WORKSHOP
Unlocking the Power of RAG: Design Patterns for Real-World Applications
23rd OCT 2024 | 03:30 PM to 06:00 PM
Venue: Workshop Room 1, NIMHANS Convention Centre, Bangalore
FEES: • Rs.299 for Pro pass holders • Rs2699 for Standard Pass holders • Rs2999 for all others (Limited seats available)
The workshop aims to introduce and explore Retrieval-Augmented Generation (RAG), showcasing its ability to enhance AI models by integrating external knowledge. Attendees will learn to implement RAG effectively across various real-world use cases and design patterns.
Sanchit Balchandani
Engineering Manager - 2, EPAM Systems
Ashwini Kumar
Lead Software Engineer, EPAM Systems
- Software Engineers and AI/ML enthusiasts
- Backend Engineers looking to integrate RAG into their systems
- Developers working on chatbots, decision-support systems, and automated workflows
- Anyone interested in AI-enhanced knowledge retrieval and generation
- Introduction to Retrieval-Augmented Generation (RAG)
- Core RAG implementation: How it works
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Design Patterns:
1. Knowledge Base Retrieval
2. Decision-Making Augmentation
3. Multi-Source Integration - Real-World Use Cases and Applications
- Live Demonstrations of RAG in Action
- Laptop: Attendees should bring their own laptops.
- Basic understanding of AI/ML concepts
- Familiarity with backend development and APIs
- Experience with Python or similar programming languages would be beneficial
Benefits/Takeaways of this workshop for the attendees (What will attendees do after attending the workshop which they were not able to do before attending this)
- Implement Retrieval-Augmented Generation in their AI systems
- Use different RAG design patterns for specific use cases
- Augment their AI models with external knowledge sources
- Build more intelligent, data-driven systems such as advanced chatbots, decision-making tools, and workflow automation solutions
About Speakers
Sanchit, a skilled software engineer from Hyderabad, currently holds the position of Engineering Manager at EPAM India, where he leads the Python Discipline. With an impressive background in backend engineering, he has made significant contributions across various sectors such as healthcare, Ad Tech, E-commerce, Infrastructure, and Automation. Sanchit is particularly passionate about Infrastructure, Cloud, and SRE, while also being committed to fostering a positive work culture, empathetic people management, and supporting diversity.