https://sudonull.com/telegram-semantic-search-scraping-and-embeddings
Implementation of global semantic search across 800k+ Telegram channels. Scraping Common Crawl, Gemma 3 4B for avatars, ParadeDB. Instructions for developers.
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In this project
https://sudonull.com/semantic-layer-why-is-it-needed-in-analytics
Learn how the semantic layer resolves data ambiguity for AI. Structure, pros, cons, and implementation. Get clear instructions for middle/senior developers.
https://sudonull.com/semantic-search-in-telegram-bot-for-communities
Learn how to build a Telegram application with AI search on FAISS and GPT for business communities. Automation of ratings, events, and expert search. Instructions for developers.
https://sudonull.com/aria-snapshots-playwright-for-ai-agents
Learn how Playwright generates semantic YAML ARIA snapshots for web agents. Token optimization, incremental deltas, DOM processing. For middle/senior dev.
https://sudonull.com/rag-optimization-for-legal-tasks
Learn how hybrid RAG with semantic chunking and grounding improved metrics by 2x in Agentic RAG Legal Challenge. Benchmarks, pipelines and lessons for developers.
From other projects
https://ymaho.com/rad-vlsm-ai-framework-improves-ultrasound-diagnostics
Cross-modal AI Rad-VLSM changes ultrasound diagnostics: automatic pathology detection via text prompts reduces expert dependency. Learn how the technology will reshape the market.
https://ymaho.com/on-chain-ai-agents-why-trust-infrastructure-matters-more-than-smarts
AI agents on blockchains fail not from weak models, but missing trust layers. Learn what's really holding them back—and when they'll be safe to use.
https://ymaho.com/hippocampus-learns-under-anesthesia-nature-study
Hippocampal neurons process speech, distinguish semantics, and predict words under propofol. Learn how this will change anesthesiology and neural interfaces.
From the web
Searches related to semantic scholar
https://www.semanticscholar.org/paper
What Is Semantic Scholar ? Semantic Scholar is a free, AI-powered research tool for scientific literature, based at Ai2. An academic search engine that utilizes artificial intelligence methods to provide highly relevant results and novel tools to filter them with ease.
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