Examples

The ten-grd-examples repository holds runnable examples that install Ten-Grd from PyPI and use synthetic tenant data.

Example	Shows	Needs
basic/agent_memory.py	Two tenants write the same record ID; each reads only its own.	Nothing beyond Ten-Grd
basic/tenant_rag.py	A foreign document with a closer vector is excluded, and a widening selector cannot cross tenants.	In-memory Qdrant
claude_agents/memory_agent.py	Claude reads and writes memory through tools bound to the host's tenant.	Claude Agent SDK; API key for live mode
claude_agents/rag_agent.py	Claude answers from tenant-filtered retrieval.	Claude Agent SDK, in-memory Qdrant; API key for live mode

Run them

git clone https://github.com/Ikurira/ten-grd-examples.git
cd ten-grd-examples
python -m pip install -r requirements.txt
python basic/agent_memory.py
python basic/tenant_rag.py
python -m claude_agents.memory_agent
python -m claude_agents.rag_agent

None of these commands call a model or need an API key. The Claude examples run their tool checks offline by default.

Run the Claude examples live

Set ANTHROPIC_API_KEY in your shell (or configure another provider supported by the Claude Agent SDK), then pass a model ID:

python -m claude_agents.memory_agent --live --model YOUR_MODEL_ID
python -m claude_agents.rag_agent --live --model YOUR_MODEL_ID

Each command runs two separate Claude sessions, one per synthetic tenant, with a six-turn limit and a USD 0.50 budget per session. Live mode incurs API charges. The Claude examples guide explains where the tenant boundary lives and what the examples do not prove.