{"product_id":"retrieval-augmented-generation-rag-using-python-nlp-and-ai-applications-9798307943434","title":"Retrieval Augmented Generation (RAG) Using Python: NLP And AI Applications","description":"\u003cp\u003e • Author(s): Hawkings J. Crowd\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Expert Systems\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eHarness the potential of Retrieval Augmented Generation (RAG) to build more robust and reliable AI applications. This book provides a comprehensive, hands-on approach to implementing RAG using Python, focusing on real-world NLP and AI use cases. You'll explore: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe core concepts of RAG and its advantages over traditional language models.\u003c\/li\u003e\n\u003cli\u003ePractical Python implementations using popular libraries for NLP, vector databases, and large language model APIs.\u003c\/li\u003e\n\u003cli\u003eTechniques for efficient information retrieval, including semantic search and vector embeddings.\u003c\/li\u003e\n\u003cli\u003eStrategies for optimizing RAG pipelines for performance and accuracy.\u003c\/li\u003e\n\u003cli\u003eApplications in question answering, chatbots, document summarization, and more.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a seasoned developer or just starting with AI, this book equips you with the knowledge and skills to build powerful, context-aware applications with RAG.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45558541385879,"sku":"9798307943434","price":1477.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798307943434.webp?v=1768594037","url":"https:\/\/atlanticbooks.com\/products\/retrieval-augmented-generation-rag-using-python-nlp-and-ai-applications-9798307943434","provider":"Atlantic Books","version":"1.0","type":"link"}