TgRAG - AI-powered search for Telegram channels
Hey Product Hunt community! đź‘‹ I'm building TgRAG https://tgrag.com/ - a tool that turns your Telegram channels into a searchable AI knowledge base. The Problem I follow 30+ Telegram channels for crypto analysis, AI research, and tech news. Finding information is painful. Telegram's search only matches exact keywords, messages get buried, and I was missing important signals worth thousands of...
Automating Telegram content with multi‑agent system
Hi What we’re building An AI‑driven Micro SaaS that runs themed Telegram channels end‑to‑end using a user’s “digital twin” (style, tone, interests): Research: generates focused web queries based on the channel’s profile; fetches fresh sources. Curation: ranks/dedupes content; filters low‑signal links. Writing (Reasoning LLM): produces short, engaging posts in your voice (first‑person OK), with...
From Noise to Signal in Crypto Research — How Do You Decide Faster?
We built CRYPTO‑5 to cut through noisy market data and turn messy inputs into clear, auditable insights. No hard‑coded mappings, transparent reasoning, multilingual chat, and real‑time monitoring—so teams can move from question → decision with confidence. We’d love to learn from your workflow: What’s the hardest part of getting from “idea” to “action” today? Which integrations/datasets are...
