Part VI — Knowledge & Performance¶
The agent's intelligence is only as good as its knowledge sources — and only as sustainable as its cost model.
What You'll Learn¶
| Gem | Pattern | Key Question |
|---|---|---|
| GEM-008 | Knowledge Source Optimization | Why can't the agent find answers that are clearly in the documents? |
| GEM-012 | Cost Estimation and Token Budget Management | How much does each conversation cost, and how do you control it? |
| GEM-026 | Azure AI Search Advanced Integration | When do you need enterprise search instead of SharePoint? |
The Core Challenge¶
Two sides of the same coin: quality (does the agent find the right answer?) and cost (how much does it cost to find it?). GEM-008 is the starting point for every knowledge problem. GEM-026 is the escalation path when built-in knowledge sources aren't enough. GEM-012 ensures you can afford it all.