#python#ai#llm#rag#reasoning#retrieval
PageIndex is an advanced AI tool that helps you find the most relevant information in long professional documents by thinking and reasoning like a human expert, rather than just matching keywords. It organizes documents into a clear tree structure, similar to a table of contents, and searches through this structure to give precise, trustworthy answers with exact page references. This method avoids the common problems of traditional vector-based search, making it ideal for complex reports, legal texts, or financial filings. You can use it easily via cloud services or run it locally, improving your ability to analyze and understand large documents quickly and accurately.
https://github.com/VectifyAI/PageIndex
📰 A sharp and unexpected #failure of the Cloudflare hosting provider affected not only many popular sites and services, but also Fragment, the Tonnel gift marketplace and others. 🌩 Developers are studying this problem.
UPD: hosting has been restored.
#failure📰Domain Link Previews t.me stopped being generated. However, previews of old links can be provided, and the links themselves are fully functional.
UPD: problem solved.
#failure📰 Domains t.me, telegram.org,fragment.com and stel.com were not working and were partially down and were restored to service a few minutes ago. VPN did not solve the problem partially either.
⚡️Airbus A320 Уральских Авиалиний, следовавший из Дубая в Екатеринбург, произвел экстренную посадку в Ашхабаде (Туркменистан).
❗️Самолет, после 2-х часов полета перед пересечением границы Ирана с Туркменистаном на высоте 10.000м, подал сигнал бедствия и запросил экстренную посадку в ближайшем аэропорту.
💬 Как сообщают Уральские Авиалинии, у двигателей была разница в показаниях топлива. В связи с этим командир принял решение выключить 1 двигатель.
Лёгкое небо
#emergency#uralairlines#failure#engine#landing
Avoid Copycat Mistakes
Copying strategies without understanding their context can harm startups. From the experience of a former CTO, mindless imitation of established B2B products leads to failure. Large companies aim to protect their gains, while startups focus on growth. Analyze original strategies instead of copying them blindly. Discover more about proper implementation in the provided link.
#Startup#B2B#SaaS#Strategy#Growth#Analysis#Innovation#Business#Entrepreneurship#CTO#Imitation#Failure#Success#Marketing#Learning#Education#BusinessStrategy
Crypto Scandal: LIBRA's Dramatic Fall
Dave Portnoy attempts to buy tokens after repurposing LIBRA, mistakenly investing $200K in a fraudulent version, which plummeted 93%. Meanwhile, President Javier Milei faces allegations of fraud linked to the LIBRA token. A lawsuit by Argentine lawyers cites the former Central Bank head. CEO Hayden Davis of Kelsier Ventures blames insider selling for the crash. Investigations are ongoing amidst claims of insider knowledge in the token launch. For more insights, check the full news: Forklog News.
#Crypto#Argentina#Libra#Miley#Scandal#Failure#InsiderTrading#Lawsuit#Kelsier#Token#Blockchain#Finance#Investigation#HaydenDavis#Fraud#News#Market#Trends#Regulations#DeFi