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08 / AI & automation
A knowledge assistant for a paid community
ProjectHenry AI Assistant
A Telegram assistant that answers from community knowledge, accepts voice questions and hands off when needed.
Context
The challenge.
A paid community needed a way to handle repeated member questions while leaving ordinary conversations alone.
What we built
The work.
- Answers grounded in the club's knowledge base.
- Voice-question support and web lookup when needed.
- Model routing by question complexity and caching for repeated questions.
- Activation by a question tag or by name.
- A second-model review step before responses, as described in the project record.
Workflow
The experience.
- 01A member addresses the assistant or adds the question tag.
- 02The assistant selects the relevant knowledge and model route.
- 03A review step checks the response before it is sent.
Technology
The connections.
Outcome
The result.
A knowledge assistant described as operating within ContentRun’s AI Club, with voice input, model routing, caching and a response-review step.
