Async Client

pip install mengram-ai[async]

from mengram import AsyncMengram

m = AsyncMengram(api_key="om-your-key")

# Or use environment variable
m = AsyncMengram()

async with AsyncMengram() as m:
    results = await m.search("deployment")
    profile = await m.get_profile()
# Client automatically closed

import asyncio
from mengram import AsyncMengram

async def main():
    m = AsyncMengram()

    # Add memories
    result = await m.add([
        {"role": "user", "content": "Deployed on Railway with PostgreSQL"},
    ])

    # Search
    results = await m.search("deployment")

    # Unified search
    all_results = await m.search_all("issues")

    # Profile
    profile = await m.get_profile()

    # Episodes & procedures
    events = await m.episodes(query="deployment")
    procs = await m.procedures(query="deploy")

    # Close when done
    await m.close()

asyncio.run(main())