace'}Receiving this error when trying to complete chat using tools. How to enable tool calling feature?I am posting for the ...
- 9717 Views
- 8 replies
- 1 kudos
- 1 kudos
Latest here: https://docs.databricks.com/en/machine-learning/model-serving/function-calling.html
- 1 kudos
