Where does the ai interface on O'Reilly's web page come from

✨AI Mode 

"The AI interface on O'Reilly's web page, known as O'Reilly Answers, comes from a collaboration and partnership with Miso Technologies. 

"Here are the key details:
  • Miso Technologies: O'Reilly worked with Miso's news and media AI lab for four years to build the solution.
  • Proprietary Training Data: The generative AI is trained solely on O'Reilly's extensive and trusted content catalog (including books and content from nearly 200 publishing partners), not the public internet. This ensures the answers are reliable and accurate, a core part of O'Reilly's approach to AI.
  • Citation and Royalties: A key feature of the Miso partnership is a system that credits the original sources used to generate answers and pays royalties to the content creators for their contributions.
  • Microsoft NLWeb: O'Reilly also recently announced a collaboration with Microsoft to launch the open-source NLWeb, a framework that allows existing websites to easily add AI search and other services. O'Reilly developed a demo AI search frontend using NLWeb in a few days as a proof of concept. It is likely that elements of this technology are being, or have been, integrated into their platform."
⭐AI Overview 

"The AI interface on O'Reilly's web page, specifically 'O'Reilly Answers,' is a proprietary, Retrieval-Augmented Generation (RAG)-based system built on the Miso AI platform. It integrates with O'Reilly's own curated content library—books, videos, and transcripts—to provide answers, and it cites its sources to ensure accuracy and transparency. 
  • AI platform: The core technology is powered by Miso, a platform that allows companies to build their own AI search engines using their proprietary content.
  • Content source: The AI is restricted to O'Reilly's internal library of content, including books and video transcripts, and does not pull information from the public internet.
  • RAG implementation: It uses a RAG (Retrieval-Augmented Generation) approach. This means it first retrieves relevant information from the O'Reilly content library and then uses that information to generate an answer.
  • Source citation: To ensure accuracy, the AI cites the sources for its generated responses, providing users with links to the specific books or videos used.
  • Enterprise integration: The platform also offers an enterprise version that can be integrated into other applications, such as Microsoft Teams, to provide instant answers from O'Reilly's content within a user's workflow."
⚡AI Mode refreshed:

"The AI interface on O'Reilly's web page, known as O'Reilly Answers, is a custom AI engine developed in partnership with Miso Technologies. 

"Key details about the AI:
  • Partnership: O'Reilly worked closely with Miso's news and media AI lab for four years to build the solution.
  • Technology: It utilizes a custom AI engine from Miso, known as 'Ask Miso Anything,' which uses semantic search and Retrieval Augmented Generation (RAG).
  • Model: It leverages capabilities of the open-source Llama 3 70B model.
  • Content source: The AI is trained solely on O'Reilly's extensive and trusted catalog of expert content (books, courses, etc.) to ensure accuracy and provide reliable, trustworthy answers, rather than public internet data.
  • Features: A core feature is that the AI cites its sources for each generated response and pays royalties to the content creators for their contributions.
  • Microsoft Collaboration: O'Reilly has also collaborated with Microsoft on an open-source project called NLWeb, a mechanism to add AI search and services to existing web frontends." 
⭐AI Overview answers: where does the chat feature on O'Reilly's web page come from

"The chat feature on the O'Reilly Media web page (the online learning platform, oreilly.com) is an AI-powered search tool called O'Reilly Answers, which is developed in partnership with Miso Technologies. 

"O'Reilly Answers is a generative AI solution that sources information from the platform's extensive catalog of trusted, expert content (books, courses, videos, etc.) to provide instant answers to user queries, rather than pulling information from the open web. 

"Note that the e-commerce website for O'Reilly Auto Parts (oreillyauto.com) also offers a live chat for customer service, which connects users with a support team member or an automated assistant, but this is a separate function from the AI-powered O'Reilly Answers feature on the learning platform site."
  1. [Is this LLM developed as 'open-source' or as 'openly-available'? Model: It leverages capabilities of the open-source Llama 3 70B model…] 
  2. ["Today, we’re introducing Meta Llama 3, the next generation of our state-of-the-art open source large language model."]
  3. [Why did my change of phrase in search term to 'chat' instead of 'ai interface' show this disclaimer: Note that the e-commerce website for O'Reilly Auto Parts (oreillyauto.com) also offers a live chat…]
  4. [The word 'chat' means chat with an automated assistant in both cases?]
  5. [After you press the Ó button on O'Reilly's webpage, a pop-up warns you: "This chat may be recorded for quality assurance. You can view our privacy policy here"…]
  6. [In other words, why did previous searches not expose two different O'Reillys, both with AI?]
  7. [Does ai_overview grok that this is a separate function from the AI-powered O'Reilly Answers feature on the learning platform site means disambiguation of O'Reilly between auto parts and learning? Two different companies?]
  8. ["O’Reilly Auto Parts has been a trusted leader in the automotive replacement parts industry since 1957. Learn about our mission, culture, and 6,500+ locations across the U.S., Mexico, and Canada"…]
  9. [When you view the O'Reilly publishing company webpage through Firefox, you can use an extension like Awesome to switch between full-service webpage and reader (RSS) webpage. In the reader page, the Ò button is no longer present or active…]
  10. [So it's like a 'stack overflow' as it can provide instant answers from O'Reilly's content within a user's workflow?]
  11. [This seems important but also seems to admit to a system that credits the original sources used to generate answers and that diverts purchasers from likely book/ancillary material sales where creators usually realize royalties…]
  12. [Calculated by whom and how: pays royalties to the content creators for their contributions]
  13. [Pervasive: add AI search and services to existing web frontends…]
  14. [This catalog of expert content is training material for the LLM? for NLWeb?]
  15. [For some reason, ai_mode mentions NLWeb —also collaborated with Microsoft on an open-source project called NLWeb —but ai_overview doesn't…]
  16. [This seems extraneous to search answer: developed a demo AI search frontend using NLWeb in a few days as a proof of concept…]
  17. ["I'm over the moon," O'Reilly told BBC Radio 5 Live after the game. "Tonight was a very special night, making my debut. Dream come true for me and my family."]




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