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RAG / GenAI Presentation

TFUG - TensorFlow User Group Ghaziabad

Commudle - Connect & Learn With Software Developers

Presentation

Speaker​

Share knowledge, expertise, and experiences using TensorFlow or any open-source tech. This includes topics such as TensorFlow applications, research, case studies, best practices, and new developments. The theme is Gen AI, and the audience will be mostly working professionals and 4th-year interns. The event is scheduled for 3rd August and will be held at Opstree Solutions, Sector 16 Noida. Potential speakers are required to provide a brief biography, a summary of their proposed presentation, and any relevant experience or credentials. Speakers are encouraged to make their sessions interactive. For purely technical sessions, the use of humor and interactive elements like questions is encouraged.

Objective​

Empowering GenAI with RAG: Leveraging Gemini and VertexAI for Enhanced Data Retrieval and Generation

  1. Title
  2. whoami
  3. Introduction to GenAI
  4. LLMs
  5. Challenges with LLM
  6. Solution - RAG
  7. Benefits of RAG
  8. Practical Applications of RAG
  9. Real-World Use Cases
  10. RAG Framework
  11. Components of RAG
  12. Tools for Building RAG
  13. RAG Walkthrough
  14. Best practices for RAG Implementation
  15. Challenges and Future Directions of RAG
  16. Final Reflections
  17. Thanks

Hackathon​

Others​

  • rag architecture
  • past present and future of genai