{"product_id":"9781633435858-a-simple-guide-to-retrieval-augmented-generation","title":"A Simple Guide to Retrieval Augmented Generation","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eEverything you need to know about Retrieval Augmented Generation in one human-friendly guide.\u003c\/p\u003e\n\u003cbr\u003e\u003cp\u003e\u003cstrong\u003eEverything you need to know about Retrieval Augmented Generation in one human-friendly guide.\u003c\/strong\u003e\u003cbr\u003e\u003cbr\u003eGenerative AI models struggle when you ask them about facts not covered in their training data. Retrieval Augmented Generation—or RAG—enhances an LLM's available data by adding context from an external knowledge base, so it can answer accurately about proprietary content, recent information, and even live conversations. RAG is powerful, and with \u003cem\u003eA Simple Guide to Retrieval Augmented Generation\u003c\/em\u003e, it's also easy to understand and implement!\u003cbr\u003e\u003cbr\u003eIn \u003cem\u003eA Simple Guide to Retrieval Augmented Generation\u003c\/em\u003e you'll learn:\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eThe components of a RAG system\u003c\/li\u003e\n\u003cli\u003eHow to create a RAG knowledge base\u003c\/li\u003e\n\u003cli\u003eThe indexing and generation pipeline\u003c\/li\u003e\n\u003cli\u003eEvaluating a RAG system\u003c\/li\u003e\n\u003cli\u003eAdvanced RAG strategies\u003c\/li\u003e\n\u003cli\u003eRAG tools, technologies, and frameworks\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cbr\u003e\u003cem\u003eA Simple Guide to Retrieval Augmented Generation\u003c\/em\u003e shows you how to enhance an LLM with relevant data, increasing factual accuracy and reducing hallucination. Your customer service chatbots can quote your company's policies, your teaching tools can draw directly from your syllabus, and your work assistants can access your organization's minutes, notes, and files.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":56340654850422,"sku":"9781633435858","price":34.21,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_41096953.jpg?v=1777679865","url":"https:\/\/www.rarewaves.com\/products\/9781633435858-a-simple-guide-to-retrieval-augmented-generation","provider":"Rarewaves.com","version":"1.0","type":"link"}