SurrealDB Custom Memory Instructions

"""
SurrealDB Custom Memory Instructions
"""

from agno.db.surrealdb import SurrealDb
from agno.memory import MemoryManager
from agno.models.anthropic.claude import Claude
from agno.models.message import Message
from agno.models.openai import OpenAIChat
from rich.pretty import pprint

# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
SURREALDB_URL = "ws://localhost:8000"
SURREALDB_USER = "root"
SURREALDB_PASSWORD = "root"
SURREALDB_NAMESPACE = "agno"
SURREALDB_DATABASE = "memories"

creds = {"username": SURREALDB_USER, "password": SURREALDB_PASSWORD}
memory_db = SurrealDb(
    None, SURREALDB_URL, creds, SURREALDB_NAMESPACE, SURREALDB_DATABASE
)


# ---------------------------------------------------------------------------
# Create Memory Managers
# ---------------------------------------------------------------------------
john_doe_id = "john_doe@example.com"
custom_memory_manager = MemoryManager(
    model=OpenAIChat(id="gpt-5.6-luna"),
    memory_capture_instructions="""\
                    Memories should only include details about the user's academic interests.
                    Only include which subjects they are interested in.
                    Ignore names, hobbies, and personal interests.
                    """,
    db=memory_db,
)

# Use default memory manager
jane_memory_manager = MemoryManager(
    model=Claude(id="claude-3-5-sonnet-latest"),
    db=memory_db,
)


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
def run_example() -> None:
    custom_memory_manager.create_user_memories(
        message="""\
My name is John Doe.

I enjoy hiking in the mountains on weekends,
reading science fiction novels before bed,
cooking new recipes from different cultures,
playing chess with friends.

I am interested to learn about the history of the universe and other astronomical topics.
""",
        user_id=john_doe_id,
    )

    memories = custom_memory_manager.get_user_memories(user_id=john_doe_id)
    print("John Doe's memories:")
    pprint(memories)

    jane_doe_id = "jane_doe@example.com"

    # Send a history of messages and add memories
    jane_memory_manager.create_user_memories(
        messages=[
            Message(role="user", content="Hi, how are you?"),
            Message(role="assistant", content="I'm good, thank you!"),
            Message(role="user", content="What are you capable of?"),
            Message(
                role="assistant",
                content="I can help you with your homework and answer questions about the universe.",
            ),
            Message(role="user", content="My name is Jane Doe"),
            Message(role="user", content="I like to play chess"),
            Message(
                role="user",
                content="Actually, forget that I like to play chess. I more enjoy playing table top games like dungeons and dragons",
            ),
            Message(
                role="user",
                content="I'm also interested in learning about the history of the universe and other astronomical topics.",
            ),
            Message(role="assistant", content="That is great!"),
            Message(
                role="user",
                content="I am really interested in physics. Tell me about quantum mechanics?",
            ),
        ],
        user_id=jane_doe_id,
    )

    memories = jane_memory_manager.get_user_memories(user_id=jane_doe_id)
    print("Jane Doe's memories:")
    pprint(memories)


if __name__ == "__main__":
    run_example()