Case Study: Building an LLM-Powered Chatbot — Roadmap Step & Resources
Wiring a pretrained language model into a conversational interface
- Level: advanced
- Estimated time: 3 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Interview questions
- What extra engineering is needed to turn a raw language model into a reliable chatbot?
Study resources
- Hugging Face Transformers Documentation (Article) — The official Hugging Face documentation, the primary reference for building an LLM-powered chatbot.
- Build a Chatbot with a Pretrained LLM Explained (Video) — 3Blue1Brown's GPT explanation, directly relevant to understanding the model behind a chatbot.
Part of
- Case Studies & Capstone — section
- Deep Learning & Neural Networks roadmap — the full learning path