> ## Documentation Index
> Fetch the complete documentation index at: https://spacesail.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Memory

## Code

```python cookbook/models/ollama/memory.py theme={null}
"""
from agno.agent import Agent
from agno.db.postgres import PostgresDb
from agno.models.ollama.chat import Ollama

# Setup the database
db_url = "postgresql+psycopg://ai:ai@localhost:5532/ai"
db = PostgresDb(db_url=db_url)

agent = Agent(
    model=Ollama(id="qwen2.5:latest"),
    # Pass the database to the Agent
    db=db,
    # Enable user memories
    enable_user_memories=True,
    # Enable session summaries
    enable_session_summaries=True,
    # Show debug logs so, you can see the memory being created
)

# -*- Share personal information
agent.print_response("My name is john billings?", stream=True)

# -*- Share personal information
agent.print_response("I live in nyc?", stream=True)

# -*- Share personal information
agent.print_response("I'm going to a concert tomorrow?", stream=True)

# Ask about the conversation
agent.print_response(
    "What have we been talking about, do you know my name?", stream=True
)

```

## Usage

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install Ollama">
    Follow the [Ollama installation guide](https://github.com/ollama/ollama?tab=readme-ov-file#macos) and run:

    ```bash theme={null}
    ollama pull qwen2.5:latest
    ```
  </Step>

  <Step title="Install libraries">
    ```bash theme={null}
    pip install -U ollama agno sqlalchemy psycopg pgvector
    ```
  </Step>

  <Step title="Run Agent">
    <CodeGroup>
      ```bash Mac theme={null}
      python cookbook/models/ollama/memory.py
      ```

      ```bash Windows theme={null}
      python cookbook/models/ollama/memory.py
      ```
    </CodeGroup>
  </Step>
</Steps>