Hybrid Search RAG : Hands-on Guide to building real-life production-grade applications with RAG
Hybrid Search RAG : Hands-on Guide to building real-life production-grade applications with RAG (The Frontiers of RAG Research: Exploring the Latest Developments and Techniques) by Charles Sprinter
English | November 10, 2024 | ISBN: N/A | ASIN: B0DMPV1H8P | 201 pages | EPUB | 0.31 Mb
English | November 10, 2024 | ISBN: N/A | ASIN: B0DMPV1H8P | 201 pages | EPUB | 0.31 Mb
Hybrid search, a fusion of keyword-based and semantic search, revolutionizes how we find information. It empowers search engines to understand the nuances of human language, delivering highly relevant results. RAG, or Retrieval Augmented Generation, takes this a step further by enabling machines to generate human-like text based on retrieved information, creating more engaging and informative search experiences.
This comprehensive guide delves into the intricacies of hybrid search and RAG, offering a practical roadmap for building production-ready applications. Packed with real-world examples, code snippets, and best practices, it equips readers with the knowledge and skills to create exceptional search solutions.
Key Features
- Practical Guidance: Learn from hands-on examples and step-by-step tutorials.
- Real-World Applications: Explore diverse use cases across industries.
- Comprehensive Coverage: Master the fundamentals of hybrid search and RAG, from data preprocessing to evaluation metrics.
- Code Snippets: Access reusable code for rapid implementation.
- Expert Insights: Benefit from the author's deep expertise in the field.
- Data Scientists: Seeking to enhance their search capabilities with advanced techniques.
- Search Engineers: Building and optimizing production-grade search systems.
- Developers: Interested in creating intelligent and informative search interfaces.
- Businesses: Looking to improve customer experiences and gain a competitive edge.