[AI Alliance] Simplifying DPK Pipeline Creation with Agentic Workflows
Thursday 10 April 2025
Starts 17:00 PM
Finishes 18:00 PM
Organized by Data, Cloud and AI in Lisbon
Venue: Online/Virtual
Address: Online event on your device
Portugal
About this event
**Agenda**
* Welcome, housekeeping, etc.
* Quick intro about AI Alliance (3 min)
* Simplifying DPK Pipeline Creation with Agentic Workflows (40 mins)
* Q&A (10 mins)
* Wrap-up
**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. The agent builds DPK pipeline that performs required tasks defined by a natural language.
The second notebook demonstrates how DPK transformers can be wrapped as tools within LangChain and LlamaIndex, along with examples of executing the transforms directly.
**Session Type**
Talk and Demo
**Audience**
LLM app developers, data scientists, data engineers
**Technical Level**
Beginner — Intermediate
**Prerequisites**
None
**Duration**
45 mins
**Resources**
* [first notebook](https://github.com/data-prep-kit/data-prep-kit/blob/dev/examples/agentic/Planning_DPK_agent.ipynb)
* [second notebook](https://github.com/data-prep-kit/data-prep-kit/blob/dev/examples/agentic/dpk_as_tools.ipynb)
**Speakers**
**Mohammad Nassar**
Mohammad Nassar, a Cloud Research Engineer at IBM Haifa, specializes in AI-driven data engineering, automation, and hybrid cloud technologies. With an M.Sc. in Computer Science from Technion, his research focused on coding theory and data systems. His work spans AI-powered data preparation, automation pipelines, and large-scale cloud solutions. Passionate about innovation, he also develops mobile applications, blending AI and user engagement.
**Revital Sur**
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.
This page last updated Sunday 30 March 2025 at 23:38.
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