# Encrypted sessions

`EncryptedSession` provides transparent encryption for any session implementation, securing conversation data with automatic expiration of old items.

## Features

- **Transparent encryption**: Wraps any session with Fernet encryption
- **Per-session keys**: Uses HKDF key derivation for unique encryption per session
- **Automatic expiration**: Old items are silently skipped when TTL expires
- **Drop-in replacement**: Works with any existing session implementation

## Installation

Encrypted sessions require the `encrypt` extra:

```bash
pip install openai-agents[encrypt]
```

## Quick start

```python
import asyncio
from agents import Agent, Runner
from agents.extensions.memory import EncryptedSession, SQLAlchemySession

async def main():
    agent = Agent("Assistant")
    
    # Create underlying session
    underlying_session = SQLAlchemySession.from_url(
        "user-123",
        url="sqlite+aiosqlite:///:memory:",
        create_tables=True
    )
    
    # Wrap with encryption
    session = EncryptedSession(
        session_id="user-123",
        underlying_session=underlying_session,
        encryption_key="your-secret-key-here",
        ttl=600  # 10 minutes
    )
    
    result = await Runner.run(agent, "Hello", session=session)
    print(result.final_output)

if __name__ == "__main__":
    asyncio.run(main())
```

## Configuration

### Encryption key

The encryption key can be either a Fernet key or any string:

```python
from agents.extensions.memory import EncryptedSession

# Using a Fernet key (base64-encoded)
session = EncryptedSession(
    session_id="user-123",
    underlying_session=underlying_session,
    encryption_key="your-fernet-key-here",
    ttl=600
)

# Using a raw string (will be derived to a key)
session = EncryptedSession(
    session_id="user-123", 
    underlying_session=underlying_session,
    encryption_key="my-secret-password",
    ttl=600
)
```

### TTL (time to live)

Set how long encrypted items remain valid:

```python
# Items expire after 1 hour
session = EncryptedSession(
    session_id="user-123",
    underlying_session=underlying_session,
    encryption_key="secret",
    ttl=3600  # 1 hour in seconds
)

# Items expire after 1 day
session = EncryptedSession(
    session_id="user-123",
    underlying_session=underlying_session,
    encryption_key="secret", 
    ttl=86400  # 24 hours in seconds
)
```

## Usage with different session types

### With SQLite sessions

```python
from agents import SQLiteSession
from agents.extensions.memory import EncryptedSession

# Create encrypted SQLite session
underlying = SQLiteSession("user-123", "conversations.db")

session = EncryptedSession(
    session_id="user-123",
    underlying_session=underlying,
    encryption_key="secret-key"
)
```

### With SQLAlchemy sessions

```python
from agents.extensions.memory import EncryptedSession, SQLAlchemySession

# Create encrypted SQLAlchemy session
underlying = SQLAlchemySession.from_url(
    "user-123",
    url="postgresql+asyncpg://user:pass@localhost/db",
    create_tables=True
)

session = EncryptedSession(
    session_id="user-123",
    underlying_session=underlying,
    encryption_key="secret-key"
)
```

!!! warning "Advanced Session Features"

    When using `EncryptedSession` with advanced session implementations like `AdvancedSQLiteSession`, note that:

    - Methods like `find_turns_by_content()` won't work effectively since message content is encrypted
    - Content-based searches operate on encrypted data, limiting their effectiveness



## Key derivation

EncryptedSession uses HKDF (HMAC-based Key Derivation Function) to derive unique encryption keys per session:

- **Master key**: Your provided encryption key
- **Session salt**: The session ID
- **Info string**: `"agents.session-store.hkdf.v1"`
- **Output**: 32-byte Fernet key

This ensures that:
- Each session has a unique encryption key
- Keys cannot be derived without the master key
- Session data cannot be decrypted across different sessions

## Automatic expiration

When items exceed the TTL, they are automatically skipped during retrieval:

```python
# Items older than TTL are silently ignored
items = await session.get_items()  # Only returns non-expired items

# Expired items don't affect session behavior
result = await Runner.run(agent, "Continue conversation", session=session)
```

## API reference

- [`EncryptedSession`][agents.extensions.memory.encrypt_session.EncryptedSession] - Main class
- [`Session`][agents.memory.session.Session] - Base session protocol
