{"repo":"vicharanashala/crowd-source-faq","free":true,"listed":false,"github":"https://github.com/vicharanashala/crowd-source-faq","clone":"git clone https://github.com/vicharanashala/crowd-source-faq.git","description":"Full-stack FAQ portal with semantic vector search, AI-powered community moderation, and an expert promotion layer. Built to handle 1 million registered users. + Mega CSFAQ Base","language":"TypeScript","stars":19,"topics":["faq","ngrok","redis","sentry-io","zoom-api"],"license":"MIT","category":"databases-storage","readme_excerpt":"Crowd Source FAQ (Yaksha FAQ Portal) Full-stack FAQ portal with semantic vector search, AI-powered community moderation, and an expert promotion layer. Built to handle 1 million registered users. GitHub: https://github.com/vicharanashala/crowd-source-faq Full reference: docs/ · Contributing · Code of Conduct · License --- Vision Automate the FAQ lifecycle end-to-end. Zero people in the loop. Reduce the operational FAQ culture. Every question a user has has been asked before — and most will be asked again. The right answer should be there before the user finishes typing. The platform achieves this through four zero-touch pillars: - Zero-touch ingestion — Zoom meetings, webhooks, and manual uploads feed the knowledge base without human scheduling, categorising, or approval. - Zero-touch answering — A 24-hour scheduler matches unanswered posts against the knowledge base; high-confidence matches auto-post, low-confidence escalate to humans. - Zero-touch quality control — Approved FAQs are re-evaluated every 6 hours; drift, contradictions, and staleness are detected and flagged automatically. - Zero-touch user lifecycle — Deletion is anonymisation, not destruction. Reputation, attribution, and audit history persist. The platform is the operator. People handle exceptions, not the steady state. --- About Samagama (internally \"Yaksha FAQ Portal\") turns an organisation's accumulated conversations into a searchable, self-maintaining FAQ. It combines hybrid vector + keyword search with ","default_branch":null,"files":null,"tree":[],"storefront":"/r/vicharanashala","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/vicharanashala/crowd-source-faq/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}