Building Multimodal Generative AI and Agentic Applications : Shaping concept to code for the future of multimodal and advanced agentic GenAI applications
Description: Generative AI and agentic AI are reshaping how we interact with data, enabling intelligent systems that can reason, generate, and autonomously act across multiple modalities. From text and images to voice and structured data, these technologies are increasingly essential in enterprise a...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| On-line přístup: | Accès Université d'Orléans et IFPM |
| Poznámka: |
Couverture. https://static2.cyberlibris.com/books_upload/300pix/9789365898385.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Building Multimodal Generative AI and Agentic Applications, Shaping concept to code for the future of multimodal and advanced agentic GenAI applications, Indrajit Kar, New Delhi, BPB Publications, 2025, 1 vol. (544 p.), 978-93-6589-838-5 |
Obsah:
- 1. Introducing New Age Generative AI
- 2. Deep Dive into Multimodal Systems
- 3. Implementing Unimodal Local GenAI System
- 4. Implementing Unimodal API-based GenAI Systems
- 5. Implementing Agentic GenAI Systems with Human-in-the-loop
- 6. Two and Multi-stage GenAI Systems
- 7. Building a Bidirectional Multimodal Retrieval System
- 8. Building a Multimodal RAG System
- 9. Building GenAI Systems with Reranking
- 10. Retrieval Optimization for Multimodal GenAI
- 11. Building Multimodal GenAI Systems with Voice as Input
- 12. Advanced Multimodal GenAI Systems
- 13. Advanced Multimodal GenAI Systems Implementation
- 14. Building Text-to-SQL Systems
- 15. Agentic Text-to-SQL Systems and Architecture Decision-Making
- 16. GenAI for Extracting Text from Images
- 17. Integrating Traditional AI/ML into GenAI Workflow
- 18. LLM Operations and GenAI Evaluation Techniques