Overview: In this session, we present our experimental approach to creating DPK pipelines using agentic workflows. We will begin with a brief introduction to agentic workflows, followed by a walkthrough of two notebooks developed to support this work: the first notebook shows a planner agent for Data-Prep-Kit tasks with code generation, building DPK pipelines from natural language tasks; the second notebook demonstrates wrapping DPK transformers as tools within LangChain and LlamaIndex, with examples of executing the transforms directly.
talk-data.com
R
Speaker
Revital Sur
1
talks
Member, Cloud Data Platforms group
IBM Haifa Research Lab
Revital Sur is a member of the Cloud Data Platforms group at IBM Haifa Research Lab, where she has been involved in various cloud and middleware projects in recent years. She is a DPK contributor from its first days and recently, she were involved into agentic activities. She holds both a BSc and an MSc in Computer Science from the University of Haifa, Israel.
Bio from: [AI Alliance] Simplifying DPK Pipeline Creation with Agentic Workflows
Frequent Collaborators
Filtering by:
[AI Alliance] Simplifying DPK Pipeline Creation with Agentic Workflows
×
Filter by Event / Source
Talks & appearances
Showing 1 of 3 activities