Agent Memory

This section demonstrates how Agno agents persist and use user memories across runs, sessions, and agents.

Directory Layout

• 01_agent_with_memory.py to 08_memory_tools.py: Core memory patterns with agents.
• memory_manager/: Direct MemoryManager API examples using PostgreSQL.
• optimize_memories/: Memory optimization strategy examples.

SurrealDB memory manager examples are now located in cookbook/92_integrations/surrealdb/.

Setup

1. Create a virtual environment

python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate

2. Install dependencies

pip install -U psycopg sqlalchemy openai agno

3. Run an example

python cookbook/11_memory/01_agent_with_memory.py