Part 2/2 - Hands-on Coding:Dive Deeper into Retrieval Augmented Generation (RAG)

Name: Part 2/2 - Hands-on Coding:Dive Deeper into Retrieval Augmented Generation (RAG)
Start: 2024-08-04T10:00:00+05:30
End: 2024-08-04T13:00:00+05:30
Location: AtliQ Technologies

AtliQ Technologies, 307, Ocean Complex, Genda Circle, Vadodara, 390023

GDG Baroda

Ready to turn theory into practice? Join us for Part 2/2 of our deep dive into Retrieval Augmented Generation (RAG). This interactive session will be packed with hands-on coding exercises, allowing you to build your own RAG applications. Even if you missed Part 1 you are welcome!

Aug 4, 2024, 4:30 – 7:30 AM (UTC)

75 RSVP'd

Key Themes

AIMachine Learning

About this event

Dive into the advanced concepts and applications of RAG in AI. Learn and experience the cutting-edge techniques that power state-of-the-art RAG systems.
 
🔍 List of Advanced Concepts:
* Hybrid Retrieval Systems
* Efficient Indexing
* Enhanced Text Generation
* Knowledge Integration
* Contextual Awareness
* Multi-Modal Integration
* Robust Guardrails and Safety Mechanisms
* Scalability and Performance
* Monitoring and Maintenance
🌟 What You'll Learn:
* Foundational and advanced RAG concepts
* Combining retrieval methods
* Integrating external knowledge and context
* Implementing guardrails and safety mechanisms
* Optimizing and scaling RAG systems
* Hands-on experience building a simple RAG application
Prerequisites : 
* Knowledge of Python
* Basic understanding of LLMs
*Device Requirements:*
* Laptop with 8 GB or more RAM
* Any code editor installed (e.g., VS Code, PyCharm, Sublime Text)
* Python installed on the system
Join us to gain deep insights and practical skills in RAG!