Prompt-Driven Self-Healing Data Pipelines with RLs | Annapurneswar Putrevu | Conf42 Prompt 2025

Description

Read the abstract ➤ https://www.conf42.com/Prompt_Engineering_2025_Annapurneswar_Putrevu_pipelines_learning_systems Other sessions at this event ➤ https://www.conf42.com/prompt2025 Join Discord ➤ https://discord.gg/yQneDJdJGV Chapters 00:00 Introduction and Speaker Background 00:31 The Growing Challenge of Data Integration 01:32 Traditional Rule-Based Systems and Their Limitations 04:51 Introduction to Autonomous Self-Healing Pipelines 05:24 Reinforcement Learning and Intelligent Agents 07:50 Framework Architecture and Implementation 08:50 Prompt Engineering for Intelligent Pipelines 14:22 Reinforcement Learning Explained 18:18 Key Capabilities and Advanced Response Mechanisms 20:34 Evaluation and System Benefits 21:56 Building and Future of Self-Healing Pipelines 23:20 Conclusion and Contact Information