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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Mastering Retrieval-Augmented Generation (RAG): Build and Deploy RAG Systems with Vector Databases, Hybrid Search, and LLM Pipelines

Mastering Retrieval-Augmented Generation (RAG): Build and Deploy RAG Systems with Vector Databases, Hybrid Search, and LLM Pipelines

Paperback

Series: Mastering Llms, Book 3

General Computers

ISBN13: 9798296901736
Publisher: Independently Published
Published: Aug 6 2025
Pages: 150
Weight: 0.46
Height: 0.32 Width: 6.00 Depth: 9.00
Language: English

Unlock the full power of large language models with Mastering Retrieval-Augmented Generation (RAG). This hands-on guide walks you through building production-grade RAG systems that fuse transformer-based LLMs with cutting-edge vector databases, keyword-and-semantic hybrid search, and custom pipelines. You'll start by mastering the core concepts of retrieval vs. generation, then dive into real-world tools-LlamaIndex, LangChain, Pinecone, Weaviate, and ChromaDB-to index, retrieve, and refine context at scale.

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