- 29111 Views
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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 ...
- 29111 Views
- 18 replies
- 33 kudos
- 4228 Views
- 7 replies
- 1 kudos
Resolved! Importing LanceDB Library Crashes Python Driver
Hello, I am unable to import the LanceDB library.My environment is configured as follows:Single Node of type g4dn.xlargeDBR 16.1 ML for GPUCode to Reproduce: %pip install lancedb==0.17.0 dbutils.library.restartPython() # Crashes on import import lan...
- 4228 Views
- 7 replies
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Hello @victor58 thanks for your question, on your case lets start with validations based on KB https://kb.databricks.com/en_US/clusters/python-kernel-is-unresponsive-error-message
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- 3556 Views
- 0 replies
- 1 kudos
Advanced RAG Retrieval (Reranking, Hierarchical, etc) in Databricks
Issue with current documentation:I wish to perform advanced RAG using langchain, in Databricks. In the documentation, they tell how to use the vector endpoint url, and index stored in catalogs. But I could not find any advanced RAG algos that are eas...
- 3556 Views
- 0 replies
- 1 kudos
- 33591 Views
- 2 replies
- 1 kudos
Databricks Genie
Hi allWe have just started a little mini project on using Genie and up until now, our experience is very positive. Therefore, Im interested in more documentation and learning materials other than what Databricks officially has (https://docs.databrick...
- 33591 Views
- 2 replies
- 1 kudos
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Hi @mortenhaga , since we are also looking for the same approach, is there a way that you found out or is there any reply which helped you to figure out the above problem?
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- 1081 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:...
- 1081 Views
- 1 replies
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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...
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- 2822 Views
- 3 replies
- 1 kudos
Gen AI Fundamentals Badge
I'm trying to take the quiz and get the badge for Gen AI Fundamentals, but unfortunately unable to do so as the login credentials aren't letting me in. Please advice where to find the link to take the quiz here.
- 2822 Views
- 3 replies
- 1 kudos
- 1 kudos
I'm trying to take the quiz and get the badge for Gen AI Fundamentals, but unfortunately unable to do so as the login credentials aren't letting me in. Please advice where to find the link to take the quiz here.
- 1 kudos
- 716 Views
- 1 replies
- 0 kudos
Unable to query foundation model
I was trying to run a query on the foundational model using the example given in the document. - https://docs.databricks.com/en/machine-learning/model-serving/score-foundation-models.html But I am getting errors. Is it the issue with the version or t...
- 716 Views
- 1 replies
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Can you share the error message that you are receiving?
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- 1735 Views
- 2 replies
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Assistance with Combined Filters in Databricks Vector Store Index
Hi,I’m working with the Databricks vector store index and need to apply combined filters to retrieve chunks that meet specific criteria.My index contains the following columns: product_category, product_date, and description.Question 1: How can I re...
- 1735 Views
- 2 replies
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How do we do multiple filters? for example I want to filter a vector store by two columns with an AND logic.
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- 5363 Views
- 5 replies
- 4 kudos
Accessing Databricks Lab Materials
Hello Databrick Support,Why is it so complex to get access to the Lab Materials after subscription. Each time I tried accessing this materials, it show a message stating "The Course has ended and no longer accessible". If this message is accurate, wh...
- 5363 Views
- 5 replies
- 4 kudos
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Did this ever get resolved? I was taking the course and then stopped for a month or so to focus on other things. Now that I'm back, I can't see the labs from within the course.
- 4 kudos
- 3988 Views
- 1 replies
- 0 kudos
Preventing Genie from Returning Empty Tables as Responses
Hello! I am implementing the use of a Genie Room in my company. During development, we are encountering several situations where Genie returns an empty table.I understand that an empty table is always an error—either due to a mistake in the user's qu...
- 3988 Views
- 1 replies
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I found this to be a very interesting approach.One important point to consider is that an empty result can also carry meaning. With this in mind, I provided the following instructions to Genie:When a user's query results in an empty table, first dete...
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- 1204 Views
- 1 replies
- 0 kudos
Large datasets in Databricks
How can I efficiently handle large datasets in Databricks when performing group-by operations to avoid out-of-memory errors? Are there any best practices or optimizations for improving performance, such as partitioning or caching, especially when wor...
- 1204 Views
- 1 replies
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Hi, @maltasa I believe this article might help answer your question.Comprehensive Guide to Optimize Databricks, Spark and Delta Lake Workloads
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- 4662 Views
- 0 replies
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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...
- 4662 Views
- 0 replies
- 0 kudos
- 1880 Views
- 1 replies
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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...
- 1880 Views
- 1 replies
- 2 kudos
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Must read
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- 0 replies
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AI/BI Genie - Components
I am almost certain that AI/BI Genie is using Azure OpenAi under the hood. Does anyone knows if Langchain has been used too ?
- 3637 Views
- 0 replies
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- 1157 Views
- 1 replies
- 1 kudos
DataBricks Foundational model rate limiting approach
Hi there,is this the correct approach to fulfil the rate limit restrictions in the foundational model API?from langchain_core.rate_limiters import InMemoryRateLimiter rate_limiter = InMemoryRateLimiter( requests_per_second=2.0, check_every_...
- 1157 Views
- 1 replies
- 1 kudos
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Hello @llmnerd, Yes, the approach you have outlined to fulfill the rate limit restrictions in the foundational model API using InMemoryRateLimiter from langchain_core appears to be correct. This setup should help you manage the rate limits effectivel...
- 1 kudos
- 2335 Views
- 2 replies
- 0 kudos
Retrieved Docs in Message History
Hi,I've deployed a Langchain model via MLFlow log model and a deployment agent (following this https://notebooks.databricks.com/demos/llm-rag-chatbot/index.html#)How do I add additional content to the message history for example, I'd like to add retr...
- 2335 Views
- 2 replies
- 0 kudos
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Hi @davidhuang thanks for pointing to that demo! That implementation of chat history did work in my experience, but it's a little simplistic and could be token-intensive if the history needs to be maintained as a list like that. Has Databricks done a...
- 0 kudos
