- Course exercises often use OpenAI APIs for agent creation.
- Access to vector databases or other external tools may incur costs.
- Core learning does not require paid tools, only optional for advanced projects.
- Alternatives or trial accounts may be used for hands-on practice.
- Focus remains on understanding AI agent architecture and workflows.

