SUMMARY AI summary by gpt-5-mini
Signal is an AI-powered trend-intelligence platform that collects posts from tech hubs (Reddit, Hacker News), processes them with Google’s Gemini 2.5 Flash model, and exposes structured, scored insights in a Streamlit dashboard. Targets researchers, product managers, analysts and engineering teams who need early detection of emerging technology topics. Key features: - Continuous scraping of sources for real-time trends - AI-generated executive summaries - Signal scoring (High / Medium / Low) - Topic clustering into core themes - Interactive dark-mode dashboard Tech stack: Python, FastAPI (data ingestion/API), Gemini API (inference & scoring), Streamlit (UI). Local setup requires a virtualenv, GEMINI_API_KEY in .env, running uvicorn for the backend and streamlit for the frontend.
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| Created on GitHub | 2026-05-09 |
| Last push | 2026-05-09 |
| First seen here | 2026-05-09 |
| Last fetched | 2026-05-09 18:20 |
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