# Personal / expert clone — case study

> A chatbot trained on one person

_Canonical: https://pingvin.dev/cases/personal-expert-clone/_

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Knowledge & RAG

# Personal / expert clone

A chatbot trained on one person's content (courses, posts, transcripts) that answers in their voice and knowledge.

## Engagement

Industry

Knowledge & RAG

## About the product

A chatbot trained on one person's content (courses, posts, transcripts) that answers in their voice and knowledge. Useful for creators, coaches and experts who want to scale their advice.

## What we did

-   Useful for creators, coaches and experts who want to scale their advice.

## Stack

-   Chroma
-   OpenAI
-   LangChain
-   n8n
-   Telegram
-   Web widget
-   Custom interface

## Similar problem?

This work came out of the direction below.

-   [AI Automation & AgentsThe work your team keeps doing by hand, done by software instead.](/services/ai-automation/)