feat: add minimal end-to-end example for running the agent locally #44
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This PR implements the minimal end-to-end example proposed in #35.
It adds a small examples/ directory with:
- a basic demo script showing how to initialize and run the KnowledgeSpace agent locally,
- a concise README for setup and onboarding,
- and illustrative mock dataset entries for reference.
The demo is designed for local development and onboarding.
When backend search services are not configured, the agent may return zero search results, which is expected and handled gracefully.