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 ...
Just completed the 2nd course, Generative AI Engineering with Databricks and it was excellent. There's so much content to explore it's worth going over twice.
Greetings, everyone!Currently, I'm engaged in the development of a Retrieval-Augmented Generation (RAG) system. The primary objective is to gather text from a diverse range of document formats, encompassing PDFs, Excel spreadsheets, HTML pages, plain...
Hello,I'm attempting to use the instructor library for validating the output of a foundation model (DBRX in this case). Here's my code: import instructor
from instructor.client import Instructor
from pydantic import BaseModel
from openai import OpenA...
Reviewing my posted code I should mention that the 'tool_choice' argument I'm passing is a default argument of the OpenAI client object. The code still breaks in the same way if I remove that argument from the function call. I think this is out of my...
The Big Book of Generative AI brings together best practices and know-how for building production-quality GenAI applications. You’ll find technical content and code samples that will help you do everything from deploying your first application to bui...
Hello @pdiegop , seems that the option that we are looking for, which is: Foundation Model APIs (pay-per-token) is only available in certain regions. Check - out the Region availability table in this link. I am in the westeurope region, therefore, I ...
Hey there! We unveiled DBRX last Friday and we are eager to hear your thoughts! Did you catch the announcement? Drop a comment below and let us know what you think! Your feedback means the world to us. #DBRXFeedback
Hello All,I am trying to follow the dbdemo called 'llm-rag-chatbot' available at the following link. The setup works Ok, and I have imported from the Databricks Marketplace an embedding model that is:bge_large_en_v1_5Running the notebook called: 01-D...
Hello @Kaniz , thanks a lot for the information you provided. Anyhow, I have managed a workaround, by pre-computing the embeddings for each chunk. I have created an embedding column on the source table and used this column as input to the create_del...
Hello, everyone!I'm currently working on building a Retrieval-Augmented Generation (RAG) system, where the goal is to extract text from various document types (including PDFs, Excel files, HTML pages, text documents, Docs, PPTs, and notably, Keynote ...
Hi @ML2022, Building a Retrieval-Augmented Generation (RAG) system sounds like an exciting project!
Let’s dive into your challenges with extracting text from Keynote files and MP4 video files:
Keynote Files:
Extracting textual content from Keyno...
Join us this March to see how generative AI can drive value. Build your own LLM trained on your data with Databricks’ new MPT model: Mosaic AI. Imagine if you could train and deploy your own LLM — customized with your own data that gives accurate res...
Recently, many AI SQL functions have been added to databricks. They are using the foundation model API and currently Mixtral-8x7B Instruct.Which one is your favourite one? Do you have ideas for another such function?
Hi @Hubert-Dudek, Thank you for sharing this exciting update about the new AI SQL functions added to Databricks, utilizing the foundation model API, particularly the Mixtral-8x7B Instruct model.
It's great to see how Databricks continues to innovate ...
I am currently experimenting with the whisper model for batchwise inference on Databricks and have successfully utilized multiple instances of the model by accessing multiple GPUs available in the driver node. However, I am wondering how I can levera...
Hi @Mathew , Leveraging multiple GPUs for batchwise inference with the Whisper model on Databricks can significantly enhance performance. While the Whisper model typically uses a single GPU, there’s a workaround to utilize multiple GPUs—one for the e...
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 ...
Just completed the 2nd course, Generative AI Engineering with Databricks and it was excellent. There's so much content to explore it's worth going over twice.
I just saw the Databricks announcement on Twitter about the launch of the GenAI Engineer Pathway certification and I wanted to start learning.https://twitter.com/databricks/status/1756721509224108353But when logging into the Academy, they are all loc...
I'm a bit of a noob with the Academy interface, found the way to enroll. We actually have to search the catalog for the course and then if you find it from there, you can select it from the list and an "Enroll" button will appear and allow you to sta...
From the data + AI experts, today, we're announcing two unique ways that practitioners can leverage leading-edge technologies – Databricks Academy Labs and Blended Learning. Databricks Academy Labs are on-demand, hands-on guided lab experiences in Da...
Hi @Walter_C webapp_2024-01-19_08.14.35Z_master_4143c9b9_1139299051 I have all the Experimental Features enabled, is there something else to activate? ThanksDiego
