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DatabricksTV
Community-produced videos to help you leverage Databricks in your Data & AI journey. Tune in to explore industry trends and real-world use cases from leading data practitioners.
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StephanieAlba
Valued Contributor III

 

Have you always wanted to create a Gen AI agent yourself but didn’t know how to? You’re at the right place. In this video, Arthur Dooner and Robert Mosley, Specialist Solutions Architects at Databricks, will help you create a DBRX-based Gen AI agent in just 20 min! DBRX is a new state-of-the-art open LLM model developed by Databricks, one of the fastest currently available models. Read more about DBRX below.

Arthur and Robert show how DBRX can be integrated with the agent studio for custom AI solutions. They guide the team through setting up a demo, including importing the vector search retriever, specifying environment variables, and using a vector store token. Lastly, they show how to build and deploy an endpoint and how to test the new setup. Main points:

  1. Robert will demonstrate how to build a custom chatbot solution using DBRX and Agent Studio.
  2. Robert will show how to create a Vector Store and import it into Agent Studio.
  3. Robert will explain how to customize the instruction prompt and other parameters for the DBRX model.

►[Github] Download agent studio here - https://github.com/rmosleydb/agent-studio

►[Blog] Read more about DBRX, a state of the art open LLM here - https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm

►[Github] DBRX on Github - https://github.com/databricks/dbrx

►[Hugging Face] Download DBRX here - https://huggingface.co/databricks/dbrx-base

►[Article] Wired on DBRX and the creation of the world’s most powerful open source AI model - https://www.wired.com/story/dbrx-inside-the-creation-of-the-worlds-most-powerful-open-source-ai-mode...

►[Video] - Another video by Arthur and Robert - https://www.youtube.com/watch?v=__HxzSHjfIo&list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz&index=8

►[Product] Learn more about Databricks here - https://www.databricks.com/

►Learn/connect with the speakers here - https://www.linkedin.com/in/arthur-dooner-450b2b97/ and https://www.linkedin.com/in/robert-mosley-data/

► Discover more about Databricks in the Skill Builder Series here - https://www.youtube.com/playlist?list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz

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