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| Pillar | Purpose | Example | |
|---|---|---|---|
| Model | The AI model (LLM, multi-modal model) that generates outputs | GPT-4, Claude, LLaMA-3 | |
| Context | All information the model can see: memory, external tool outputs, user inputs, world knowledge | Search results, past conversation history, documents, environment state | |
| Protocol | The standardized way to package, retrieve, and update context information | JSON schemas, tool call formats, memory retrieval specifications |
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