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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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Machinelearning

@ai_machinelearning_big_data · Post #8450 · 09/04/2025, 01:20 PM

🔥 NVIDIA представила Universal Deep Research (UDR) UDR — настраиваемый агент для глубокого ресёрча, который «оборачивается» вокруг любого LLM. Почему это важно: 🟠**Гибкая настройка агента без кода** — UDR не ограничивает жёсткими сценариями, как большинство тулзов. 🟠Можно создавать, редактировать и комбинировать стратегии поиска и анализа. 🟠В репо есть примеры стратегий (minimal, expansive, intensive), но главная сила — в кастомизации под свои задачи. По сути, это гибкий ресёрч-агент, который можно адаптировать под любой рабочий процесс. 🟢Project: https://research.nvidia.com/labs/lpr/udr 🟢Code: https://github.com/NVlabs/UniversalDeepResearch 🟢Lab: https://nv-dler.github.io @ai_machinelearning_big_data #NVIDIA#UDR#UniversalDeepResearch#AI#LLM#ResearchAgent#AIAgents#DeepResearch