Mastering LLM Applications with LangChain and Hugging Face : Practical insights into LLM deployment and use cases
Description: The book is all about the basics of NLP, generative AI, and their specific component LLM. In this book, we have provided conceptual knowledge about different terminologies and concepts of NLP and NLG with practical hands-on.This comprehensive book offers a deep dive into the world of NL...
Tallennettuna:
| Päätekijät: | , |
|---|---|
| Aineistotyyppi: | Livre numérique |
| Kieli: | Anglais |
| Julkaistu: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| Linkit: | Accès Université d'Orléans et IFPM |
| Huomautus: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365891041.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Mastering LLM Applications with LangChain and Hugging Face, Practical insights into LLM deployment and use cases, Hunaidkhan Pathan, Nayankumar Gajjar, New Delhi, BPB Publications, 2024, 1 vol. (434 p.), 978-93-6589-104-1 |
Sisällysluettelo:
- 1. Introduction to Python and Code Editors
- 2. Installation of Python, Required Packages, and Code Editors
- 3. Ways to Run Python Scripts
- 4. Introduction to NLP and its Concepts
- 5. Introduction to Large Language Models
- 6. Introduction of LangChain, Usage and Importance
- 7. Introduction of Hugging Face, its Usage and Importance
- 8. Creating Chatbots Using Custom Data with LangChain and Hugging Face Hub
- 9. Hyperparameter Tuning and Fine Tuning Pre-Trained Models
- 10. Integrating LLMs into Real-World Applications-Case Studies
- 11. Deploying LLMs in Cloud Environments for Scalability
- 12. Future Directions: Advances in LLMs and Beyond
- Appendix A: Useful Tips for Efficient LLM Experimentation
- Appendix B: Resources and References