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Source channel @githubtrending · Post #15265 · Nov 3
#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
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@abmedia_news · Post #24218 · 04/29/2026, 08:30 AM
【🔗 DeFi｜Polymarket 升級完工：新交易引擎上線、$1M 流動性獎勵】 #CLOB#Polymarket#pUSD Polymarket 於 4 月 28 日交付交易所改造核心，啟用升級版合約。 官方分階段發放 100 萬美元獎勵，將抵押品由 USDC.e 切換至 pUSD。雖然新架構已投入運作，但做市商在獎勵期後的留存深度仍待觀察。 📍閱讀全文： https://abmedia.io/polymarket-clob-v2-upgrade-complete-trading-engine-liquidity-rewards-2026-04-28 📍 訂閱鏈新聞頻道：https://linktr.ee/abmedia.io
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@CryptoM · Post #65093 · 04/11/2026, 12:26 AM
🚀 Polymarket to Upgrade Protocol and Launch pUSD Token on Polygon Polymarket has announced plans to enhance its protocol and introduce pUSD, an ERC-20 collateral token on the Polygon network, fully backed by USDC. According to NS3.AI, the upgrade aims to lower gas costs and minimize failed trades. The platform intends to open-source the smart contracts next week and will initiate a bug bounty program to ensure security and reliability. #Polymarket#Upgrade#Protocol#pUSD#ERC20#CollateralToken#Polygon#USDC#GasCosts#FailedTrades#OpenSource#SmartContracts#BugBounty#Security#Reliability