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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DETECTED Detected AI stack
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Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 75 / 100
Position among AI repos in the same language
We track 12,475 Python repos, of which 9,636 score 40 or above on AI relevance. 2,088 have more stars than this one (top 16.7%), and 558 score higher (top 4.5%).
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Dates
| Created on GitHub | 2026-05-16 |
| Last push | 2026-05-16 |
| First seen here | 2026-05-16 |
| Last fetched | 2026-08-18 16:21 |
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