Tadrop/ai-support-chatbot
Grounded RAG customer service chatbot — crawls any website, answers questions from its own content, and cites every source. Python · FastAPI · Claude API · Voyage AI · Pinecone · Playwright. Embeddable JS widget, admin dashboard, email/Crisp handoff, Docker-ready.
SUMMARY AI summary by gpt-5-mini
A grounded RAG (retrieval-augmented generation) chatbot built to automate customer service for GreenLeaf Garden Supplies (fictional example). It crawls and indexes a site weekly, embeds content, retrieves relevant chunks to answer common questions with explicit citations, and escalates to a human (email or Crisp) whenever confidence is low or the answer is out-of-scope or policy-sensitive. Intended users: customer service teams who want to deflect routine queries and developers/operators deploying a site-specific chatbot (point CRAWL_ROOT_URL + API keys). Key features: Playwright crawler + semantic chunking, Voyage AI embeddings, Pinecone vector DB, Anthropic Claude for grounded responses (tool-enforced structured output), three-layer anti-hallucination checks (grounded prompt, cited-URL self-check, confidence-gated handoff), GDPR consent capture, lightweight vanilla-JS widget, SQLite turn log, admin dashboard, tests and Docker/local deployment options.
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Dates
| Created on GitHub | 2026-05-16 |
| Last push | 2026-05-16 |
| First seen here | 2026-05-16 |
| Last fetched | 2026-05-16 18:15 |
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