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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 ...
- 30631 Views
- 19 replies
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This is an exciting step forward from Databricks! Looking forward to diving into the curriculum and exploring what's next in the world of data + AI! Thanks for sharing @Sujitha
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- 4941 Views
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Resolved! Mosaic Vector Search
I created a RAG using a corpus of pdf which I have on ADLS. Now where will the chunked text and vector embedding be stored once I parse all the PDFs and I want to start retrieval?
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Option 1: Delta Sync Index with embeddings computed by Databricks You provide a source Delta table that contains data in text format. Databricks calculates the embeddings, using a model that you specify, and optionally saves the embeddings to a table...
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Is there a batch query option for similar vectors available in Mosaic AI Vector Search?
Hi all,I have been exploring databrick's vector search offering, and was wondering if it had the ability to run a batch query?I would like to be able to do something like the following where both embedding_1 and embedding_2 are separate vectors that ...
- 1390 Views
- 1 replies
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Hi @Cummings012 ,As per documentation it is not possible, as the API supports single queries.The workaround is to process these queries in parallel to improve throughput.
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- 2708 Views
- 3 replies
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Pyfunc mlflow loading Databricks Model failing
I am running this example notebook https://docs.databricks.com/_extras/notebooks/source/machine-learning/large-language-models/pyspark-dataframe-loader-langchain.htmlI am running most as if except switching embeddings and llm to databricks from OpenA...
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We abandoned this. Too many compatibility errors and we stuck with the notebook level. Good luck!
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- 2803 Views
- 4 replies
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Enabling vector search
I have a team member doing the GenAI certification but she gets the following errorResponse content b'{"error_code":"BAD_REQUEST","message":"This trial workspace no longer has access to Vector Search. Please upgrade the workspace to continue to use V...
- 2803 Views
- 4 replies
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I am trying to enable mosiac vector search for my workspace but so far I can see the metastore in my catalog but no vector search.though I am on paid tier and have enabled unity catalog on the workspace. I am still not able to see vector search on my...
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- 1775 Views
- 1 replies
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from langchain.qa import RetrievalQA
Hi ,I have installed the library using "%pip install langchain", but still I couldn't import RetrievalQA. Could anyone help?
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Hi @dinusr ,Are you using the correct namespace langchain.chains to import?from langchain.chains import RetrievalQAIf yes, try to 1. Install the most recent version %pip install --upgrade --force-reinstall langchain2. Restart the kernel : dbutils.lib...
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- 4496 Views
- 1 replies
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Resolved! Vector Index Creation Initializing Phase
When using the web UI to create a vector index from an existing table with chunked data the creation fails at the "Initializing" phase after about 20 minutes. I have validated the requirements are satisfied that are detailed here.I have also seen th...
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I believe this "self-resolved". Even though I was technically on a premium plan the trial period had not completed. I think at this point I can say it is resolved.
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- 1850 Views
- 1 replies
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Using generative AI to generate descriptions
Hi all, I would like to check if there is a function in databricks notebook that allows users to get AI generated descriptions of dataframes within the session similar to the AI generated descriptions for tables? This is because I am wondering it it ...
- 1850 Views
- 1 replies
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You can use ai_query function to achieve this in SQL. It takes an LLM endpoint and a prompt as input. Here's an example with DBRX and a specific Indian manufacturing industry-related prompt. create or replace function ai_create_table_metadata (table...
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- 11870 Views
- 7 replies
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Resolved! Genie: Cant upvote/downvote, cant edit queries nor view other results
Hi allI have been trying to get some feedback on this before, but since this is important to if and how my organization is going to adopt this tool, I need some help on this:For me as an account admin and workspace admin, my problem is that I cant up...
- 11870 Views
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Amazing user story - this has been great for our internal discussions, thank you
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- 3130 Views
- 2 replies
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Databricks SQL Agent is failing
Goal :I want to build one Databricks SQL Agent using that any Databricks users can interact with a specified schema in Unity Catalog and generate insights on their data.Followed the url as reference :https://docs.databricks.com/en/large-language-mode...
- 3130 Views
- 2 replies
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Following up on @Walter_C insights, I encountered the same issue and wanted to share the complete steps I took to fully resolve the issue:1) Upgrade SQLAlchemy: Running the following command before any other code resolved the sqlalchemy.types error: ...
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- 4962 Views
- 5 replies
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Resolved! Github Repo linked to Generative AI with databricks
Hi guys, I would like to add the repo linked to the "Generative AI with Databricks" course. Do you know where I could find the repo with the notebooks that get shown in the demos in that course?. Best
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- 5 replies
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test 123
testing
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Are you facing issues creating a post @test_user ?
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- 2556 Views
- 5 replies
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Is llama 3.0 not supported anymore or is it just a glitch
Hello all,For some reason, I can't find llama-3.0 models on either the playground or serving endpoints even though we've been using it for months.I can see both llama-3.1 models on the serving endpoints page and it also says they have been last modif...
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@tefrati Thank you for your patience on this one! The pricing remains the same. Our team found version 3.1 to be better than 3 in many aspects, with the added benefit of not requiring any prompt changes. As a result, we have transitioned to 3.1. Our ...
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- 1237 Views
- 1 replies
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ai_forecast function error
Hello,I am trying to forecast using ai_forecast function and I get this error (https://docs.databricks.com/en/sql/language-manual/functions/ai_forecast.html)I changed my cluster to use current channel yet this is not solved.. any idea why this occurs...
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Hi @sue01 ,Make sure that you run it on clusters aligned with below recommendations:"Only available on Pro SQL warehouses running Databricks SQL version 2024.35 and above"
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- 1022 Views
- 1 replies
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Monitoring Genie: Result not available from chat session
Hi!Have anyone experienced that you cant see the result of what Genie produced as an answer in the history of a chat session? How can I enable to view and correct historical answers for any Genie chat?
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- 1 replies
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Anyone?
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- 5757 Views
- 7 replies
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Resolved! SQL AI functions not working
I am working in the following environment:- New Databricks workspsace with UC enabled- Azure, region west-europe- Cluster: Interactive (DBR 15.4), or SQL Warehouse (Serverless)Running for example:SELECT ai_gen('Generate a concise, cheerful email titl...
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- 7 replies
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Hello @Michael_Galli Sorry for the delay in my response. Unfortunately, only the two models you mentioned, Meta Llama 3.1 70B Instruct and GTE Large (En), are currently available in the EU Geo. Our team is working to make more models available soon f...
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