Memory

ToolAgents has optional semantic-memory and retrieval examples under examples/agents/memory/.

Representative examples:

• examples/agents/memory/rag.py
• examples/agents/memory/ensemble.py
• examples/agents/memory/semantic_memory_test.py
• examples/agents/memory/context_app_state_test.py

Optional dependencies:

• install ToolAgents[memory] for semantic memory and vector-store support
• install ToolAgents[advanced] if you also want YAML-backed app-state helpers

Notes:

• the memory surface is still optional and heavier than the core framework
• generated local vector-store artifacts are intentionally excluded from the maintained repo state