Reference · 10 images
Image credits
Screenshots from other projects are used under the licence shown, with numbered callouts added by this site. Images marked as made for this site are our own screenshots of runs we set up, or simplified drawings.
| Image | Used in | Source | Licence |
|---|---|---|---|
| A model provider console: API keys page and spend limit | Calling an LLM API for the first time | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| A model page on an open model hub | Where models come from, and what an AI engineer does | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| A tokenizer web page showing text split into coloured tokens | Tokenization | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| A provider usage dashboard with cost and token totals | Prompt caching and token pricing | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| A LoRA adapter repository on a model hub | Fine-tuning with LoRA and QLoRA | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| A model leaderboard table with scores and confidence intervals | Benchmarks and model leaderboards | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| The MCP Inspector connected to a weather server | MCP: servers and clients | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| An agent trace with nested spans for agent runs, LLM calls, tools and a handoff | The OpenAI Agents SDK and other frameworks | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| An LLM trace detail view with a span tree, prompt, output and scores | Langfuse and observability dashboards | All About AI (simplified mock-up, not a real screenshot) | Made for this course |
| GitHub Actions summary of the capstone's successful rag-app run | Capstone: ship the RAG app | All About AI (screenshot of the course repository's own Actions run, account name covered) | Made for this course |