List of videos

Read the abstract ➤ https://www.conf42.com/Python_2025_Vedant_Agarwal_personalization_neural_ranking Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Session Overview 01:26 Challenges in Real-Time Personalization 03:08 Strategies to Improve Accuracy 04:47 Semantic Search and Transformer Models 08:03 Performance Optimization Techniques 12:40 Boosting User Engagement 14:41 Embedding-Based Strategies 16:40 Dynamic Feature Pipelines 18:28 Scalable Systems for Real-Time Personalization 19:45 The Importance of Innovation 21:15 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Sourabh_Gawande_ai_applications_practical Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI Application Development 01:03 Understanding LLM Inconsistencies 05:35 Implementing Retries and Timeouts 10:47 Handling Structured Outputs 15:44 Streaming Responses for Better UX 21:26 Using Background Jobs for Long Tasks 29:45 Evaluating Prompts with Evals 32:35 Overview of Foundational Models 38:57 Conclusion and Contact Information

Read the abstract ➤ https://www.conf42.com/Python_2025_Craig_West_agentic_ai_django Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:27 Understanding AI Agents 02:18 Demystifying AI Agents with Python 04:13 Setting Up REST API Calls 05:18 Building the First AI Agent 09:11 Advanced Prompt Engineering 16:41 Creating a FAQ Chatbot 20:26 Developing a Report Selection Agent 22:51 Introduction to AI Agents and Contextual System Messages 24:25 Defining and Using Tools in AI Agents 25:54 Tool Use Examples and Message Flow 30:33 Exploring AI Agent Patterns 31:26 Reflection Pattern in AI Agents 35:20 Planning and Tool Calling in AI Agents 40:10 Manual Execution of Planning Agent 45:15 Frameworks and Libraries for AI Agents 46:55 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Jan_Van_Wassenhove_code_music_electronic Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:23 Meet the Speaker: Jan van Wassenhoven 01:50 Introduction to MusicAgent 02:48 Creating a Song with MusicAgent 05:16 Technical Challenges and Solutions 06:58 MusicAgent Workflow 12:55 Configuration and Setup 16:42 Live Demo: Creating a Song 25:53 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Justin_Dearing_docker_windows_devcontainers Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Docker Setup on Windows 00:38 Prerequisites for Docker Setup 01:00 Setting Up Dev Containers in Visual Studio Code 03:12 Installing Docker Community Edition 05:37 Configuring Docker on Windows 07:25 Exploring Podman as an Alternative 09:30 Rancher Desktop and Other Alternatives 10:41 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Sravan_Kumar_Nendrambaka_transformation_enterprise_sap Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:05 Evolution of SAP Enterprise Solutions 02:01 SAP S4 HANA Architecture 03:08 Integration Framework 03:58 Deployment Flexibility 04:59 SAP BTP Technical Infrastructure 07:00 Industry Specific Applications 09:52 Business Intelligence and Analytical Capabilities 11:41 Commercial Models 13:17 Future Trends and Developments 14:13 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Harikrishna_Madathala_migration_onpremises_azure Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to the Python 2025 Conference 00:45 Overview of Cloud Adoption and Azure 01:29 Benefits of Migrating to Azure 02:46 Pre-Migration Considerations 04:27 Core Principles of Cloud Architecture 06:03 Azure Migration Approaches 08:01 Post-Migration Optimization and Management 09:43 Leveraging Automation for Migration 10:30 Cloud Adoption Framework for Migration 11:40 Conclusion and Future Directions

Read the abstract ➤ https://www.conf42.com/Python_2025_Daniel_Emakporuena_data_analysis_streamlit Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Background 00:21 Introducing DataSense 00:43 Challenges with Existing Tools 02:31 Key Features of DataSense 04:29 Live Demo: Uploading and Analyzing Data 07:36 Creating Visualizations 13:39 Exploratory Data Analysis 16:24 Technical Overview and Code Walkthrough 23:34 Lessons Learned and Future Enhancements 25:05 Conclusion and Acknowledgements 00:21 Introduction to DataSense 00:43 Challenges with Existing Tools 01:23 Creating DataSense: The Solution 03:25 Key Features of DataSense 04:29 Live Demo: Uploading and Analyzing Data 07:36 Interactive Dashboards with Plotly 13:39 Exploratory Data Analysis 16:24 Behind the Scenes: Code Walkthrough 23:34 Lessons Learned and Future Enhancements 25:05 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Tim_Spann_vector_databases_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Unlocking Data with Python 01:32 Overview of Data Types 01:48 Exploring Semi-Structured Data 03:00 Working with Unstructured Data 03:47 Structured Data and Iceberg 04:30 Deep Dive into Iceberg Features 07:47 Introduction to Snowpark and Python 09:54 Apache NiFi and Python Integration 10:32 NiFi Processors and Use Cases 16:11 Live Demos and Practical Applications 23:24 Conclusion and Resources