#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
⚖El TS fija doctrina sobre la capacidad y competencia de los plenos municipales para pronunciarse sobre cuestiones políticas de carácter internacional
#local#jurisprudencia
https://laadministracionaldia.inap.es/noticia.asp?id=1228267
🚀Jan-v1: локальная 4B-модель для веба — опенсорсная альтернатива Perplexity Pro
📌Что умеет
- SimpleQA: 91% точности, чуть выше Perplexity Pro — и всё это полностью локально.
- Сценарии: быстрый веб-поиск и глубокое исследование (Deep Research).
Из чего сделана
- Базируется на Qwen3-4B-Thinking (контекст до 256k), дообучена в Jan на рассуждение и работу с инструментами.
Где запускать
- Jan, llama.cpp или vLLM.
Как включить поиск в Jan
- Settings → Experimental Features → On
- Settings → MCP Servers → включите поисковый MCP (например, Serper)
Модели
- Jan-v1-4B: https://huggingface.co/janhq/Jan-v1-4B
- Jan-v1-4B-GGUF: https://huggingface.co/janhq/Jan-v1-4B-GGUF
@ai_machinelearning_big_data
#ai#ml#local#Qwen#Jan
#FitLocal#Find#Local#Trainers
Join the FitLocal: Find Local Trainers beta on ✈️#TestFlight
🔗 Link: https://testflight.apple.com/join/tJE8FBcS
Shared by Dimitri
#go#cli#database#database_management#dbms#environment#local#postgres#postgresql#supabase
Supabase CLI lets you run Supabase locally, manage database migrations, deploy functions, generate types from your schema, and make secure API calls. Install easily via npm (`npm i supabase --save-dev`), Homebrew, Scoop, or binaries for any OS, then run `supabase init` and `supabase start` to launch your full stack with local URLs and keys. This benefits you by speeding up development, testing changes offline without cloud costs, ensuring type safety, and simplifying CI/CD for reliable deploys.
https://github.com/supabase/cli