AgentsCreator
Operator studio that turns a website or Google Business listing into a chat agent: crawl, knowledge base, capability toggles, and a voice-readiness recommendation.

Overview
AgentsCreator is an operator studio that turns a website or Google Business URL into a chat agent. A worker crawls the source, builds a knowledge base, and the studio toggles capabilities — FAQ, hours, catalog, lead capture, appointment intent, quotes, call, and human handoff. Voice is scored as a recommendation, not a fake voice bot.
Challenge
Small operators want a site chatbot without a custom RAG project. Generic widgets hallucinate hours and inventory because they never crawled the actual pages.
Solution
Crawl and extract into a local knowledge store (heuristic extract and lexical retrieval work without keys; Gemini/Groq/Jina upgrade quality). Operators review jobs, flip capabilities, and ship a widget. Booking and CRM stubs store a record and notify rather than pretending to be a full PMS.
What we built
- URL crawl from website or Google Business listing
- Knowledge base with reviewable extract jobs
- Capability toggles for FAQ, hours, catalog, leads, and handoff
- Chat widget plus operator studio
- Optional Gemini, Groq, and Jina keys with offline fallbacks
- Docker Compose with SQLite in a studio-data volume
Outcomes
- Site-to-agent pipeline instead of a blank prompt box
- Operators control what the agent is allowed to do
- Works without API keys; keys only raise quality
Stack
Crawl-to-agent pipeline | FAQ, hours, leads, handoff
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