- 40 Views
- 1 replies
- 0 kudos
Error running mlflow.evaluate()
Hi Team,I am following below article to evaluate my model.What is Mosaic AI Agent Evaluation? | Databricks on AWSExample for my model is below:input_example = pd.DataFrame({ "text": ["What is the stoppage duration for January month 2024?"], "pa...
- 40 Views
- 1 replies
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Hello @Nawneet, Ensure that the input format for the agent evaluation matches the expected schema. Here is an example to structure your input data correctly: import mlflow import pandas as pd examples = { "request": [ {"messages": [{"ro...
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- 844 Views
- 1 replies
- 0 kudos
Error - Interact with SQL database
When I try to use Datbricks sql agent, I'm getting below error:DatabaseError: (databricks.sql.exc.ServerOperationError) [UNBOUND_SQL_PARAMETER] Found the unbound parameter: param_1. Please, fix `args` and provide a mapping of the parameter to a SQL ...
- 844 Views
- 1 replies
- 0 kudos
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Hi @dileepkumar_t The UNBOUND_SQL_PARAMETER error in Databricks SQL Agent occurs when a parameter marker in a SQL query is not associated with a value. This error is raised because the SQL query is expecting a parameter to be provided, but it has not...
- 0 kudos
- 147 Views
- 0 replies
- 1 kudos
GenAI Cookbook - how to add source documents to output and open pdf file on a page
Hello,I am implementing RAG solution as per Databricks cookbook. Review App is working, references are provided as text chunks.I need to build functionality to open pdf file on a specific page as a reference. Is there a way to change ReviewApp to ope...
- 147 Views
- 0 replies
- 1 kudos
- 528 Views
- 1 replies
- 0 kudos
Error Calling Llama Guard Model from Databricks Marketplace after deploying the model
I am facing issues calling the Llama Guard Model after deploying it to Model Serving on Databricks. I deployed the model by requesting instant access from Databricks Marketplace and deployed it to Model Serving.I am following the code examples here:...
- 528 Views
- 1 replies
- 0 kudos
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@javieryw, The error you are encountering, "400 Client Error: Bad Request for url: https://westus.azuredatabricks.net/serving-endpoints/llama-guard/invocations. Response text: Bad request: json: unknown field 'dataframe_split'", indicates that the p...
- 0 kudos
- 9835 Views
- 4 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 ...
- 9835 Views
- 4 replies
- 2 kudos
- 1221 Views
- 0 replies
- 0 kudos
How to perform combined search on structured and unstructured data in databrick using RAG or other
I created a RAG application in databricks which performs the following steps:1. Extract text from PDF files2. Prepare embeddings on extracted text and create vector search index3. Create a LLM model and served the model which can answer question base...
- 1221 Views
- 0 replies
- 0 kudos
- 1249 Views
- 1 replies
- 2 kudos
Insights from a global survey of 1,100 technologists and interviews with 28 CIOs
How to unlock enterprise AI: “You can have all the AI in the world, but if it’s on a shaky data foundation, then it’s not going to bring you any value.” — Carol Clements, Chief Digital and Technology Officer, JetBlue Companies everywhere have been qu...
- 1249 Views
- 1 replies
- 2 kudos
- 2 kudos
Must read
- 2 kudos
- 823 Views
- 0 replies
- 0 kudos
Best Practices for Multilingual Model Training: Single vs. Multi-Model for Translation
Hello everyone,I’m working on a translation project involving documents up to 100 pages long, in 17 different languages, and I'm looking for the best approach to achieve high-quality translations in this multilingual context.Single model vs. multi-mo...
- 823 Views
- 0 replies
- 0 kudos
- 1184 Views
- 1 replies
- 1 kudos
What model is powering the AI/BI Genie in Databricks
Hello,We are conducting feasibility study of securely opening up the new features to our team members and want to use AI/BI Genie - Genie Spaces1. How does it leverage the AI underneath .. what AI service is used , is the data shared with AI service...
- 1184 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @koantek_user, In case you haven't already found answers in documentation, AI/BI Genie uses Azure OpenAI -- your data is not used for training and model partners do not retain your data. (see trust and safety) Your data is governed and secured by ...
- 1 kudos
- 696 Views
- 1 replies
- 0 kudos
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?
- 696 Views
- 1 replies
- 0 kudos
- 0 kudos
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...
- 0 kudos
- 5301 Views
- 7 replies
- 2 kudos
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...
- 5301 Views
- 7 replies
- 2 kudos
- 2 kudos
Amazing user story - this has been great for our internal discussions, thank you
- 2 kudos
- 1265 Views
- 1 replies
- 0 kudos
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 ...
- 1265 Views
- 1 replies
- 0 kudos
- 0 kudos
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.
- 0 kudos
- 1266 Views
- 0 replies
- 0 kudos
I need a sample code or process which will help us to dynamically select the prompt template
We need a sample code or process which will help us to dynamically select the prompt template based on the prompt given as an input through the model legacy serving endpoint
- 1266 Views
- 0 replies
- 0 kudos
- 828 Views
- 0 replies
- 0 kudos
Copying/cloning Vector index table
Regarding copying or cloning vector index tables, it appears that direct copying or cloning is not possible, as Databricks throws the message: "Securable with kind TABLE_ONLINE_VECTOR_INDEX_REPLICA does not support Lakehouse Federation."It seems that...
- 828 Views
- 0 replies
- 0 kudos
- 766 Views
- 1 replies
- 0 kudos
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...
- 766 Views
- 1 replies
- 0 kudos
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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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